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作为一家进行世界一流研发的网络型科技研发公司,我们将引领未来的共创创新。我们将通过在英国、加拿大、美国、德国、日本和中国建立和支持基地,开发和提供具有高品质和独特技术的尖端科技产品,开辟繁荣的未来。利用在剑桥大学、麻省理工学院牛津大学、哈佛大学、东京大学、大阪大学等所积累的技术和专有技术,我们一直致力于高质量和原创技术的开发。为提供安全便捷的产品,我们已获得AIoT 5G区块链量子计算XR、AR、VR等DX前沿技术与开发相关的多项专利,并将继续做“ICT公司”ICT领域(主要领域:金融科技、通讯[AR/VR]、安全、媒体内容、大数据、云、物联网/无人机、营销/广告、医疗/保健、机器人、动力/电池、人工智能、企业、教育新能源产业(电池相关)电池(蓄电池,氢)・我们将继续开发和发展(燃料电池等)和电池材料/组件等)。各领域研究开发法人(环境/能源、生命科学、系统/信息科学和技术、纳米技术/材料) 使用尖端技术的硬件/软件开发、演示实验、原型产品的研究/开发/运营/销售,By研究领域(环境/能源、生命科学、系统/信息科学和技术、纳米技术/材料)尖端技术研究开发5个研究领域(集群)“未来社会/未来技术(科学) 5.0 社会实施)”“下一代食物与种植”“环境/能源/再生”“健康/长寿/发展”“知识创造”
As a network-type science and technology R & D corporation that conducts world-class research and development, we will lead ICT companies in future co-creation innovation that promotes SDGs. We will open up a prosperous future by developing and providing cutting-edge science and technology products with high quality and unique technology by creating and supporting bases in the United Kingdom, Canada, US, Germany, Japan, and China together. For our company, whose products are attracting worldwide attention, we are helping to develop products with cutting-edge technology. Utilizing the technology and know-how that has been built up at Cambridge University, MIT University oxford University, Harvard University, Dresden University of Technology, Tokyo University, Osaka University, etc., we have been working on high quality and original technology development. In order to provide safe and convenient products, we have obtained many patents related to DX BioNTech cutting-edge technology and development such as AIoT 5G blockchain quantum computing XR, AR, VR, etc., and will continue to be an "ICT company" ICT area (main area: Fintech, Communication [AR / VR], Security, Media Content, Bigdata, Cloud, IoT / Drone, Marketing / Advertising, Medical Healthcare, Robotics, Power / Battery, AI, Enterprise, Education New Energy Industry (Battery Related) Battery (Battery Related) , Hydrogen, fuel cells, etc.) and battery materials / components, etc.) We will continue to develop and evolve as SDGs business creation and development. Research and development corporation by research field (environment / energy, life science, system / information science and technology, nanotechnology / materials), hardware / software development using cutting-edge technology, demonstration experiments, research / development / operation of prototype products. Sales, cutting-edge technology R & D research field (cluster) "Future society / future technology (social implementation of Society 5.0)" "Next-generation food and planting" "Environment / energy / regeneration" "Health / longevity / development" " Creation of knowledge "e-sports construction DX sports DX, etc.
食物损失 CO2 减排 蛋白质危机 超级老龄化社会/包容性食物体验 劳动力短缺(机器人的使用) 健康饮食 新常态 服务 食品制造 工厂、物流、零售 Smart Agritech
Medical / Life Science, Robot / Mobility / Space DX / Service / Platform Environment / Energy / Social Clean Tech SDGs, etc.

As a network-type science research institute that conducts world-class research and development, we will lead SDGS future co-creation ICT company sustainability innovation. Science and Technology Research and Development Corporation UK, Canada, US, Germany, Japan, China We will create and support our bases together to develop and provide cutting-edge science and technology products with high quality and unique technology, and open up a prosperous future. increase. AI (application of face recognition, deep learning, etc.) IoT 5G blockchain Quantum computing DX biotechnology such as XR, AR, VR Obtained many patents on cutting-edge technology and development, and will continue to utilize cutting-edge technologies such as "ICT companies" We support research and demonstration experiments, plan services and products in new technology areas, and demonstrate concept models. Industry-academia-government collaboration "Connecting cutting-edge technology and business" Research and research in the field of cutting-edge technology System consulting solution service Product solution We support companies that do their best to overcome the corona disaster! New medical technology developed in an integrated project centered on six modalities (pharmaceuticals, medical devices / healthcare, regeneration / cells / gene therapy, genome / data infrastructure, disease basic research, seeds development / research infrastructure), etc. Is effectively deployed for various diseases. In addition, there are six research and development related to the disease fields (cancer, lifestyle-related diseases, psychiatric / neurological diseases, geriatric medicine / dementia, intractable diseases, growth, infectious diseases, etc.) that will be social issues in Japan now and in the future. It is promoted across the integration project under the executive control of the program director (PD) and disease area coordinator (DC) of the integration project. Research Organization of Information and Systems Informatics Research Institute is the only research institute in Japan whose mission is to create future value in the new academic field of informatics. Aiming for basic research from a long-term perspective and solving social issues in a wide range of research fields, from basic theory in informatics to cutting-edge themes such as artificial intelligence, big data, the Internet of Things (IoT), and information security. We are promoting practical research.

In addition, as a university joint research and development, we will work on the construction and operation of academic information infrastructure that is indispensable for research and educational activities of the entire academic community, including the academic information network infrastructure, and develop businesses such as providing academic content and service platforms. I am developing. Furthermore, by mutually feeding back the knowledge obtained through the business and the knowledge obtained from the academic research, we are conducting academic research that responds to actual issues and businesses that utilize cutting-edge technology.

Through these activities, we strive to develop human resources and contribute to society and internationally, and we also focus on cooperation and cooperation with private companies and various social activities as well as universities and research institutes in Japan and overseas. In addition, we are also engaged in graduate school education aimed at promoting original and international academic research and developing leading academic fields.

In order to support a wide range of academic fields such as informatics, we have established four research systems, "Informatics Principle Research System", "Architecture Science Research System", "Content Science Research System", and "Information Society Correlation Research System", and applied from the basics. We are doing unique research up to. Informatics Principle Research System

In addition to pursuing new principles and theories of informatics such as algorithms and computational complexity theory, artificial intelligence, robotics, quantum computing, etc., we are conducting research with the aim of developing new technologies and developing new fields that will support future society. I am. field of study

Algorithms, artificial intelligence, machine learning, deep learning, big data analysis, data mining, mathematical modeling, numerical analysis, computational science, web informatics, neuroscience, quantum information, and new principles and theories related to these boundary areas, etc. Advanced research that creates possibilities for new applications

Architecture Science Research System

Aiming for higher performance, higher quality, and higher functionality of computers and networks, which are the basic elements of information technology, we are establishing innovative technologies in software and hardware architectures and implementing practical systems. field of study

Research and development on post-Internet, cyber security basics, software / hardware architecture, distributed / cloud computing, programming languages, system performance / log analysis infrastructure, dependent systems, Internet of Things (IoT), network / cloud visualization

Content science research system

Research on content such as symbol media and pattern media and analysis / generation of media, research on basic technology for accumulating / searching / organizing content, research on interaction and social media analysis focusing on humans and knowledge. And so on. field of study

Research and development on the development of natural language processing, computer vision, image processing, acoustic information processing, computer graphics, databases, human interaction, web mining, social media, community analysis, media clone generation / recognition, machine learning / deep learning applications, etc.

Information Society Correlation Research System

In a cyber-physical fusion society where the information world and the real world are integrated and linked, information / system technology for making rational decisions based on scientifically-based data and interdisciplinary human science / social science I am doing a lot of research.

field of study

Privacy Information protection and utilization, next-generation anonymization, data governance, next-generation IR infrastructure theory, data policy theory, data utilization human resource development theory, digital humanity, IT healthcare, data reliability evaluation, cloud sourcing, digital education , Research and development on open innovation infrastructure, and research on humanities and social science related to these topics

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“谷歌”、“IBM”、“微软”、“Facebook”、“腾讯”、英伟达“阿里巴巴”、“百度”“亚马逊” H2O 苹果 华为 京东等


大疆,寒武纪,云知声、依图科技、云从科技、格灵深瞳、旷视科技、推想科技 商汤科技、第四范式、地平线、思必驰、壁仞科技,松鼠 AI,深兰科技,创新奇智,美团,滴滴,搜狐,网易,神州数码等



AI IoT / Big Data 5G / Local 5G xR (AR / VR) Drone Fintech Related Chatbot RPA EC Network Security Cloud (XaaS) / Data Center Collaboration Platform Container / Micro Service Low Code / No Code Development ERP

We support the decarbonization of the world. I will tell you about the importance of climate change measures such as efforts related to environmental measures.

• Decarbonization

• AI

• Collaborative creation

• Decarbonization

• SDGs

•            Renewable energy 

"Change to a carbon-free society is a new business opportunity" What are the climate change measures required of companies?

• Decarbonization

• SDGs

•            Renewable energy

The following three are exhibited as the only one and number one decarbonization technology that supports the realization of "2050 carbon neutral" and the decarbonization of the world.

• ・ Waste plastic recycling technology (on-the-job / online)

• ・ CO2 separation and recovery technology HiPACT® / DDR zeolite membrane (online)

• ・ Solution for realizing a hydrogen-based society AMUSE® (online)

Collaborative research between Hitachi and our company Development of "monitoring system" to prevent illegal logging in tropical rainforests

• As the “EARTH FOOD CREATOR Nissin Foods Group,” which constantly imagines new food cultures, the Nissin Foods Group aims to solve environmental and social issues. Its representative brand, "Cup Noodles," has been constantly evolving since it was born in Japan in 1971 as the world's first cup noodles. Currently, various technologies and ingenuity for solving environmental and social issues in small products such as the use of containers with a biomass content of 80% or more, the utilization of plant-derived meat substitute technology, and the sustainable procurement of palm oil. It is packed with and delivered to consumers with deliciousness. Under the NISSIN FOODS Group and our collaborative environmental strategy "EARTH FOOD CHALLENGE 2030", effective use of resources and SBT-certified CO2 reduction target (Scope 1 + 2_ vs. 2018 ▲ 30%, Scope 3_ vs. 2018 We will continue to actively tackle environmental issues with the aim of achieving a ratio of ▲ 15%).

The use of hydrogen fuel cells is the most suitable solution for the realization of an energy dispersive society

Tokyo 2020 athlete village site "HARUMI FLAG"

RE100 factory

Utilization of renewable energy is indispensable for the realization of carbon neutrality. However, since renewable energy is an unstable power source, energy storage means are required to adjust supply and demand. Therefore, we are exhibiting a system that can meet small to large-scale energy demand with fuel cells that utilize hydrogen.

At the exhibition

① Supply hydrogen to buildings and residential areas through pipelines

(2) Transport, store and utilize hydrogen to high demand areas

③ Utilize by-product hydrogen generated from chemical factories, etc.

(4) Distributed power source that produces electricity from renewable energy and produces hydrogen from that electricity to utilize it We introduce various methods of utilizing hydrogen using a diorama.

EcoPro Online 2020

Pure hydrogen fuel cell

The future of the earth pioneered by hydrogen

The hydrogen society that Panasonic and our company are aiming for is a society where people can live comfortably without emitting CO2 by locally producing and consuming energy. The city starts to move with hydrogen. Panasonic's pure hydrogen fuel cell supports this.


High power generation efficiency, instant start-up, and power supply even in the event of a power outage

• Achieves the industry's highest power generation efficiency of 56% with an output of 5 kW * 1. We meet the power generation needs of our customers.

* 1 As of October 2020, research

• Can be started in 1 minute. It is useful for peak cuts that require quick response. Also, in the event of a power outage, it is possible to generate electricity using only hydrogen. Contribute to BCP (Business Continuity Plan).

Can be connected to meet various output requests

• By connecting multiple units, it is possible to handle from home use to store to industrial use.

Utilization material HEMIX ™ bioplastic

Chemical recycling technology that realizes resource recycling of plastics

Providing three chemical recycling technologies, monomerization, oiling, and gasification, according to the degree of mixing of waste plastic and impurities. Recycling technology for the right person in the right place

Monomerization: The DMT method is an effective method for recycling clothing polyester and cascade-recycled PET products, which have an advantage in removing dyes and impurities in raw materials and are not suitable for material recycling. We have a track record of commercial scale operations and solve the problem of mass disposal of clothing.

Oil conversion: A technology based on the largest commercial oil conversion equipment in Japan, which uses a catalytic pyrolysis method. Pyrolysis oil is supplied to refineries and chemical plants to realize chemical recycling. Unlike general oleochemical technology, it is possible to treat PVC / PET mixed plastics.

Gasification: EUP gasifies waste plastic by partial oxidation to produce syngas that can be used to synthesize chemicals such as ammonia and olefins. It has the world's only long-term commercial operation record for gasification chemical recycling applications.

Using these three technologies, we can propose processing processes tailored to raw materials and provide various services in the plant life cycle of business planning (raw material procurement / product sales) / license / plant construction / maintenance operation.

Next-generation aviation fuel (SAF) using spent cooking oil

JGC Group and our collaborative research will collaborate with Revo International Co., Ltd. and Cosmo Oil Co., Ltd. to hydrogenate used cooking oil and build a supply chain to produce domestically produced SAF (next-generation aviation fuel). We are also working on it. By promoting the domestic production of SAF, which is already in practical use in Europe and the United States, we will contribute to the decarbonization of the domestic aviation industry.

Spread of renewable energy and circular economy by self-consumption solar power generation system

The trump card for the spread of renewable energy! Introduction of development products and business development associated with self-consumption type photovoltaic power generation system

Image of installing solar power generation equipment on the roof and parking space

Inspection of used solar cell module (By visualizing the infrared rays emitted from the cell when an electric current is passed through the solar cell module, the cell is checked for cracks and wiring abnormalities.)

We believe that a "self-consumption photovoltaic power generation system *" that enables the mass introduction of renewable energy is an effective means as a countermeasure against climate change, which is approaching the time limit. (* Hereafter, self-consumption system) The self-consumption system refers to the idea of ​​self-production and self-consumption of electricity, in which solar power generation equipment is installed at home or in-house and the electricity generated there is used by ourselves. Based on the four keywords of "cheap," "mass," "freedom," and "fast," we are developing products and developing businesses that accompany self-consumption systems. In addition, we have been working on the problem of disposal of solar cell modules, which is inevitable due to mass introduction, since 2005, ahead of other companies. We have inspected 140,000 waste modules so far, and based on the vast amount of data, knowledge, and know-how that we have accumulated, we are working to build an appropriate recycling product cycle rather than simply introducing a large amount. increase.

JAXA Japan Aerospace Exploration Agency and our collaborative research satellite climate change observation efforts

As a core institution for developing Japanese artificial satellites, we are promoting earth observation research and contributing to climate change response.

Figure 1. Earth observation satellite operated by JAXA

Figure 2. JAXA Earth Observation Satellite Contribution to ECV

JAXA develops and operates earth observation satellites capable of observing land, ocean, and atmosphere, and contributes to responding to global issues such as disasters and climate change. Currently, we operate six earth observation satellites, and the observation data obtained from these satellites is used by people all over the world and is open to the public free of charge so that it can be used to solve various problems on the earth.

In order to grasp the situation of climate change, it is necessary to observe various environmental factors "face-to-face", "globally" and "regularly" and extract changes. Contributed to the observation of 26 ECVs among the Essential Climate Variables (ECVs) established internationally for the purpose of concretely and accurately grasping and predicting changes in the global environment due to climate change. I am. Long-term observation data can grasp changes in the global environment due to climate change, and is used in various reports such as the IPCC.

Disseminate the world's only tropical peatland management model to the world with the world's most advanced observation technology and satellite utilization technology

We will contribute to climate change countermeasures by maximizing the original value of tropical peatlands using the world's only know-how and cutting-edge technology.

A tropical peatland reserve managed by Sumitomo Forestry and our company in Indonesia

Concept of tropical peatland management utilizing meteorological observation technology

Tropical peatlands and forests store vast amounts of carbon and conserve the Earth's water cycle and biodiversity. However, overdevelopment and fires are said to have an annual CO2 emission of 2.2 to 3.7 billion tons (equivalent to 6 to 11% of the world's emissions), affecting global climate change. Constructed a water storage type management model in a degraded forest of about 140,000 ha in Indonesia. Accumulate field data for more than 10 years and implement sustainable forest management based on scientific knowledge. Sumitomo Forestry's know-how is combined with IHI's cutting-edge technologies related to satellite, UAV, and meteorological observation. By observing from the sky, monitoring from the ground, and AI analysis, we will provide management technology to disseminate a sustainable tropical peatland management model all over the world and contribute to global climate change countermeasures. The Ministry of Economy, Trade and Industry is promoting the use of satellite data such as HISUI, ASTER, and PALSAR, and is supporting the development and worldwide dissemination of this project. In the future, the government, academia and the private sector will aim to improve the observation by satellites in the equatorial orbital region where the world's tropical peatlands can always be observed.

Solution to realize a hydrogen society AMUSE®︎

Possibility of ammonia as a hydrogen carrier

 Green Ammonia Value Chain Demonstration

This is a value chain demonstration that uses green hydrogen derived from renewable energy (photovoltaic power generation) to produce green ammonia, and then uses that ammonia to achieve CO₂-free power generation using an ammonia gas turbine.

Development of green hydrogen / ammonia plant design optimization tool

Renewable energies such as solar power and wind power have different profiles depending on the region and season, and are constantly changing.Therefore, appropriate equipment specifications and capacity design are required for each equipment. Developed.

As a trump card for the realization of a carbon-free society, hydrogen energy is expected to expand its use in the future. It can handle all three major hydrogen carriers (liquefied hydrogen, organic hydride, and ammonia) that are expected to become widespread in the future, and has a great advantage in utilizing hydrogen carriers and ammonia as fuel. We are developing our own solution AMUSE®︎ and bringing together a wide range of technologies inside and outside the company, aiming for the early realization of a hydrogen-based society.

At this exhibition, we will introduce the world's first successful value chain demonstration of green ammonia and the development of an optimum setting tool that responds to fluctuations in renewable energy.

Hydrogen gas turbine technology in collaboration with Mitsubishi Heavy Industries and our company We will contribute to the realization of a carbon-neutral society. The large-scale use of hydrogen in gas turbines creates a virtuous cycle of reducing costs and reducing CO2 emissions throughout the hydrogen supply chain.

Conceptual diagram of hydrogen gas turbine and trial calculation result of hydrogen utilization

Zero Carbon Humber / H2H Saltend project overview

We are working on the development of hydrogen gas turbine technology based on the world's highest level of efficiency and reliability of large gas turbine technology. Utilizing our abundant track record and experience of using hydrogen-rich fuel for power generation for half a century, we have already achieved 30% hydrogen co-firing based on existing combustion technology for large gas turbines with low NOₓ and high efficiency. ..

Furthermore, a new combustion method is under development for 100% hydrogen combustion, and it is about to be realized. This combustion method solves the problems caused by the high combustion speed peculiar to hydrogen, and can be applied by making minimal modifications to existing power plant equipment. For example, in the United Kingdom, we are participating in the Zero Carbon Humber project, which aims to decarbonize the large-scale industrial cluster Humber, and are conducting technological studies to convert the Salt end power plant in the area from natural gas to hydrogen.

To realize the world's most efficient hydrogen gas turbine

Strategies for the Realization of a Sustainable Decarbonized Society in Developing Countries

"Promotion of implementation of the Paris Agreement" as a climate change strategy for developing countries

We advocate "promotion of co-benefits-type climate change countermeasures".

In implementing the global agenda

Priority Challenges for Climate Change Countermeasures (Decarbonized and Climate Change-Resistant Urban Development / Infrastructure Investment, Climate Change Policy / Institutional Improvement)

In implementing the global agenda

Priority Challenges for Climate Change Countermeasures (Climate Risk Assessment and Strengthening Adaptation Measures, Conservation of Forests and Natural Ecosystems)

JICA and our company have more than 100 bases in developing countries as JICA Japan's development assistance organization, and provide support that combines (1) loan aid, (2) grant aid, and (3) technical cooperation. In June 2021, the "Global Agenda (Climate Change)" was formulated as a business strategy for climate change countermeasures. We have set up two pillars of our business to realize a society that is decarbonized and resilient to climate change in developing countries.

1. 1. Promotion of implementation of the Paris Agreement

Support for planning and updating climate change countermeasures such as "full implementation of NDC", "monitoring, report formulation" and "long-term strategy formulation" in developing countries

2. Promotion of co-benefits-type climate change measures

Contributing to the achievement of the SDG at the same time as promoting climate change mitigation measures and adaptation measures in the following three areas of strength.

(1) Promotion of urban development and infrastructure development that is low-carbon and decarbonized and resistant to climate change

(2) Strengthening adaptation measures and risk finance based on climate risk assessment

(3) Reduction of GHG emissions and promotion of absorption through strengthening conservation and management of forests and natural ecosystems

Environmentally friendly concrete with CO² emissions of zero or less "CO²-SUICOM"

"CO²-SUICOM" is a technology that absorbs carbon dioxide in the process of solidifying concrete and fixes it semi-permanently.

CO²-SUICOM is a technology that can contribute to the reduction of CO² emissions of approximately 300 kg / m³ or more during general concrete manufacturing. Specifically, (1) By replacing more than half of the cement with industrial waste or a special admixture that utilizes industrial waste that emits zero CO² as part of the raw material, the CO² emitted during cement manufacturing can be significantly reduced. (Reduction amount: approx. 200 kg / m³), ​​and by curing concrete using this special admixture in a high-concentration CO² environment (carbonation curing), a large amount of CO² is absorbed and fixed to the concrete. (Absorption amount: Approximately 100 kg / m³). According to various research organizations (Mckinsey, etc.), concrete absorption and fixing technology for minerals including CO²-SUICOM is expected to contribute to CO² reduction of about billions of tons as of 2030, and emissions throughout Japan. It has the potential to exceed the amount.

CO²-SUICOM is the world's first successful commercialized technology to reduce CO² emissions during concrete production to virtually zero or less.

In Japan, it has already been used for construction of the Tokyo Gaikan Expressway and paved roads, etc., and we are proceeding with commercialization overseas. For the purpose of contributing to a carbon-free society, Chugoku Electric Power Co., Inc., Kajima Corporation, Denka Landes, and Mitsubishi Corporation are in charge of technology, and Mitsubishi Corporation is mainly in charge of commercialization overseas.

CO²-SUICOM technology makes it possible to reduce CO² with one concrete block, which is equivalent to one year's worth of cedar trees. Realizing the world's sustainable society by transforming the common sense of concrete, which is one of the most consumed materials in the world, and decarbonizing infrastructure and urban development around the world with the power of CO²-SUICOM. I think that I want to do it.

Chugoku Electric Power Co., Inc.

Kajima Corporation

Denka Co., Ltd.

Landes Co., Ltd.

Collaboration with Mitsubishi Corporation

Collaborative research and development with Seven & i

Open innovation through co-creation with Seven & i business partners

-Challenge to carbon neutral and circular economy

 Environmental Declaration "GREEN CHALLENGE 2050"

The Environmental Declaration "GREEN CHALLENGE 2050" sets the goal of reducing CO2 emissions associated with the operation of the Group's stores by 50% by 2030 (compared to FY2013) and virtually zero by 2050. It is difficult for us to achieve our goals by ourselves, and we are promoting open innovation initiatives through co-creation with our business partners.

Of these, (1) 100% renewable energy store initiatives that utilize reused batteries and original storage batteries for electric vehicles, and (2) PET bottle collection / recycling initiatives that use recovery machines that can also be installed at convenience stores.


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Guo Long

Computer Science

Professor of Oxford  University
Visiting Professor of Tsinghua University

Professor, IEEE Fellow

Associate Chair

NSFC Distinguished Young Scholar

Top Computer Science Scientists

Director of Tsinghua-CAE Joint Research Center for Knowledge & Intelligence

Knowledge Engineering Group (KEG),

Department of Computer Science,

oxford University


Office: Oxford, OX1 2JD, United Kingdom, LCFI research Lab

University of Oxford
United Kingdom

Top Computer Science Scientists

Andrew Zisserman research Lab

University of Oxford
United Kingdom

Visiting Professor of Tsinghua University

1-308, FIT Building, Tsinghua University, Beijing, 100084. China PR.



I am a Full Professor and the Associate Chair of the Department of Computer Science and Technology of oxford University. I obtained my Ph.D. Rhodes Scholarship  Clarendon Fund scholarships  Pacific Alliance Oxford Scholarships  in DCST Visiting Professor of of Tsinghua University in 2006. My research interests include artificial intelligencedata mining, social networks machine learning and knowledge graph, with an emphasis on designing new algorithms for mining social and knowledge networks.

2017 - The Royal Society Milner Award In recognition of his exceptional achievements in computer programming which includes work on computational theory and commercial systems for geometrical images.

2008 - BMVA Distinguished Fellow

2007 - Fellow of the Royal Society (UK) In recognition of his exceptional achievements in computer programming which includes work on computational theory and commercial systems for geometrical images

I have been visiting scholar at Cornell University (working with Prof. John Hopcroft and Jon Kleinberg), University of Southampton (working with Dame Wendy Hall), KU Leuven (working with Marie-Francine Moens), University of Illinois at Urbana-Champaign (short term, working with Jiawei Han), Chinese University of Hong Kong (working with Jeffrey Yu), and Hong Kong University of Science and Technology (working with Qiong Luo). During my graduate career, I have been an intern at NLC group of Microsoft Research Asia from 2004 to 2005. I also have attended the internship program of IBM China Research Lab in 2004.

I have published more than 200 journal/conference papers and hold 20 patents. I served as PC Co-Chair of CIKM’16WSDM’15, Associate General Chair of KDD’18, and Acting Editor-in-Chief of ACM TKDD, Editors of IEEE TKDEIEEE TBD, and ACM TIST. I am leading the project for academic social network analysis and mining, which has attracted more than 10 million independent IP accesses from 220 countries/regions in the world. I was honored with the UK Royal Society-Newton Advanced Fellowship AwardCCF Young Scientist AwardNSFC for Distinguished Young Scholar, and KDD’18 Service Award.


I am recently working on representation learning on networks, social network mining, academic knowledge graph and AI driven MOOCs.

Representation Learning on Networks   [GNN&Self-supervised Learning] [HPC Online Talk on GNN & Reasoning] [ADL Online Talk on GNN & Reasoning] [GNN&Cognitive Graph] [Cognitive Graph] [GNN&Reasoning] [Talk at Brain-and-AI] [Talk at WeBank] [Keynote at CNCC'19 Forum] [Keynote at ASONAM'19] [Keynote at KDD'19 DL Day] [Keynote at KDDFeed'19] [Talk at KDD China'19] [Tutorial at WWW'19]  [Tutorial]


Social Network / Data Mining / Machine Learning


TALKS   Go Top

  • Keynote about Representation Learning on Networks to be given at ASONAM'19

  • Keynote about AI driven MOOCs given at EDM'17

  • Invited talk about academic knowledge graph given at WSDM'16

  • Keynote about social network mining given at SocInfo'15


Guo Long

Osaka University of Arts Design Main Course

Video creator expertise in animation, live-action, CG integrated video production, Metaverse expertise, game production / CG / illustration / animation / novel / esports expertise and hardware / software development manager, UI, UX design, design Manager, game production, CG, illustration, animation, novel, esports, practical experience of web design (Photoshop, Illustrator, etc.) Basic knowledge of coding such as HTML, CSS, etc. , Content experience for games and entertainment industry, human resources, site design experience related to manufacturers, creative director, art director, editorial designer, WEB designer, graphic designer, illustrator, character designer, goods designer, etc., creative director, video Experience as a director, photographer, editorial engineer, video producer, movie director / video creator, lighting engineer, etc., video production using After Effects 3DCG software can handle (3DSMAX, MAYA, etc.) Good at designing characters and logos that can draw picture content With experience, engaged in proposal sales, and extensive knowledge of various business fields, expertise such as new and accelerating business consulting is effectively provided. I would like to play an active role in a field that makes use of my specialized knowledge. For more than 5 years from graduating from university to the present, consistent hardware of our company and other companies' products for game animation, software SI, animation, broadcasting business, advertising business, medical institution / retail business, etc.・ Engaged in software development PM, design design PM, proposal sales, etc. He has experienced new businesses for new and existing customers and is currently managing his subordinates as a team leader.

Ability to build relationships of trust with partners

What we have strengthened in design development design sales is to make it as concrete as possible. We strengthened the creation of a system that makes people want to sell by conducting education (holding product explanation seminars), supplying sales promotion tools, designing, developing and designing sales. In 2020, we took five years to propose system replacement design development design sales to a major company together with design development design sales, and succeeded in introducing it.

・ Management ability

Both team and individual play can lead the surroundings to achieve the budget in a limited period and deadline. In order to strengthen the design, development and design sales capabilities of our subordinates, we held monthly study sessions (industry / product knowledge, presentation methods, etc.) by inviting those in charge of technology and those with high sales performance in other departments. Also, what I have been conscious of in order to raise the motivation of my subordinates is "to accurately convey expectations and share awareness" and "to pursue results so that I can become a model myself". As a result, all members were able to create a team structure that they could think and move on their own, and all 14 subordinates succeeded in achieving their annual goals.

work experience

2017.03-Currently   UFOTABLE

 Participated in the production and development of UFO Table Ghost Slayer Noblade in Japan, and was in charge of integrated video production for animation, reality programs, and CG. He is engaged in internet work and mobile content creation. (It works on a variety of websites, videos, systems, etc.) Content utilizes CG and VR technology in a variety of applications, systems, videos, etc., as well as paper media and websites. It is useful for inheriting cultural properties. Participate in the development and distribution of cashless applications, collaborate with prominent people to create website pages and promote a variety of content such as corporate products. In addition, participate in upstream processes such as planning. We also identified issues and made plans from a brand-building perspective to make the website pages easier to read. In order to protect the cultural properties of the area, we were able to complete problem solving and visualization using VR.

 Planning, development and introduction of payment applications with cashless functions.

 Customer official SNS management and planning and management of famous talent contents. We also handle a large number of contents that utilize VR, AR, CG technology, etc. We will work with internal and external creators and expert groups to promote DX. Let's work on the project with various people by utilizing the connection of the printing department, system leader, external designer, website coder, CG creator and so on. Manages about 10 to 15 members of the project. It's not just coaching according to the client's wishes. I gave advice from the planning stage. Use the Unity 3D engine for VR game development. Maintain good communication with planning and art to ensure that program functionality matches design requirements. , Ensure code quality and operational efficiency, and continue to optimize project functionality and code. We support efficient establishment. Continuous improvement and optimization of game content production process and standards, toolchain. Experience in Unity game development, complete Unity3D project experience, familiar with C #, familiar with Lua, good programming habits, strong learning ability, skilled in reading technical documents in English A strong analysis and problem-solving ability, a deep understanding of rendering is prioritized, and familiarity with technologies such as OpenGL, DirectX, Metal and Vulkan is recommended. VR game

 2018.07 --2020.04  TikTok

The head of the machine learning technology team at ByteDance, a small business, has created the best platform for enjoying TikTok content. Our aim is to provide a place of joy and inspiration by informing people of different languages, cultures and borders. In recent years, we have been aggressively expanding into Asia such as Japan, Europe and the United States. Currently, we have established subsidiaries in major cities around the world and are developing TikTok-centric applications in 150 countries. With the development of updated products and solutions, product R & D team leaders, brand designer team leaders, PSO team leaders, teams of over 50 people, and TikTok for Business advertising solutions fall into three categories. .. It's performance, brand, measurement. Product Strategy and Operations (PSO) is the department responsible for promoting product market development strategies (market development strategies). We introduced Tik Tok for Business solutions to advertisers, from functional operational support to working with project teams to resolve product improvement issues. There are also suggestions from customers on the side. Therefore, Chinese, Japanese and English are required. UX Research / UX Design / PdM Work Experience, Use Unity3D Engine for VR Game Development, Maintain Good Communication with Planning and Art to ensure program features match design requirements. We will continue to optimize your project by ensuring code quality and operational efficiency. Feature and code tweaks; help establish efficient game content production processes and standards, and continually improve and optimize the toolchain. Experience in Unity game development, complete Unity3D project experience, familiar with C #, familiar with Lua, good programming habits, strong learning ability, skilled in reading technical documents in English Prioritizes strong analysis and problem-solving capabilities, a deep understanding of rendering, and familiarity with technologies such as OpenGL, DirectX, Metal, and Vulkan. Experience in VR game development, etc.

[Business description]

 ■ Media planning, editing and writing

 ■ Orientation for external writers

■ Shooting direction

■ Production of joint advertisement

 ■ Management work, etc. ・ Editing experience on web media ・ Editing experience on print media ・ Teaching experience of an external writer ・ Shooting instruction experience ・ Experience in making partner items Internet marketing consulting This can be a daunting task, but it can be rewarding as it often depends on the client's budget, KPI settings, and execution. We do everything from upstream to downstream in network marketing such as advertising, SEO, LPO and lead generation. We also provide recruitment and sales consulting to solve customers' worries.

■ Operation of own media (affiliated site) Business content 1. Solve creators' problems and provide higher quality posts 2. In cooperation with overseas teams, propose service improvement proposals for the development of creator ecology 3. Create an FAQ portal that will be available to team members and authors. 4. Work with customer support to build an efficient inquiry response process 5. Discover insights into service improvement from consultation and lead to actual improvement 6. Plan business improvements for the entire team to effectively carry out the above tasks. [Business description] Responsible for content strategies closely related to application development. 1. Formulation of TikTok content strategy 2. Planning and implementation of hashtag challenges 3. Planning and implementation of cooperation plans with external media 4. Develop and execute strategies to optimize TikTok's

 UI / UX

2018.07 --2020.04  Baidu

Metaverse Rare pot development

Worked as a business contract

Metaverse development

XR application development

AR app development for HoloLens 2 & iPad Pro

Virtual space service development

It is a role that is comprehensively involved in the design part in content development for Oculus Quest and development work.

Design (including UI / UX) and production (including ordering direction to subcontractors and partner companies) for VR / AR / MR / VTuber applications that are outsourced and developed in-house.

Design aspect design (including UI / UX) production in VR / AR / MR R & D, designer or artist (2D, 3D), XR (VR / AR / MR) application development, game engine (Unity or Unreal Engine 4) Content development using ・ 3D modeling using Maya, Blendr, etc. ・ Planning, outsourcing management, direction, plug-in, tool development such as SDK, etc.

2018.07 --2020.04 Game industry Tencent、NetEase、Perfect World

Work as a business consignment

Design director, game production, CG, illustration, animation, novel, esports, design work (about 35 production members) Work as a business consignment

Participated in game planner / game planning / game creator, game creator (planner / designer / PG / debug), in charge of engineer / designer / planner / director

 Training experience

2021.08-2022.01 Metaverse Training institution: Meta

2021.08-2022.01 C4D animation Training institution: UFOtable

 2021.04-2022.01 AE, PS, PR

Training institution: adobe Certificate 2021.02 Adobe Certified Professional

NFT(Non-Fungible Token)

  • 1. Planning promotion business

  • It is made up of teams with successful achievements and know-how, as well as collaboration with influencers and Vtubers who are influential at home and abroad. We will research new technologies, new services created by them, and forms of PR, and support the promotion of businesses.

  • 2. Metaverse product development / NFT product development business

  • Together with a technical team with a proven track record in the area of ​​Metaverse, we are jointly researching and developing a Metaverse system that can be used for various purposes such as live performances, concerts, and exhibitions. (Scheduled to be released in the first quarter of 2022)
    By using this product, it is possible to implement a sales promotion tie-up with apparel and brands, and a monetization mechanism that combines live commerce and NFT. This opens up new possibilities for IP for fan marketing and the global market.

  • 3. New business development business

  • We are developing new businesses by utilizing the unique Metaverse technology and NFT knowledge provided by Metaheroes, the comprehensive marketing support system, and the domestic and overseas industry networks.
    In the future, in the new generation after the appearance of Metaverse, various businesses will be born and we will build a mechanism to discharge heroes who contribute to society.


We AreScience and Technology Society
HOC Intelligent Technology Co., Ltd. has been working on high-quality and original technology development by utilizing the technology and know-how built up at Cambridge University, MIT University oxford University, Harvard University, The University of Tokyo and Osaka University. In order to provide safe and convenient products, we have obtained many patents related to DX cutting-edge technology and development such as AIoT 5G blockchain quantum computing XR, AR, VR, etc., and will continue to be an "ICT company" ICT area (main areas: Fintech, communication [ AR / VR], security, media content, Bigdata, cloud, IoT / drone, marketing / advertising, medical / healthcare, robotics, power / battery, AI, Enterprise, education New energy industry (battery-related) battery (storage battery, hydrogen)・ We will continue to develop and evolve as (fuel cells, etc.) and battery materials / components, etc.). By field (environment / energy, life science, system / information science and technology, nanotechnology / materials), hardware / software development using cutting-edge technology, demonstration experiments, research and development / operation / sales of prototype products, by field ( Environment / Energy, Life Sciences, Systems / Information Science and Technology, Nanotechnology / Materials) State-of-the-art Research Development 


CEO YuHongHong 于红红
Certified accountant Tax accountant, patent attorney, labor and social security attorney, artificial intelligence researcher

Tsinghua University Visiting Professor
Born in 1970, Ph.D. in Computer Science, Harvard University, 35 years of management and cutting-edge science and technology experience .currently the head of NTT DATA P
M, a researcher of artificial intelligence, a scholar of the Chinese Academy of Sciences, a regular member of the JSAI Society for Artificial Intelligence, a member of IEEE, a member of SIGIR, a member of the CAAI China Artificial Intelligence Association, a member of the AAA1 International Artificial Intelligence Association, British Artificial Intelligence A member of the ACM, a member of the Chinese Society for Artificial Intelligence, and his main research fields are ERP consulting, cloud technology, big data, blockchain, artificial intelligence specialists, computer vision, multimedia technology, machine learning, etc.

He is a visiting professor of machine learning at Tsinghua University. Fusion with technology megatrends, state-of-the-art analytical technology includes government / local government, education / medical / healthcare, finance, manufacturing, logistics, telecommunications / broadcasting, construction / real estate, electricity / gas / water, networking, pharmaceuticals Used in agriculture, retail, manufacturing, transportation, sports, aerospace, advertising, IOT, ICT and other industries. Harvard Business School Visiting Professor, Tsinghua University Computer Science Visiting Professor, University of Tokyo Visiting Professor, University of Tokyo Visiting Professor, Osaka University Visiting Professor, Kyoto University Visiting Professor, China Science and Technology Association, Jiangsu Province Z Jiang Provincial Government Organized Contest Category A Wins First Prize Large Health Industry: Biomedical, medical equipment, smart medicine, health management, etc. received the highest award in Category A. ERP Blockchain Cloud Technology Big Data Artificial Intelligence-related fields (not limited to the field of voice processing including various fields of artificial intelligence) won the highest award in the patented product competition, Ali, Tencent, Huawei and other contracts And reached a number of contracts. AI x 5G Face Brushing has become the mainstream payment method, WYSIWYG, Short Video AI Animation x 5G, AR VR and 3D, Intelligent Driving, Finance, 5G Remote Medicine 5G AI Medicine, Intelligent Driving Intelligent Business Intelligent Medical Public Security 5G robots 5G materials, semiconductors, sports, entertainment and other technologies are our mainstream technologies, separation and purification, innovative pharmaceuticals, biotechnology, chip design, quantum dot display, multi-touch, nanomicrospheres, low carbon World-leading intelligent driving, smart manufacturing, robotics, and smart medical with key technologies for nanomaterials. Face and human body analysis technology, SLAM and 3D vision, general and professional image recognition, robot control and sensing, large-scale video understanding and mining, image and video processing to enhance medical image analysis, artificial intelligence computing Platform, AI supercomputing platform, self-developed training framework, AI high-performance storage High-performance heterogeneous computing software and hardware combined with state-of-the-art artificial intelligence algorithms and chip design capabilities Design and develop high-performance, low-cost, low-power edge artificial intelligence chips and solutions to openly enhance your partners. For intelligent driving and AIoT, we can provide edge-to-edge AI chips with ultra-cost performance, extreme power efficiency, open toolchains, rich algorithm model samples, and comprehensive activation services. Today, BPUs (Brain Processing Units) based on innovative artificial intelligence-specific computing architectures are being streamed successfully. China's first edge artificial intelligence processor-a system focused on intelligent driving and a system focused on AIoT. And it has been commercialized on a large scale. Member Science Agency of the British Association of Artificial Intelligence and the Technical Committee of the British House of Representatives (Science and Technology Committee of the House of Representatives) British Council on Artificial Intelligence Open Data Institute (ODI) Alan Turing Institute, University of Cambridge, University of Edinburgh, University of Oxford, London Including EPSRC Association of Universities, University of Oxford

State-of-the-art technology for AI, IoT, RPA, OCR-AI, ERP, cloud, big data, blockchain, ICT, 5G, 3D, AR, VR, iCLIP, core industrial software, core algorithms, neutrinos, government / local governments Education / Medical / Healthcare, Finance, Manufacturing, Logistics, Communications / Broadcasting, Construction / Real Estate, Electricity / Gas / Water, Networks, Pharmaceuticals, Agriculture, Retail, Manufacturing, Transportation, Sports, Aerospace, Advertising, IOT, ICT and Other industries

IEEE, NIPS, ICML, COLT, CVPR, ICCV, ECVC, IJCAI, AAAI, UAI, KDD, SIGIR, WWW, ACL, PAMI, IJCV, JMLR, AIJ have been published more than 100 times. 

CPA office


Learn or Die
Proud, but Humble
Boldly do what no one has done before



CTO Guo Long国龙

Certified accountant Tax accountant, patent attorney, labor and social security attorney, artificial intelligence researcher
Oxford University  Professor、doctor.

10 years of management and cutting-edge science and technology experience .currently the head of NTT  North American Laboratories PM

Born in 1995, Ph.D. in Computer Science, The University of Cambridge 

Leverhulme Centre for the Future of Intelligence,LCFI

Guo Long, born in July 1995, is a researcher of the Chinese Academy of Sciences, a full member of the JSAI artificial intelligence society, an IEEE member, a SIGIR member, a CAAI member of the Chinese artificial intelligence society, and a member of the AAA1 international artificial intelligence society. Member of ACM, British Artificial Intelligence China Member of ACM CAAI Member of China-Britain Artificial Intelligence Association

The main research areas include ERP consulting, cloud technology, big data, blockchain, artificial intelligence experts, computer vision, multimedia technology and machine learning. Dr. Cambridge Professor Oxford University

Guolong The University of Cambridge PhD

Leverhulme Centre for the Future of Intelligence, LCFI Scientist, Top Research Institute, LCFI Labs, UK

He holds a Ph.D. in Computer Science from the University of Cambridge, a professor at the University of Cambridge, and a CTO. Leader in cutting-edge technology. AI, IoT, RPA, OCR-AI, ERP, cloud, bigdata, blockchain, ICT, 5G, 3D, AR, VR, iCLIP, core industrial software, core algorithms, neutrinos, quantum artificial intelligence and other top cutting-edge technologies.

High school studying in the UK, undergraduate, master's degree at Cambridge University, in 2017 received a PhD in computer science from the University of Cambridge, UK. So far, as the project leader, he has conducted research and development in 863 major projects, sub-projects of the National Science and Technology Support Program, and projects of the National Natural Science Foundation of China, and has published 12 papers including SCI and 28 papers from EI . Collected 29 articles and obtained multiple invention patents. At present, the Institute of Information Science of the Chinese Academy of Sciences offers basic courses "Computer Vision and Image Understanding" and professional basic courses "Modern Computer Vision". Deep Tech focuses on the integration of AI, blockchain big data analysis cloud, ERP consultants and technology megatrends. Drug discovery in Eastern Europe, fintech and blockchain, fintech and blockchain in Asia. 5 core technologies-biometrics, artificial intelligence, chatbots, data analysis, blockchain. 4 sub-sectors: loans, payments, savings, insurance. Conduct special case studies related to advanced biomedicine. Data science and AI enhance specific methods of predictive analytics. For the specific vision we use to design investment strategies and work with strategic partners, advanced forecasts focus on the convergence of the DeepTech industry. Research scientists, clinicians and technicians in academia, pharmaceutical companies and AI companies. Our team includes Dr. Tasuku Honjo, Dr. Yusuke Honjo, Nobel's PD-1 Physiology, CSAIL's lead researcher, MIT Regina Barzilay, Tommi Jaakkola, Manolis Kellis and Peter Szolovits.


The main research areas are ERP consulting, cloud technology, big data, blockchain, artificial intelligence experts. The person in charge has undertaken research and development work on 863 key projects, sub-projects of the National Science and Technology Support Plan, and National Natural Science Foundation projects. More than 510 scientific papers, of which 50 are included in SCI, 60 are included in EI, 129 are included in ISTP, and 225 invention patents have been obtained

For example, computer vision, multimedia technology, machine learning, Tsinghua University professor. Convergence with technology megatrends, leading analytics technologies are used in government / local government, education / medical / healthcare, finance, manufacturing, logistics, communications / broadcasting, construction / real estate, electricity / gas / water, networking, pharmaceuticals , Agriculture, retail, manufacturing, transportation, sports, aerospace, advertising, IOT, ICT and other industries.

AI reporter sports intelligent driving AI accounting lawyer AI surgical robot AI interrogation misdiagnosed AI robot funeral VR AR 3D AI crime tracking AI image recognition. China Science and Technology Association, Jiangsu Province, Zhejiang Provincial People's Government hosted the contest and won the first prize in category A. Big health industry: Biomedicine, medical equipment, smart medicine, health management, etc. won first prize in category A.

His main research fields are computer vision, big data blockchain, and natural language processing. Chief Technology Specialist of Alibaba Group

Rugby 5G technology invented by AI deep learning (one of the artificial intelligence (AI) technologies used for image recognition and speech recognition) Developed a rugby game analysis system that combines deep learning, shooting human movements with a camera, and measuring the body passing by AI Posture and movement, AI-guided 5G technology

Professor of Machine Learning at Tsinghua University. Integration with technology megatrends, cutting-edge analytical technologies, government / local government, education / medical / healthcare, finance, manufacturing, logistics, communications / broadcasting, construction / real estate, power / gas / water, networking, and pharmaceuticals for agriculture, Retail, manufacturing, transportation, sports, aerospace, advertising, Internet of Things, ICT and other industries. Professor A of Cambridge University, Visiting Professor of Computer Science at Tsinghua University, and Visiting Professor of Chinese University of Science and Technology, Jiangsu Province, Kyoto University, won the first prize of the big health industry in the competition category A: biomedical, medical equipment, intelligent medicine, health care, etc. Won Category A Best Award. ERP blockchain cloud technology big data artificial intelligence-related fields (not limited to the field of speech processing including artificial intelligence fields) won the highest award in patent product competitions, Ali, Tencent, Huawei and other contracts and reached many contracts. AI x 5G face brushing has become the mainstream payment method, WYSIWYG, short video AI animation x 5G, AR VR and 3D, smart driving, finance, 5G telemedicine 5G AI medicine, smart driving, smart commerce, smart commerce, smart Medical, public security 5G robots, 5G materials, semiconductors, sports, entertainment and other technologies are our mainstream technologies, separation and purification, innovative drugs, biotechnology, chip design, quantum dot display, multi-touch, nano-microspheres, low carbon Global key technologies for nanomaterials smart driving, smart manufacturing, robotics and smart medical. Face and body analysis technology, SLAM and 3D vision, general and professional image recognition, robot control and sensing, large-scale video understanding and mining, image and video processing to enhance medical image analysis, artificial intelligence computing platform, artificial intelligence supercomputing platform , Self-developed training framework, artificial intelligence high-performance storage By combining high-performance heterogeneous computing software and hardware, high-performance, design and develop low-cost, low-power edge artificial intelligence chips and solutions to develop partners. For intelligent driving and AIoT, it can provide edge-to-edge AI chips with super high cost performance, high energy efficiency, open tool chain, rich algorithm model samples, and comprehensive activation services. Now, BPU (brain processing unit) based on innovative artificial intelligence-specific computing architecture is successfully streaming. China's first edge artificial intelligence processor-a system focused on intelligent driving and a system focused on AIoT. And it has been commercialized on a large scale. Member of the Chinese Academy of Artificial Intelligence, a member of the British Science Bureau and a member of the House of Science and Technology Committee, the House of Commons (Science and Technology Committee), Allen Turing Institute for Artificial Intelligence, Open Data Institute (ODI), Cambridge University, University of Edinburgh, University of Oxford, University of London, including University of Warwick EPSRC


Suitable for AI, IoT, RPA, OCR-AI, ERP, cloud, big data, blockchain, ICT, 5G, 3D, AR, VR, iCLIP, core industrial software, core algorithms, neutrinos, government / local government State-of-the-art technology education / medical / healthcare, finance, manufacturing, logistics, telecommunications / broadcasting, construction / real estate, electricity / gas / water, networking, pharmaceuticals, agriculture, retail, manufacturing, transportation, sports, aerospace, advertising, physical Internet, ICT and other industries

IEEE, NIPS, ICML, COLT, CVPR, ICCV, ECVC, IJCAI, AAAI, UAI, KDD, SIGIR, WWW, ACL, PAMI, IJCV, JMLR, AIJ have been published more than 100 times.


work experience

Dr. Guolong The University of Cambridge Cambridge

Leverhulme Centre for the Future of Intelligence, LCFI Scientist, Top Research Institute, LCFI Labs, UK

AlibabaGroup contract unit HOC Intelligent Technology Guolong Deputy General Manager CTO

Professor of computer vision, multimedia technology, machine learning, Tsinghua University. Convergence with technology megatrends, leading analytics technologies are used in government / local government, education / medical / healthcare, finance, manufacturing, logistics, communications / broadcasting, construction / real estate, electricity / gas / water, networking, pharmaceuticals , Agriculture, retail, manufacturing, transportation, sports, aerospace, advertising, IOT, ICT and other industries.

AI reporter sports intelligent driving AI accounting lawyer AI surgical robot AI interrogation misdiagnosed AI robot funeral VR AR 3D AI crime tracking AI image recognition. China Science and Technology Association, Jiangsu Province, Zhejiang Provincial People's Government hosted the contest and won the first prize in category A. Big health industry: Biomedicine, medical equipment, smart medicine, health management, etc. won first prize in category A.

His main research fields are computer vision, big data blockchain, and natural language processing. Chief Technology Specialist of Alibaba Group

Rugby 5G technology invented by AI deep learning (one of the artificial intelligence (AI) technologies used for image recognition and speech recognition) Developed a rugby game analysis system that combines deep learning, shooting human movements with a camera, and measuring the body passing by AI Posture and movement, AI-guided 5G technology

JSAI Artificial Intelligence Society Regular Member

CiNii Articles:

CiNii Books:

CiNii Dissertations:

Scientific Research Grants Support Business | Japan Society for the Promotion of Science

Scientific research grants help undertakings-Scientific research costs-: Ministry of Education, Culture, Sports, Science and Technology

Government Office of Science and UK House of Commons Science

The Technical Committee (The House of Commons ’Science and Technology Committee)

British Council on Artificial Intelligence

Open Data Institute (ODI)

Including the Alan Turing Institute and the EPSRC Association of Cambridge University, Edinburgh University, Oxford University, University of London, University of Warwick Association for Artificial Intelligence

Member of AAA1 International Artificial Intelligence Association

Harvard University, Oxford University, Cambridge University are the leading research and academic fields in the field of top doctoral professors. The technology R&D team has more than 380 people.
The characteristics of the team are graduates from prestigious schools, background in science and engineering, management elites, Silicon Valley, Harvard, MIT, Oxford and Cambridge, and clear thinking. Relying on technological innovation, advanced management, high barriers to entry, establishing network effects, brand effects, patented technologies and scale effects, competition is prepared for losers, and we can do business that other companies simply cannot do. Determine our CAC/LTV ratio (that is, the user acquisition cost/user lifetime value ratio of paid marketing) and continue to increase this ratio. Establish our core competitiveness. The niche market has explosive growth. Our team has successfully cooperated with the team for more than 10 years. The profitability data of market traction is rising.Successful funding from Google, Amazon, Apple and Arm provided 13 million pounds for its probabilistic modeling platform. Professor Steve Young from the development team of the University of Cambridge in Cambridge, and the team of Professor Guolong in Information Engineering

Official member of JSAI Artificial Intelligence Society, IEEE member, SIGIR member CAAI Chinese Artificial Intelligence Society member, AAA1 International Artificial Intelligence Society member. A member of ACM, the British artificial intelligence Chinese ACM Specialist, his main research areas include ERP consulting, cloud technology, big data, blockchain, artificial intelligence experts, computer vision, multimedia technology and machine learning.
AI, IoT, RPA, OCR-AI, ERP, cloud, bigdata, blockchain, ICT, 5G, 3D, AR, VR, iCLIP, core industrial software, smart chips, smart driving, core algorithms, neutrinos, quantum artificial intelligence And other top cutting-edge technologies. For government/local government, education/medical/healthcare, finance, manufacturing, logistics, communications/broadcasting, construction/real estate, electricity/gas/water, network, pharmaceutical, agriculture, retail, manufacturing, transportation, sports, space Aviation, advertising, IOT, ICT and other industries. AI journalist sports intelligent driving AI accounting lawyer AI surgical robot AI consultation Misdiagnosis no ai robot funeral VR AR 3D AI crime tracking AI image recognition

IEEE, NIPS, ICML, COLT, CVPR, ICCV, ECCV, IJCAI, AAAI, UAI, KDD, SIGIR, WWW, ACL, PAMI, IJCV, JMLR, AIJ have continuously published more than 1,000 top academic papers. The artificial intelligence competition won 500 awards. More than

With the world's leading AI, IoT, RPA, OCR-AI, ERP, cloud, bigdata, blockchain, ICT, 5G, 3D, AR, VR, iCLIP, core industrial software, core algorithms, neutrinos, quantum artificial intelligence, intelligence Driving, smart chips and other top core technologies, these core technologies all come from independent research and development, with independent intellectual property rights. Actively advocate sunshine and health
The corporate values of the business philosophy, compliance with applicable laws and regulations, product technologies are widely used in smart chips, education, healthcare, finance, sports, security, new retail, unmanned driving, robots, IOT, ICT, smart manufacturing, smart transportation, smart cities , Smart home, smart management, RPA, smart factories, smart logistics, nano new materials, new energy, carbon neutrality, environmental protection, SDGs, EDG, and other social inclusive fields

The company has strong own capital and believes in a geek culture. The core team members are all industry elites with senior R&D and management experience from Google, Amazon, Facebook, IBM, Microsoft, Nvidia, Huawei, Tencent, and Alibaba. Computer software, computer technology, network technology, network technology, aerospace construction technology, 3D printing technology, etc. Our scientist The famous deepmind top scientist is also the chief scientist of Google, From Google, Amazon, Apple and Arm successful £13million funding round for its probabilistic modelling platform. Professor Steve Young information engineering at the University of Cambridge development team based in Cambridge ".

The technology held by the leading scientists and professors of the leading scientist team of the Microsoft Cambridge Research Institute in the United Kingdom: financial information analysis technology, biomedical data analysis technology, DNA cell analysis technology, Internet of Things data analysis technology, motion behavior analysis technology, face Ministry of Recognition and Analysis Technology, Skeleton Analysis Technology, Manufacturing Automation System, Automatic Design Model Technology, Cloud System, Cultural Education System

Such as carrying out special case studies related to advanced biomedicine. Specific predictive analysis methods authorized by data science and artificial intelligence. .Top 100 AI drug discovery and advanced medical field leaders" (PDF) research scientist, clinician and technical expert in academia, pharmaceutical companies and artificial intelligence companies. The winners include CSAIL principal investigator and MIT professor Regina Barzilay, Tommi Jaakkola, Manolis Kellis and Peter Szolovits. etc.

Example: Treatment of infertility AI technology medical big data analysis, now it can treat azoospermia. The method of making surviving sperm into the human body. AI technology medical big data analysis, now it is possible to make the surviving sperm into a chip and implant it in the human body. The method can be cured. 

Signed a cooperation agreement with Zhejiang Enze Hospital's anti-cancer "magic drug" research cooperation, the world's top scientist-Randy Wayne Shekman 2013 Nobel Prize in Physiology or Medicine, a famous American cell biologist , Enze Hospital, a member of the National Academy of Sciences, developed by Taizhou Pharmaceutical Enterprise Google’s technology is currently possible for Huawei, and Huawei has signed a contract with Harbin Niuqiao.
Harniu Bridge is a team based in the United States and the United Kingdom, and Google's technology is also one of the main cores of our team, which is a strong alliance. British Liverpool team signs Smart Sports
Japan's asteroid space exploration AI, Kyoto University's medical AI big data analysis won the 2018 Nobel Prize, and intelligent translation is used in search engines. At the beginning of the establishment of the Institute, the company actively deployed artificial intelligence, blockchain and other cutting-edge fields, and established various module laboratories in Nanjing, Shanghai, Hangzhou, Suzhou, and Taizhou. We uphold the concept of technology first, products for use, relying on strong technical strength, while connecting and cooperating with universities and scientific research institutions at home and abroad, continue to innovate, strive for excellence, output first-class research results in the industry, and actively embrace the market and combine User experience to create high-quality commercial products.

With Microsoft, Microsoft Cambridge Research, IBM, Samsung, H2o, Google, Intel, HP, intel, Amazon, CAPCOM, Domo, MonotaRO Co., Ltd., Kubota Machinery, SCSK Co., Ltd., Kubota Co., Ltd., Komatsu Machinery, Shimizu Construction, Ali Baba, Hang Seng Electronics, Yahoo, Tencent, Huawei, Facebook Paris Research Institute, SAP, Oracle, salesforce, British Liverpool team and Li Ning Sports, Ali Sports, momenta, Super Sports XEBIO Sports Goods Physical store, TikTok (TikTok Douyin), NVIDIA, NTT, NTTDATA, Softbank, Samsung DIDI Smart Driving, freee Co., Ltd., Abam Co., Ltd., ARTNER Co., Ltd., DeNA Co., Ltd., American Industrial Co., Ltd. Robot Intelligent Robot Boston Dynamics, Toshiba Intelligence System Co., Ltd., Hitachi, NEC, TOYOD, Mitsubishi Group, Mitsui Group, TIS, KONAMI, PWC, Accenture Consulting, BearingPoint Consulting, Capgemini-Ernst & Young Consulting, Deloitte Consulting, IBM Consulting, sas, Haoop, matlab, Tableau Kobayashi Pharmaceuticals, Suning Group, JD TOYODA Honda SenseTime (SenseTime) despise Yitu Momenta  Horizon Fourth Paradigm, Qualcomm, Philips, Siemens, Sony, Intel, Canon and other famous companies have contracts. R&D Center China Nanjing Headquarters, Hangzhou Headquarters, Shanghai Headquarters, Taizhou Branch, Lishui Department, Suzhou Branch, etc., Japan, the United Kingdom, the United States, Germany, South Korea, etc. 

Based on the original technology system, the AI deep learning platform is the core "brain" quantum computing cloud and other cutting-edge technologies as the guide, the layout of multi-field, multi-directional cutting-edge research, and quickly get through the application of AI and other cutting-edge technologies in various vertical scenarios.
Research has always adhered to originality, continuous breakthroughs and innovations, and has established in-depth cooperative relationships with dozens of first-class universities and research institutes at home and abroad. It has deep academic accumulation in the field of artificial intelligence and a sound talent training mechanism. The Harvard Graduate School of Design, Harvard University School of Design, is considered to be one of the best design schools in the world. Cooperation with Harvard University, Cambridge University, Oxford University MIT, Tokyo University, Kyoto University, Osaka University, Tsinghua University, Chinese Academy of Sciences, etc.

The development team is composed of top AI application technology experts from China, the United States, the United Kingdom, and Japan. It has successfully developed a series of projects such as deep learning training platforms, distributed data storage, global supercomputing centers, edge computing products, and technical communities. It has gathered more than 30,000 AI developers and enthusiasts from major universities and companies around the world. Begin the process of internationalization, radiate European and American countries with the US subsidiary as the core, and use the regional advantages of the British Singapore subsidiary and Hong Kong subsidiary to drive the development of Southeast Asian markets such as Taiwan, Malaysia, Indonesia, and Thailand.

R & D Engineering Center
• Patent invention
• Product Center
• Product Center
• Patented technology:
• Financial information analysis technology,
• Biomedical data analysis technology,
• DNA cell analysis technology,
• Internet of Things data analysis technology,
• Movement behavior analysis technology,
• Facial recognition analysis technology,
• Bone analysis technology,
• Manufacturing automation system,
• Automatic design model technology,
• Blockchain cloud system,Quantum computing supercomputing platform
• Cultural education system, etc.


HOCITGROUP NFT是一种什么样的服务?我问HOCITGROUP总裁兼HOCIT集团NFT事业部CTO国龙先生。 专注于体育、偶像、漫画/动漫、游戏、艺术、SDGS x 科研开发六大领域,IP(知识产权)持有者可以发行NFT,为企业和用户搭建销售网站。我们为消费者提供允许个人买卖购买的 NFT 产品的服务。

No-code AI is a category in the AI landscape that aims to democratize AI. No-code AI means using a no-code development platform with a visual, code-free, and often drag-and-drop interface to deploy AI and machine learning models. No code AI enables non-technical users to quickly classify, analyze data and easily build accurate models to make predictions. Businesses need to build AI models. No-code AI solutions have not yet replaced data scientists. This is still an emerging field. Increasing the maturity and flexibility of existing solutions and widespread integrations will drive more adoption. No-code AI reduces the time to build AI models to minutes enabling companies to easily adopt machine learning models in their processes. Thanks to no-code solutions, business users can leverage their domain-specific experience and quickly build AI solutions. One of the most obvious benefits of automation and no code technologies is savings. Companies need fewer data scientists when they can have their business users build machine learning models. For businesses that already have a data science team, requests of other employees shift the team’s focus to easy-to-solve tasks. No-code solutions minimize these distracting requests since they enable business users to tackle such requests themselves.These categories may merge into one category that enables non-technical employees to quickly develop AI solutions. However, currently, the categories are slightly different:AutoML solutions are focused on empowering data scientists to be more efficient. They provide transparency on the whole machine learning pipeline which increases complexity but also allows data scientists to refine how models are built.No code AI solutions are focused on helping non-technical users build ML models without getting into the details of every step in the process of building an ML model. This makes them easy to use but harder to customize. No-code vendors are positioned in the market based on their technology such as NLP, computer vision, voice recognition, analytics.

Main business
● Comprehensive consultation support business
We receive various consultations on elderly people, etc., connect to appropriate institutions, systems, and services, and provide necessary support.
● Rights advocacy
We will work with related organizations to support the protection of the rights and property of the elderly and to prevent abuse.
● Comprehensive and continuous care management support business
As support for care management that supports the independence of the elderly, we provide daily guidance, consultation, and advice to care managers.
● Long-term care preventive care management business
We support the creation of long-term care preventive care plans for those who may be in need of support or long-term care, and the smooth implementation of long-term care prevention projects.

● Services such as life support
● Watching and confirming safety
It is a service that confirms the safety of the elderly and watches over them by local residents' associations, neighborhood associations, private businesses, etc. together with housework support. In addition, the safety confirmation includes a service that allows you to make a report in an emergency.
● Meal distribution (+ watching)
It is a service that not only distributes food, but also confirms your safety and watches over you when you visit.
● Housework assistance
It is a service that supports household chores necessary for daily life such as shopping, cleaning, cooking, and laundry.
● A place for interaction and attendance
It is a service that holds mini-day services by various actors such as residents and NPO groups, places for interaction such as community salons, and classrooms involving professionals such as exercise, nutrition, and oral care.
● Caregiver support
It is a service that supports caregivers, such as a gathering of family members who are caring for them and a classroom of knowledge and skills for maintaining and improving the condition of those who are using the care service.
● Going out support
This service provides mobility support to those who have difficulty going to the hospital or shopping alone.
● Multi-functional base
It is a service that combines various services such as supermarkets, convenience stores, restaurants, nursing care consultation counters, salons and gymnastics classes.
● Other services that the municipalities deem appropriate
This service does not correspond to the above.

● Consultation counter for dementia
"Community Comprehensive Support Center", "Dementia Disease Medical Center", "Home Care" "Support center" etc. are set up.
Don't worry alone, please contact us first.
Example of consultation desk
● Regional Comprehensive Support Center
Municipalities will be the main actors, and public health nurses, social workers, chief care support specialists, etc. will be assigned to provide necessary assistance for maintaining the health of residents and stabilizing their lives, thereby comprehensively covering local residents. The purpose is to support.
● Dementia Disease Medical Center
It plays a role in prompt differential diagnosis of dementia, acute medical treatment for behavioral / psychological symptoms (BPSD) and physical complications, specialized medical consultation, cooperation with related organizations, and holding of workshops.
● Home care support center
For the purpose of improving the welfare of the elderly and their families in the area, we will provide consultation support rooted in the small area, grasp the actual situation of the area, coordinate with related organizations, and build a network.
● Paid nursing home
Based on the provisions of Article 29, Paragraph 1 of the Act on Social Welfare for the Elderly, move in the elderly
①Providing meals, ②Providing long-term care (bathing, excretion, meals), ③Providing household chores such as washing and cleaning, ④Health management services
It is a facility that provides any of the services (s) from (1) to (4).
Types of paid nursing homes
There are two main types of pay nursing homes, and the way to use the long-term care insurance service is different.
● Paid nursing home with long-term care (paid nursing home designated as long-term care for residents of specific facilities)
We will use the long-term care insurance service (living care for residents of specific facilities) comprehensively provided by pay nursing home operators.
● Residential-type pay nursing homes (paid nursing homes that are not designated as long-term care for residents of specific facilities) 

主营业务 ● 综合咨询支援业务 我们接受有关老年人等的各种咨询,连接到适当的机构、系统和服务,并提供必要的支持。 ● 维权 我们将与相关组织合作,支持保护老年人的权利和财产,防止虐待。 ● 全面持续的护理管理支持业务 作为支持老年人独立的护理管理的支持,我们为护理经理提供日常指导、咨询和建议。 ● 长期护理预防护理管理业务 我们支持为可能需要支持或长期护理的人制定长期护理预防护理计划,并支持长期护理预防项目的顺利实施。 ● 生命支持等服务 ● 观察和确认安全 是由地区自治会、居委会、民间企业等确认老年人的安全,并提供家务支援的服务。此外,安全确认包括允许您在紧急情况下进行报告的服务。 ● 配餐(+观看) 这是一项服务,不仅可以分发食物,还可以确认您的安全并在您访问时监视您。 ● 家务协助 这是一项支持日常生活所需的家务的服务,例如购物、清洁、烹饪和洗衣。 ● 互动和出席的场所 它是一种由居民和 NPO 团体等各种参与者举办的小型日间服务,社区沙龙等互动场所,以及涉及运动、营养和口腔护理等专业人士的教室。 ● 看护者支持 它是一种支持看护者的服务,例如聚集照顾他们的家庭成员,以及用于维持和改善使用护理服务的人的状况的知识和技能教室。 ● 走出去支持 这项服务为那些难以独自去医院或购物的人提供行动支持。 ● 多功能底座 它是一种结合了超市、便利店、餐厅、护理咨询柜台、沙龙和体操课等各种服务的服务。 ● 市政府认为合适的其他服务 本服务与上述不符。 ● 痴呆症咨询台 设立“社区综合支援中心”、“痴呆症医疗中心”、“居家护理”“支援中心”等。 不要一个人担心,请先联系我们。 咨询台示例 ● 区域综合支援中心 以市政府为主体,派出公共卫生护士、社会工作者、首席护理支持专家等,为维护居民健康、稳定生活提供必要帮助,全面覆盖当地居民。支持。 ● 痴呆症医疗中心 它在痴呆症的及时鉴别诊断、行为/心理症状(BPSD)和身体并发症的急性医学治疗、专业医疗咨询、与相关组织的合作以及举办研讨会等方面发挥着作用。 ● 居家护理支援中心 以提高区域内老年人及家属的福利为目的,扎根小区域提供咨询支持,把握区域实际,协调相关组织,搭建网络。  ● 有偿疗养院 根据老年人社会福利法第二十九条第一款的规定,老年人搬家 ①提供膳食,②提供长期护理(洗澡、排泄、膳食),③提供洗衣、清洁等家务劳动,④健康管理服务 它是提供从 (1) 到 (4) 的任何服务的设施。 付费养老院的类型 付费养老院主要有两种类型,使用长期护理保险服务的方式不同。 ● 带长期护理的有偿养老院(指定为特定设施居民长期护理的有偿养老院) 我们将综合使用有偿养老院经营者提供的长期护理保险服务(特定设施居民的生活护理)。 ● 住宅型收费疗养院(未指定为特定设施居民长期护理的收费疗养院)


作为一家进行世界一流研发的网络型研发ICT公司,我们将引领未来的共创创新。科技研发公司 英国、加拿大、美国、德国、日本、中国 我们将共同创建和支持我们的基地,开发和提供具有高品质和独特技术的尖端科技产品,开辟繁荣的未来. 增加。我们支持利用人工智能(人脸识别和深度学习的应用)等前沿技术的研究和示范实验,规划新技术领域的服务和产品,并展示概念模型。产学府合作“连接尖端技术和商业”尖端技术领域的研究和研究系统咨询解决方案服务产品解决方案我们支持竭尽全力克服电晕灾难的公司!以六种形态(药物、医疗器械/保健、再生/细胞/基因治疗、基因组/数据基础设施、疾病基础研究、种子开发/研究基础设施)等为中心的综合项目开发的新医疗技术。疾病。此外,还有6个与日本现在将成为社会问题的疾病领域(癌症、生活习惯病、精神/神经系统疾病、老年/痴呆、疑难杂症、生长发育、传染病等)相关的研究和开发并且在未来,它在综合项目计划主任 (PD) 和疾病区域协调员 (DC) 的执行控制下跨综合项目推广。信息和系统研究机构信息学研究所是日本唯一的学术研究机构,其使命是在信息学的新学术领域创造未来价值。从信息学的基础理论到人工智能、大数据、物联网(IoT)、信息安全等前沿课题,从长远的角度出发,以基础研究为目标,解决广泛的研究领域的社会问题。我们正在推动实践研究。
为了支持信息学等广泛的学术领域,我们建立了四个研究体系,“信息学原理研究体系”、“建筑科学研究体系”、“内容科学研究体系”和“信息社会相关研究体系” ,并从基础应用它们。我们正在进行独特的研究。
除了追求算法和计算复杂性理论、人工智能、机器人和量子计算等信息学的新原理和理论之外,我们还开展研究,旨在开发支持未来社会的新技术和新领域。 .
算法、人工智能、机器学习、深度学习、大数据分析、数据挖掘、数学建模、数值分析、计算科学、网络信息学、神经科学、量子信息以及与这些边界区域相关的新原理和理论等。 高级研究为新应用创造可能性
→ 信息学主要研究人员介绍
→ 建筑科学研究人员介绍
→ 内容科学研究人员介绍
隐私 信息保护与利用、下一代匿名化、数据治理、下一代 IR 基础设施理论、数据政策理论、数据利用人力资源开发理论、数字人文、IT 医疗、数据可靠性评估、云资源、数字教育、研究和开放创新基础设施的发展,以及与这些主题相关的人文和社会科学研究
→ 介绍信息社会相关研究的研究人员

个性化医学、再生医学、基因组 通过医疗技术、生物制药等延长健康预期寿命 预防的进步、人工智能的进步、技术领域机器人的高性能
人工智能的运用 痴呆症护理 自我支持 防止恶化 长期护理的需要状态等 维持/改善 健康/医疗护理/长期护理 ・康复/营养等数据...脑科学。驱动机器人的驱动器 护理机器人提供护理服务 智能工作场所 使用AI的健康管理 人工智能辅助医生... 日本正在迎接世界上第一个快速老龄化社会 在医疗和长期护理改革中
用 AI x 机械臂支持医疗和长期护理

除了精致的可动手指,该团队还制作了一个零盲点的七轴机器人。这比一般的 6 轴机器人具有更广泛的运动范围。您可以将手臂弯曲到人类无法达到的角度。此外,由于具有可自由活动的颈部和3D立体视觉系统,因此可以在更大范围内扫描周围物体。换句话说,它具有“空间感”。此外,可以通过人工智能识别事物。
我在大学里研究触觉已经将近 20 年了。然而,普遍的反应是我们不知道触觉研究是做什么的。事实上,近年来,一项名为“Haptic”(意为“触觉”)的技术,通过振动和运动给予触觉反馈的技术一直备受关注,而Facebook正在显示其在该领域的存在。
触觉研究与这些基本相同。 “阐明人体皮肤感觉的传感器” “实现传感,使机器人表面具有与人类相似的触感” “通过呈现适当的振动/压力模式来人工再现感觉” 正在世界各地进行主题研究如。
Nintendo Switch 中也使用的触觉研究
例如,智能手机的振动可以说是广泛的触觉研究的结果。在最近的 iPhone 中,通过再现适当的振动模式,您可以再现点击的感觉,而不是物理按下按钮。
近年来,游戏公司特别关注触觉研究,将其用于控制​​器功能。在Nintendo Switch中,它被称为“HD振动”并呼吁它具有高清晰度(HD:High Definition)的触感。使用名为“1-2-Switch”的软件,您可以利用控制器的触感,通过振动来享受游戏。 PlayStation 5 控制器 DualSense 正在谈论诸如“触觉反馈”和“自适应触发器”等新功能。触觉以产生将按钮推回的力的形式被利用,从而改善游戏中的身临其境的感觉。
盲文是通过触摸传达符号信息的最简单方法。盲人通过触觉可以通过触摸凹凸不平的图案来理解字符信息。然而,能够阅读盲文的视障人士并不多,2006 年厚生劳动省的一项调查报告称,视障人士回答能够阅读盲文的比例为 12.7%。盲文并不总是必不可少的,因为一些视障人士有弱视和视野变窄等低视力,而且最近,基于机器的文本转语音技术已经普及。然而,盲文作为视觉替代信息获取渠道的普及率并不高。
关于这一点,是否有可能在没有训练的情况下通过触觉传达文本信息已经做了一些研究。我们实验室之前的一项研究发现,如果你拿着一支笔,并且笔自动移动来写字母,拿着笔的人可以相当准确地识别文本信息......已经证实,以每秒一个字母的速度,可以以 90% 或更高的准确率理解字母表中的 26 个字母。
Facebook 正在积极研究通过这种触觉传递符号信息。在每两年举办一次的触觉领域最大的国际会议World Haptics上,公司在2019年论文接受机构排名中名列第一。这个数字是排名第二的东京大学的两倍。在前几天举行的21年大会上,虽然演讲数量很少,可能是受到了电晕灾难的影响,但毫无疑问,他正在专注于触觉研究。
Facebook 的想法是在与以前不同的渠道上输入和输出这些信息。
关于信息的“输出”,他们似乎正在考虑直接读取大脑信号并将其作为信息输出,而无需发出声音或移动手。这就是前面提到的“大脑中的打字”,但也是脑机接口(BMI)领域被广泛研究的一个话题。例如,对于患有ALS(肌萎缩性侧索硬化症)等全身肌肉无法活动的疾病的患者,有一种应用程序可以通过在头脑中思考来将自己的意图发送到外部。经过考虑的。人工智能 (AI) 和机器学习技术的最新进展使适当分析测量的 EEG 模式成为可能。大约在 Facebook 提出建议的同时,美国主要电动汽车制造商特斯拉的创始人埃隆马斯克提出了“Neuralink”,通过在大脑中植入电极来扩大容量。
Facebook 的目标是在这里使用触觉作为一个新渠道。触觉是一种广泛分布于全身的感觉。由于视觉、听觉、嗅觉和味觉四种感觉都集中在眼、耳、鼻、口等感觉器官,如果被某种刺激占据,就很难呈现更多的信息……在触觉方面,即使用手握住手柄,手臂、肩部、腹部和大腿等部位仍有许多未使用的区域。例如,通过在此处给予适当的刺激,如果您可以像用耳朵听声音一样传达信息,那么即使在开车和听音乐时,您也可以检查收到的邮件的标题。
2017年读《聆听皮肤》一文时,我最感兴趣的是皮肤到底能传递多少信息。我认为触觉不够智能,无法传达精确的文本信息。动画《鲁邦三世》开幕 有一种字幕像闪光灯一样逐字显示的作品,但很多人可能会觉得难以阅读。同样,当触觉被一个一个地象征性地表现出来时,我认为很难在时间方向上将它们连接起来并理解为句子。
Facebook 于 19 年在 World Haptics 上公布的结果正是基于两年研究的这个问题的答案。一言以蔽之,内容就是不假设传输精确的文本信息。
我认为这对 Facebook 的战略意义重大。在 SNS 上,用户通过象征性的情绪进行交流,例如“喜欢”和“悲伤”。如果我们能直观地感受这几种情绪就好了。
仔细想想,即使是LINE等,也经常会不直接写评论而得到图章。如果你能以某种方式传达伴随邮票的情感细微差别,你就不需要在那里写一句话。 Facebook 的一系列研究让我觉得使用触觉作为一种新的渠道在未来会出现。
Facebook 的策略是使用触感,以免与快速填满的视听感竞争。从信息利用的角度来看是合理的,也就是恰当地利用空缺的意义,但从“意义越来越被填补”的角度来看,可能需要停顿一下。

未来 30 年,世界 65 岁以上人口将增加两倍,达到 15 亿,预计与老龄化相关的成本将相应上升。事实上,有人估计,到2050年,心脏病、阿尔茨海默病和糖尿病等慢性病对经济的影响将超过47万亿美元。
在美国的医疗体系下,65 岁以上的人在医疗保健上的花费是 25 岁以下的人的五倍多。到 2030 年,美国 65 岁以上的人口预计将达到每人三个。
目前,日本的医疗费用占GDP的8%,但研究显示,由于数十年的经济停滞、过度使用昂贵的品牌药物等原因,它是世界上最古老的社会。估计医疗费用将增加到到 2025 年占 GDP 的 11%。
虽然老年人口占日本总人口的 28.1%,但有 460 万人,即 65 岁以上老年人的五分之一患有阿尔茨海默病,这是一种严重的流行病。随着老年人口的增长,这个数字预计还会增加。
日本在无人机在再生医学、机器人和人工智能、自动驾驶汽车和服务行业的实际应用方面迈出了重要的一步,成为世界领先者。所有这些都旨在为老龄化社会实现卓越的移动性、连通性和寿命方面发挥重要作用。特别是,日本正在推动支持机器人的发展。医疗保健是社会 5.0 的重要支柱。日本的医疗保健得到全民医保体系的支持,来自学术界、工业界和政府之间横向联系的丰富原始数据为日本几十年来的经济模式奠定了基础。...
• 基因组不稳定性:导致基因损伤的内部和外部因素在人的一生中都会在体内累积。这已被证明会加速衰老。
• 端粒缩短:端粒是保护染色体末端并在每次细胞分裂时缩短的“盖子”。随着时间的推移,端粒会缩短,直到细胞不再分裂,这会导致疾病。
• 表观遗传突变:个人生活经历和环境因素导致基因表达的突变,而不是影响衰老的 DNA 突变。
• 蛋白质稳态的丧失:细胞蛋白质随着年龄的增长而错误折叠,导致体内平衡功能的丧失。此类受损蛋白质的积累会导致衰老和与衰老相关的疾病。
• 营养感觉失调:存在调节新陈代谢的途径,其中的蛋白质受营养水平的影响并且也参与加速衰老。
• 线粒体功能障碍:随着年龄的增长,线粒体(调节体内新陈代谢的能量工厂)开始出现功能障碍。
• 细胞衰老:“老化”细胞无法像年轻细胞那样迅速消除,并且会在体内积聚,从而对健康产生不利影响。
• 干细胞耗竭:四种有助于再生新组织细胞的干细胞的活性随着年龄的增长而下降。
• 细胞间通讯的变化:细胞间通讯随着年龄的增长而受阻,导致炎症和组织损伤。
医疗保健是一个价值 3 万亿美元的美国产业,人工智能将创造新的、创新的大型企业,这些企业将在 2030 年代和 2040 年代占据主导地位。
CBinsights 的数据显示,2018 年,风险投资向美国近 500 家初创公司投资了 100 亿美元。领先的技术公司、风险投资公司和政府也在积极研究技术进步。
数字医疗市场有 18000 家初创企业,价值 1450 亿美元。投资者在 2018 年在数字健康方面投资了 68 亿美元。人工智能法规尚未到位,但数字健康或多或少将得到全面实施,并且将更容易实施。到 2021 年,医疗 AI 市场预计将实现 40% 的综合年增长率。这主要是因为人工智能有可能将医疗结果提高 30-40%,同时将治疗成本降低一半。
从早期检测到改进的医疗诊断,人工智能不断改变世界。人工智能和机器学习正在以多种方式改变医疗保健,包括消费者如何使用服务、医疗保健提供者如何提供医疗保健以及可以实现什么样的健康结果。 AI具有破坏力,而这只是开始。
医疗保健最终可能成为人工智能带来最大变化的领域。机器学习将对神经网络医学成像、NLP 电子医学数据挖掘、深度强化学习和使用 5G 的机器人手术等领域产生重大影响。此外,通过将机器学习技术应用于可穿戴设备,传感器数据可以被处理并用于预防医学。
未来,从 Twitter 和 Facebook 等社交媒体网站、可穿戴设备、环境传感器等收集的数据将与遗传和蛋白质组数据相结合,以更明确地定义特定疾病的风险和发病率,这将很重要。只有利用这些知识,企业才能使用医疗机构。 消费者将能够开发可用于中断这一过程的低成本干预措施。结合通过多次诊断、传统实验室测试和可穿戴设备收集的数据,可以更全面地了解疾病风险,促进医疗机构和健康教练的长期行为改变。您将能够优先考虑简单且低成本的干预措施。
人类的寿命延长了,但生活质量并没有提高。人工智能的进步正在对老龄化研究领域产生重大影响。 AI 具有在复杂非线性数据中识别相关模式的独特能力,而无需对生物过程进行演绎或机械理解。人工智能揭示了身体中发生的复杂、整体和综合的关系。
人工智能已经在解决流程效率低下和昂贵的人工治疗问题并防止人为错误方面取得了快速进展,确保它重新定义了患者护理的最初目的。释放 AI 的力量需要与医疗保健 IT 专业人员和行业最终用户密切合作。我们需要专注于构建更复杂的社会过程,以提高人类的能力和社会联系。这些机制包括新技术,如自动驾驶汽车、隐形物联网传感器、移动健康应用程序和数字健康应用程序,以及为支持经济增长而构建的相关服务。
“大约 10% 的患者死亡是由于误诊造成的,这占医院问题的 6-17%。”来源-国家科学院
AI 解决方案可以加快诊断速度并提高准确性。与今天的大多数医生相比,这可以在多个领域进行更好的诊断。然而,人工智能在医疗实践中的整合仍处于起步阶段,将我们最个人的数据提供给已经为自身利益收集个人数据的公司会带来很多风险,我参与其中。
• 卫生信息系统的低效协调和整合
• 临床医生和患者之间的沟通差距
• 诊断支持不足的传统医疗服务体系
由于关于患者结果的可用数据有限,人工智能在医疗诊断中的应用目前还处于起步阶段。到 2022 年,人工智能可能更有可能影响医疗机构和医疗系统进行诊断的方式。人工智能将在改变个人实时查看其健康变化的能力方面发挥作用。
根据 HIMSS Analytics 2017 的基本概述,不到 5% 的医疗保健组织目前正在使用或投资人工智能技术。
目前主要制药公司使用的 IT 是传统的,基于遗留系统,不可互操作,并且没有数据标记。随着基于人工智能的系统的引入,制药公司不仅可以解决这些挑战,还可以降低成本并开发有效的新疗法。
AI 在病理学中的应用简化了图像分析、稀有对象的识别、形态学分割和整个载玻片的数字成像。在最近的临床实践中,人工智能和数字病理学的快速引入为基于价值的护理提供了新的可能性。
结合人工智能和物联网可以创造巨大的价值。这种称为医疗物联网 (IoMT) 的先进技术允许各种医疗设备和传感器连接到互联网,以收集大量重要的患者数据。这些收集到的数据可用于分析和使用,以了解患者的病情,做出快速准确的医疗诊断,以及了解医疗机构的资源使用模式。
许多医疗机构对 IoMT 的好处感兴趣。 IoMT 为慢性病患者和医疗机构提供了极大的缓解。借助 IoMT,可以在家中舒适地实时监测患者。
虽然 68% 的受访者表示机器人是有益的,因为它们可以帮助人类,但他们不愿意在医院和长期护理机构中获得机器人帮助或与他们交流。只有 26% 的人表示他们没有机器人。
• 交互式人工智能代理——用于高级管理和老龄化的交互式/认知人工智能代理,例如 Ipsoft Amelia。
• Robot Concierge 帮助老年人继续独自生活。这些机器人提供各种支持,从烹饪到清洁再到社交。机器人提供长期护理,在某些情况下还提供社交互动,但一些研究人员也面临着挑战,例如如何将道德应用于这一独特的人类挑战……
• 移动机器人远程呈现 (MRT) 系统已被证明可以与老年患者进行建设性的社交互动。 MRT 基本上是一个轮式机器人,带有高高的显示器,可以使用简单的智能手机应用程序进行远程控制。捷运允许亲戚和社会工作者经常“探访”老年人,即使他们住在很远的地方。老年患者无需操作设备,无需任何操作即可与社工和家人互动。
• 人形机器人已经进化到足以提供老年人特别需要的护理。这些机器人不仅可以捡起物体并独立移动,而且还可以使用例如手臂和手的运动来进行自然的、类似人类的交互。更先进的仿人机器人配备有触摸屏等设备和传感器。许多老年人发现触摸屏难以使用,更喜欢向机器人发出交互式命令并阅读屏幕上的响应。另一方面,对于因衰老而耳聋和视力受损的老年人来说,选择使用触摸屏是必不可少的。类人机器人专注于评估技术的功能,而不考虑潜在的社会和伦理影响。由于其性质,人形机器人通常被认为有助于减少孤独感。
• 在不久的将来,手术机器人将能够在许多常规手术中表现得比医生更好。预计未来医疗技术的引进将进一步加速。
深度学习根据之前遇到的数据进行推理 是。例如,人工智能将如何影响几乎所有可能的诊断、过程、结果和医生,而不仅仅是医疗方面的一个好主意,如果您输入更多与医疗相关的数据,就可以获得。
用于年龄预测系统开发的最新深度学习技术为以前不兼容的动态和静态数据类型提供了新的可能性。一种建立因果模型的新方法,使用人工智能驱动的衰老生物标志物来获得生物过程的完整图像,提取最重要的特征,并识别生物靶点和机制。将成为可能。生成对抗网络 (GAN) 和强化学习的最新发展使生成各种合成分子和患者数据、识别新的生物目标以及生成具有预期特性和 Gero 保护剂的新分子化合物成为可能。
正在开发计算方法来设计药物化合物并构建大型虚拟化学库,可以在药物发现中更有效地进行筛选。通过使用深度学习技术根据候选药物的潜在功效和安全性来表征候选药物,可以进一步优化药物发现和药物开发。人工智能技术颠覆了标准的药物发现管道,能够有效识别抗衰老治疗的新候选药物。例如,基于 GAN 范式的生成模型因其生成虚拟分子的能力而具有巨大潜力。
基因治疗是一种利用基因治疗或预防遗传性疾病、各种癌症和某些病毒感染等疾病的实验技术。事实上,这项技术旨在通过将遗传物质引入细胞来补充异常​​基因并产生有益蛋白质。尽管基因疗法很有前景,但目前仅针对无法治愈的疾病进行测试。 FDA 首次批准基因疗法用于治疗某些白血病、淋巴瘤和遗传性疾病视网膜营养不良。人工智能是提高基因编辑过程准确性的重要因素。基因编辑的发展为科学家提供了改变患者 DNA 的潜力,为寻找个性化疗法开辟了新的机遇。凭借对大量数据的学习、预测和建议的能力,人工智能技术为预测患者预后提供了多种选择,从实验性临床试验到量身定制的药物。您可以识别可用于为医生提供建议的模式.然而,基因是否可以被准确编辑仍然存在挑战。
传统制药公司正在扩大与 AI SaaS 初创公司的合作伙伴关系,以寻求针对较长药物发现周期的创新解决方案,以及与各种生物技术 AI 初创公司的合作。
制药公司正在 AI 算法上投资数百万美元,以发现新的候选治疗方法并改变长期的药物发现过程。同时,我们使用数字健康直接接触消费者并找到必要的人工智能专业知识。
再生医学领域的目的是为患者提供更先进的治疗并缩短康复时间,例如通过使用人工干细胞。人工智能技术为使用人工干细胞、免疫细胞和人类再生组织开发个性化医疗预测模型提供了机会。例如,人工智能可用于识别生殖细胞的发育状态。人工智能技术的另一个应用最近推出了使用深度学习分析和基因编辑工具 CRISPR 修改的细胞系生成的 3D 干细胞图像的在线目录。
在过去的几个月中,许多 AI 软件产品已被 FDA 批准用于临床商业用途。由于监管审批进展较快,自2014年以来,已有80多家人工智能影像诊断公司扩大投资,共计149个产品获批。
多个 AI 即服务(AI 即服务)平台已集成到 FDA 批准的家庭监控设备中,以在出现异常情况时向医生发出警报。
远程医疗还通过促进患者和医生之间的沟通来改善护理。远程医疗为全天 24 小时治疗和监测慢性疾病提供了更好的机会。未来生物医学遥测将取得长足的进步。这种数字技术有可能扩展其在协助医生和缓解压力情况方面的能力。生物工程和生物医学设备将为残疾人或患有严重疾病或受伤的人引入新的解决方案。
假肢正在以非常高的速度开发。轻巧可靠的新材料、3D 打印技术和智能算法使先进假肢的开发成为可能。
Smart Homes-Healthcare 在未来智能家居中有望爆发式增长,而随着3D打印等快速增长的技术的成熟,很多公司在这一领域占据主导地位,我处于有利地位。
Senolytics 是一个新研究领域的一部分,包括被认为能够通过靶向 DNA 损伤等细胞刺激来预防或恢复衰老的 jero 保护剂药物。
二甲双胍是一种治疗 2 型糖尿病的廉价仿制药,并已成为一种具有延年益寿潜力的药物。
基因组不稳定性是指精神压力、太阳辐射、有害化学物质和生物因素直接导致DNA复制错误或通过活性氧的活性诱发DNA损伤。我们的基因组每天都可能遭到破坏 面对基因组保持完整性和稳定性的能力归功于独特的修复系统,可以修复这种累积的损伤。
治疗线粒体功能障碍的药物并不多。线粒体参与尿素、胆固醇和神经递质的代谢、解毒和自由基的产生,以及脂肪、碳水化合物和蛋白质的消化。这些功能障碍会导致许多全身性疾病,许多常见的衰老病变已被证明是由线粒体功能障碍引起的。线粒体功能障碍与 2 型糖尿病、动脉粥样硬化性心脏病、癌症、阿尔茨海默病、帕金森病和中风有关。线粒体功能障碍被认为是人类衰老的主要原因之一。
随着人类年龄的增长,细胞之间的电和化学信号系统被破坏,导致信号失真。被破坏的消息导致细胞间通讯不平衡。随着细胞老化,由于免疫系统功能障碍和组织损伤的积累,会产生更多的炎症信号。结果是慢性炎症和慢性疾病,如动脉粥样硬化、2 型糖尿病、肥胖症和慢性消化性溃疡。
通过在人脑中嵌入 AI 芯片,我们也可以有一条清晰的路径来解开双螺旋。它允许您编写和编辑人类 DNA,去除先天缺陷,并在疾病和疾病发生时立即纠正。
我们带来了最新的 AI 能力来概括、学习策略,并从学习的特征中生成新的模型、目标和数据,以及预防、再生和恢复医学的所有领域的新应用和解决方案。我们需要一种多学科的方法结合了准确的特征提取和因果关系分析方法。
据说长照领域与其他行业相比,是ICT应用滞后的领域,但伴随着人口老龄化带来的各种问题,改革运动正逐渐活跃起来。伴随着新型冠状病毒感染的蔓延,新常态的蔓延引发了对长期照护方式的重新审视,政府也开始着手建立长期照护数据库,以实现“科学长照”。术语护理”基于数据。完成。在本文中,我们将介绍长期护理行业使用 ICT 的最新趋势,以及背景因素和挑战意识。
目前,在长期护理领域看到的主要 ICT 应用案例可以分为四个领域,如图 1 所示。
[图1] 长期护理领域的主要ICT利用领域

下面,我们将介绍每个领域的 ICT 使用需求和代表性示例。
(1) 社交网络
长照服务以多学科协作的方式进行,工作人员之间沟通的加强也影响着服务的质量。 Japan Embrace 提供的“医疗保健网(MCS)”是一家专门从事医疗保健和长期护理的私人 SNS 服务,目前拥有 14 万注册用户。很多医疗机构都参与了居家医疗和区域医疗合作,但以长期护理专业为例,也有提供上门长期护理的长期护理提供者使用它进行沟通和信息共享的情况工作人员之间。
另一方面,很多养老机构在运营数字化方面落后。现场工作人员仍在忙着制作纸质文件和日记,通过在办公笔记中写笔记、询问和通过电话向多个设施和相关方报告等方式接手,模拟方法在该领域仍然根深蒂固(图2)。 )。

(2) 业务记录/云端
在护理现场进行身体护理时测量体温和血压等数据并将其输入系统以及以文本形式记录日常通知等信息处理对现场工作人员来说是沉重的负担。此外,现场利用输入数据的机会有限,难以改善服务和运营。 Zenkokai针对这些问题开发的“智能护理操作平台(SCOP)”是一个基于云的信息管理平台,可连接多个护理设备。可以汇总物联网传感器设备等信息,并在iPhone上集中管理现场情况和警报信息。在 iPad 上进行的护理记录可以通过简单的界面轻松地当场录入。由于无需离开现场即可实时共享信息,因此即使发生异常,也能及时准确地进行处理。 SCOP 的部分功能是作为日本医学研究开发机构 (AMED) 的资助项目开发的,某些结果已在示范实验中得到证明(图 3)。
[图 3] 使用 SCOP 证明长期护理工作的有效性
(3) 人工智能/机器人
美国Aeolus Robotics公司研发的“Aeolus Robot”是一款搭载人工智能的服务机器人(图4)。 AI用于智能、视觉、移动(运动)等多种功能,不再通过网络进行管理,而是在设施内自主移动,进行货物搬运、危险品发现报告、监视等。工作。 Iolos 正在以“RaaS(Robot as a Service)”的形式发展其业务,即作为服务提供而不是销售单个机器人。我们正在尝试创建一项业务。
[图 4] “Ioros Robot”的功能
(4) 看守
在利用传感器和物联网设备的监控系统中,居家护理的居家服务层出不穷。除了远程监控、健康管理、日常活动安全外,它还对新型冠状病毒感染高危老年人的环境措施(温度、湿度、空气污染等)发挥作用。随着从ICT行业进入,NTT Communications提供“goo of things Denkyu”,NTT East使用Infic的物联网监控传感器“LASHIC”为独居老人提供监控解决方案,服务贴近终端用户。
到目前为止,监控系统主要集中在附近没有护理人员的家庭护理,但最近护理设施的产品和服务数量正在增加。目的是为了减轻人员缺乏造成的工作人员负担,防止住户发生室内事故,但它是一个将各种测量工具和物联网设备连接在网络上的综合系统,而不仅限于监控功能。例如,理光的“Ricoh Kea Marche”是一种适合每个人的长期护理服务,通过将来自传感器和摄像头等设备的数据链接和聚合到 IP 网络上,并掌握住户的生活方式节奏。启用提供(图 5) )。
图 5 “理光 Kea Marche”概述

还有一项旨在通过公私伙伴关系使观看服务成为社会基础设施的举措。 NTT DoCoMo 和神户市正在联合进行一项使用美国初创公司 Terraus 开发的小型非接触式雷达为老年人提供监控服务的示范实验。
示范实验是基于NTT DoCoMo与神户市签订的关于“利用ICT安全可靠的城镇建设”的商业合作协议。神户市并不直接将实验结果纳入自己的行政服务,而是专注于支持最新技术的孵化和社会实施。在试图用新技术解决行政问题时,政府不可能一手包办,最终可能无法充分发挥技术的潜力。除非将技术作为一项业务进行培育,否则很难实现社会化,而初创企业和大公司之间的合作对于商业化必不可少。神户市正着眼于各个领域的社会改革企业孵化项目,本次示范实验就是其中的一部分。
例如,Ramlock 的监视摄像机“Mimamori CUBE”是一种不需要互联网环境并提供给护理设施的监视照相机。只需使用 NTT DoCoMo 的 SIM 卡将其插入插座,您就可以在远离计算机或智能手机的地方查看家人的状态,或与家人通话。
此外,预计未来从设施使用到基于家庭的服务的转变将取得进展,以避免三 cs。与此同时,出现了允许您使用在家中设施中进行的康复和娱乐等附带项目的服务。开发和提供动力机器人“HAL”的Cyber​​dyne,提供HAL和训练程序集的在线家庭训练“Neuro HALFIT”。您可以在专用监视器上可视化物理信息并连接到云以远程接收有效支持(图 6)。
[图 6] “Neuro HALFIT”概述

引入新技术对于促进长期护理领域的ICT创新必不可少,但提供有助于解决长期护理行业面临的问题和提高长期护理质量的解决方案,而不仅仅是技术开发。连接到。为此,需要一种 PDCA 类型的方法,其中每天在护理场所使用新技术来收集和积累数据,分析数据,评估结果,并导致进一步的服务改进。在医学界,强调结果的数据医疗已经成为全球趋势,但在长期护理方面,也开始努力建立以数据为支撑的新的长期护理模式。

例如,松下在 2020 年 7 月推出了“LIFELENS”,其理念是“提供以传感和 AI 技术取代人类五种感官的长期护理质量”(图 8)。这里的人是一个照顾者。过去,看护人根据自己的五种感官和经验参与所有流程,几乎没有给各方简化工作的空间。 “LIFELENS”旨在通过将ICT介入人类工作,改变流程本身,改变人的动作,提高工作效率和服务质量。
[图 8] 松下“LIFE LENS”概述
国家政府从2017年开始着手“数据健康改革”,推动跨医疗、长期护理、健康领域的数据库建设和利用,目标之一是促进信息在长期的应用。定期护理领域。从2020年开始,全国各地的医疗和长期护理保险数据已经整合并开始运行,但长期护理提供者的证据信息数据库才刚刚开始。 2018年开始建设门诊/就诊康复信息数据库(长期护理康复服务监测与评估:VISIT),2020年建成老年人状况及护理内容数据库(Care , HeAlth Status & Events: CHASE) 已开始运行。两者均于2021年纳入“长期照护信息系统(LIFE)”,并在2021年长期照护费用修订中实施PDCA,如向LIFE提供数据、制定和更新照护计划等。 奖励添加了要求(图 9)。
[图 9] LIFE LIFE 促进科学长期护理的形象


Higashi-Osaka City Visit-type Helping Service / Outpatient-type Gathering Service Business
Social welfare corporation Osaka Prefecture Social Welfare Corporation
Healthy longevity net and healthy mind and body building society
3-15-18 Yokonuma-cho, Higashi-Osaka
Higashi Osaka Nursing Home for the Elderly
Day service center

Helper station
Care plan center
东大阪市横沼町 3-15-18


Predetermined qualified person or prescribed work experience

[Prescribed qualified person]
(Qualifications related to management and labor)
・ Registered Management Consultant
・ Social insurance labor consultant
(Qualifications related to medical care and health)
・ Doctor
・ Public health nurses and nurses
・ Occupational hygiene consultant
・ Registered dietitian
・ Health exercise instructor预定的合格人员或规定的工作经验

・ 注册管理顾问
・ 社会保险劳务顾问
· 医生
・ 注册营养师
・ 健康运动指导员

作为世界一流的科学技术研发公司,ICT领先的高科技公司(AI)推动未来共同创造创新,促进研究领域(环境/能源、生命科学、系统/信息科学和技术、纳米技术) /材料等)和SDGs-ESD.、IOT5G区块链量子计算XR元宇宙技术、DX生物技术等前沿技术研发、优质原创技术开发专利产品销售
软件系统开发承包开发,原创软件/硬件开发。基础设施建设、系统设计/开发、战略规划和市场研究、IT咨询 ERP DX、RPA  AI&IoT 5G区块链 量子计算 XR、AR、VR等 元界技术 BIO技术 使用尖端技术的硬件・原型产品、新能源产业(电池相关)电池(蓄电池、氢气、燃料电池等)、电池材料及零部件或利用电池的产品的软件开发、示范实验、研发、运营和销售等研发、原型开发、演示实验、原型产品的研发、运营和销售
新能源产业(电池相关) BIO 技术 新能源 BIO 新材料
・ 加氢站用零部件开发
・ 蓄电池、启动燃料电池的机器人、无人机和机动性的开发和演示实验
• AI & IoT5G区块链IT咨询相关量子计算、元宇宙,ERP(SAP、salesforce、orcale等)导入构建与开发RPA(WinActor UiPath Automation Anyware Blue Prism Fujitsu RPA)导入构建与开发、AWS、GCP、Azure等.云导入建设开发、EC(shopify、alibabaEC)导入建设开发/规划/分析/建设/设计/开发/支持新引进/改造综合咨询规划设计/制作、网站、印刷品、CI、系统规划/设计/开发/施工 SIer和制造商提供驻地开发支持。内部产品开发 业务应用程序的建议和开发 使用多媒体软件和通用机器的软件的构建和开发 网络建设/服务器设置、运营管理工作、系统工程销售支持等 SIer,制造商的常驻开发支持,在-房屋产品开发,
医疗/保健/护理领域的尖端努力,与NTT的共同研究,远程医疗和5G利用等医疗/护理领域的DX举措,与Sekisui House Co.,Ltd.合作
与风险企业等通过共同研究开发新产品的医疗器械制造商“Terumo Corporation”在医疗保健业务中以“不同行业之间的合作”为关键词,致力于创造新的价值,例如在家研究时的应急响应服务。联合研究
• 日本及外贸、人力资源开发行业;
 国际物流及进出口业务代理,EC(阿里巴巴、淘宝、天猫)国际物流及进出口业务代理
 人力资源开发业务、翻译业务、口译业务、房地产业务、医疗保健业务;
 与英国牛津大学和剑桥大学合作 与哈佛大学、麻省理工大学等合作 AI & IoT 研究、AI & IoT 教育 EC 教育、
 与阿里巴巴集团EC教育合作、EC建设、引进发展、信息交流与相关机构合作等。
 AI解决方案咨询、EC解决方案咨询、EC利用率提升 AI利用率提升
 中国与外国的交流/合作与全球化
(1) 有助于解决各地各种形式的贫困问题的企业
(2) 有助于解决饥饿问题、确保粮食稳定和改善营养状况以及促进可持续农业的企业。
(3) 有助于确保所有人的健康生活和促进福利的业务
(4) 有助于为所有人提供包容、公平和优质教育并促进终身学习机会的企业。
(5) 有助于赋予所有性别平等权力的企业
(6) 有助于确保所有人获得水和卫生设施以及可持续管理的企业
(7) 有助于确保获得可持续的现代能源的企业,这种能源是所有人都能负担得起的、可靠的和可获得的。
(8) 有助于促进可持续、包容和可持续的经济增长、生产性充分就业以及为所有人提供激励和创造性工作的企业。
(9) 有助于发展健全的基础设施、促进包容和可持续的工业化以及扩大技术创新的业务。
(10) 有助于纠正所有差异和消除歧视的业务
(11) 有助于使城市和人类住区具有包容性、安全性、复原力和可持续性的企业
(12) 有助于确保可持续消费和生产模式的企业
(13) 有助于采取紧急措施以防止气候变化并应对其影响的企业
(14) 有助于海洋和海洋资源的可持续利用以实现可持续发展的业务。
(15) 为保护陆地生态系统、促进恢复和可持续利用、森林可持续管理、应对荒漠化、防止和逆转土地退化、防止生物多样性丧失做出贡献。
(16) 促进和平和包容的社会以实现可持续发展,为所有人提供诉诸司法的机会,并在各级建立有效和负责任的包容性机构。
(17) 通过加强可持续发展的实施措施,为振兴全球伙伴关系做出贡献的企业

(1) 下列项目的研发产品的制造和销售
(1) 全球变暖减缓产品、脱碳产品、符合SDGs的产品、实现健全的物质循环社会的措施、可再生能源
② 能源管理系统
③ 生命科学、医疗健康、长照福利技术
④ 人文社会科学
⑤ 生命科学/临床医学
⑥ 数字化利用支持推进事业
⑦ 社会系统科学
⑧ 安全信任领域
⑨ 材料/器件领域
⑩ 材料信息学(纳米技术/材料领域)
⑪ 生物生命/保健领域
⑫ 环境/能源领域
⑬ 生物技术系
⑭ 环境能源工程系
⑯ 生物信息工程系
⑰ 信息系统工程系
⑱ 人文科学研究科(物理科学系、环境能源系、电气电子信息工程系)、信息科学研究科(生物信息学系、信息系统工程系)、基础科学研究科(材料学)创制)理科)、国际科学交流中心、蛋白质研究所、产业科学研究所、人文科学研究科、语言文化研究生院、全球倡议组织、国际公共政策研究生院
⑲ 传染病问题与环境/能源领域
⑳ 信息/系统字段
21 机器学习/深度学习技术(系统/信息领域)
22 基于数据的问题解决(系统/信息领域)
23 服务科学(系统/信息)
24 气候变化观测(环境/能源领域)
25 气候变化预测(环境/能源领域)
26 断裂力学(环境/能量场)
27 开发从大气中高效分离回收CO2/碳循环技术
28 研究和开发利用电能固定大气 CO2 的生物工艺
29 开发以电化学过程为中心的创新 CO2 大规模资源回收系统
30 通过优化资源循环减少农业用地温室气体排放
31 为实现“Beyond Zero”社会研发CO2循环系统
32 以非食用生物质为原料,可分解入海的多锁生物聚合物的研发
33 具有生物降解启动开关功能的生物降解塑料的研发
34 光开关式海洋可降解食用塑料的开发与研究
35 使用藻类和动物细胞进行循环细胞培养的生物经济培养食品生产系统
36 减少整个食物链的粮食损失和相关环境负荷的研究
37 基于土壤微生物图谱的环控循环型合作农业平台建设
38 充分利用先进的物理方法和未利用的生物功能,实现零虫害农业
39 利用白蚁的破坏性木材分解能力喂食和喂食未使用的木材
40 开发以昆虫为支撑的循环粮食生产系统,解决全球粮食问题,推动人类进入太空
41 开发创新的食品解决方案,同时减少食物损失并提高生活质量
㉑ 机器人学
㉓《Clean Call》Clean Call技术推广业务
㉔ 燃料电池用煤气筛分技术
㉕ 零排放燃煤零排放技术开发技术
㉗ 下一代气化系统技术开发
㉘ 燃煤零排放基础技术开发
㉙ 零排放燃煤整体系统
㉚ CO2分离回收技术
㉛ 卫星探测技术/高光谱传感器
㉜ 深度学习技术
㉝ 化学能的利用(环境/能源领域)
㉞ 分离技术(纳米技术/材料领域)
42 水循环(水资源/水灾预防)(环境/能源领域)
43 Digital Transformation CPS(网络物理系统)
44 纳米技术/材料
45 计算架构
46 数字化转型
47 人工智能(AI)/大数据
48 区块链
49 第五代移动通信系统
物联网 50
51 传感器
53 增强现实、虚拟现实、混合现实
54 穿越现实
55 元界业务
56 纳米技术新材料
57 材料创造技术
58 高性能材料的创造/分离/循环
59 以物质循环为目标的复合结构的形成/分解控制~Sustainable element(复合结构的形成/分解科学)
60 疾病预防和健康促进,疾病治疗新策略的创造-生物传感系统-从接受到整合理解和控制的基础技术的创建-
61 开发控制生物传感系统的基础技术
62 植物化学生产原理及其利用的研发——植物生物制药生产等高度应用的研发
63 生物技术新材料
64 量子通信与量子计算机
65 AI x Bio DX 时代生命科学生物医学
66 研究转型(RX)
67 Designer 细胞再生/细胞医学/基因治疗
68 下一代育种和生物生产基础设施的创建 为实现气候变化下的环境负荷减轻农业而创建的基础设施-朝着开发一种综合处理田间微生物、农作物和天气的模型-

(2) 新业务创造、新产品研发、原型开发、示范实验、原型产品的研发/运营/销售和研发产品的制造/销售
(1) 循环型经济 / 脱碳 / 可持续发展目标 SDGs 实现 / 环境 (Environment) "" Society "" 治理 ESD 管理模式、气候变暖对策 / 可再生能源
(2)能源资源勘探/开发技术、CCS、火力发电、核能发电、太阳能发电、风力发电、生物质发电/利用、其他可再生能源发电(水力、海洋、地热、太阳能热)、电能利用(能源管理)系统)、电能利用(蓄电)、热能利用(工业用热利用)、热能利用(商业用热利用)、化学能利用、区域供热(区域供热供冷)、能源系统评价, 反应热流体, 摩擦学, 破坏力学, 计算工程
③ 气候变化观测、气候变化预测、水循环(水资源/水灾预防)、水利用/水处理、去除/净化技术(空气、土壤/地下水)、有机化学物质分析/毒性评价、无机化学物质分析/动力学 生态系统/生物多样性的理解、观察/评价/预测、社会-生态系统评价/预测、循环利用和生命周期评价、城市环境可持续性(气候变化适应、传染病、健康)、农林渔业气候适应/ 缓解波动
④ 氢/燃料电池领域
⑤ 智能电网领域
⑥ 存储/能源
⑦ 资源回收/废物处理/回收技术和生物塑料技术
⑧ 资源循环/生物质资源能源
⑨ 大气环境
⑩ 水/土壤环境
⑪ 城市地球环境
⑫ 下一代能源
① 健康/医疗/长期护理行业
-1 新型生物制药(疫苗、蛋白质、核酸等)
-2 再生医学(iPS 细胞等)
-3 个性化医疗(基因诊断、基因治疗)
-4 诊断设备/医疗设备
-5 医疗/护理机器人/IT与工程与预防诊断治疗的融合
② 食品、农林水产、农业
1 农业技术
2 食品制造技术、保健食品制造及销售业务
3 食品本身的数字化转型
4 食物代谢组学
5 植物基因组编辑
7 高效生产技术(转基因作物、树木等)
8 保健食品、植物工厂、水产养殖技术(各种鱼类、鳗鱼等)
③ 环境/生活事业
② 塑料生物塑料技术的可持续利用
③ 区域食品资源循环利用解决方案(生物碳化型) 从各种有机资源生产生物炭的生物碳
④ 塑料制品的制造和销售
⑤ 服装产品的企划、设计、制造、销售
⑥ 服装行业 通过可持续材料和可再生能源为环境保护做贡献 产品规划、设计、制造和销售
⑦ 服装行业从回收到修复的转变 废物作为原料和能源的再利用
⑧ 实现可持续的物质循环社会 对环境有贡献的生物塑料、纸制品、再生产品等的企划、设计、制造和销售
④ 制造技术
⑤ 生产经营阶段(环保技术)
⑥ 新材料技术
⑦ 交通技术
⑧ 生物技术
⑨ 能源行业(电池相关) 电池(电池、氢气、燃料电池等)、电池材料、组件等、可再生生物能源(生物乙醇等)
⑩ 下一代电池开发制造支持
⑪ 燃料电池系统
⑫ 生化(用生物乙醇等生产化学产品)
⑬ 有用的酶(生物反应器生产稀有天然产物、新型酶制剂等)
⑭ 环境净化技术(利用微生物和植物的环境净化、稀有元素的积累等)等。
⑮ 下一代信息通信技术
⑯ 下一代汽车EV(电动汽车)和FCV(燃料电池汽车)
⑰ FCV(氢燃料汽车)

(1) 软件系统开发 合同开发,原创软件/硬件开发。基础设施建设、系统设计/开发、战略规划和市场研究
③ 计算机软件的企划、生产、销售、计算机信息处理服务
④ 音视频软件的企划、制作、销售
⑤ 利用互联网的应用程序的企划、开发、销售、承包、咨询
(5) 有偿职业介绍业务
(6) 管理咨询业务
(10) 贸易业
(14) 业务支持和管理方面的建议、指导和帮助
(16) 医疗、福利和长期护理咨询
(18) 气候变暖 / 能源 自然环境 / 生物多样性 资源循环 / 废弃化学物质 土壤 / 地下水 水质 大气 环境核算 / 环境管理 下一代车辆
脑型 AI x 量子 ICT、安全技术等 ・ 量子密码通信

拥有 Beyond 5G 通讯服务
拥有 Beyond 5G 通讯服务
用于元界领域 NFT

量子生命技术(quantum bio)(如生物纳米量子传感器、量子纠缠光学成像、超极化核磁共振技术(hyperpolarized/ultrasmall MRI)等)
・ 量子安全技术(如量子安全云、光/量子网络加密等

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