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Baidu Intelligent Cloud released panorama of knowledge intelligence capability
2022-02-03 12:46:43 【Worry free in the cloud】
With AI At the core , Create enterprise level knowledge solutions
In the process of industrial transformation , Knowledge is the key to the intelligent upgrading of enterprises . The progress of artificial intelligence algorithm makes it possible for machines to efficiently absorb knowledge from massive data . Zhu Yong, senior director of Baidu knowledge mapping department, introduced the panorama of Baidu intelligent cloud knowledge intelligence capability. .
Panorama of Baidu knowledge intelligent ability
The bottom layer of panorama is based on knowledge map 、 natural language processing 、 voice 、 Vision, etc AI Basic layer with technology as the core , It is the engine running in the knowledge center .
In the knowledge map , Baidu has a complete technical system from general to industry knowledge map , The largest multi heterogeneous knowledge map in the industry was constructed , contain 5500 100 million pieces of knowledge . In addition to the underlying entity 、 attribute 、 Entity Atlas of relationship composition , Baidu also aims at different application scenarios and knowledge forms , The event map is constructed 、 Multimodal Atlas 、 Industry knowledge map and other maps .
In natural language processing , Baidu has developed world-class semantic understanding 、 Language generation 、 Intelligent q&a 、 Intelligent conversation 、 Natural language processing technologies such as machine translation , And released this year “ Knowledge enhancement model ”—— Literary heart ERNIE 3.0. The model is based on the distributed training technology of deep learning platform , It is the first time to introduce large-scale knowledge mapping into the 10 billion level pre training model , It greatly improves the memory and reasoning ability of the model for knowledge . In one fell swoop 54 Chinese NLP Mission benchmark , And on the global authority list SuperGLUE No. 1 on the list .
in addition , Baidu through the integration of language 、 voice 、 Vision and other different modal technologies , The depth of semantic reasoning across complex scenes and real reasoning are realized , It solves the problem of fusion representation of different modal semantic spaces , Break through the bottleneck of cross modal semantic understanding , So that the machine can be like a man , Through language 、 auditory 、 Vision, etc. to obtain a unified understanding of the real world , Realize the understanding of complex scenes . Based on this technical capability , Baidu in visual common sense reasoning 、 Visual Q & A 、 Cross modal retrieval, etc 5 Refresh the world's best results in a cross modal task .
Based on the above AI technology , Baidu intelligent cloud forms a solution of knowledge intelligence. —— Knowledge center . As Zhu Yong mentioned , The knowledge middle stage is the hub for enterprises to produce data into knowledge and apply knowledge , On the premise that enterprises have massive data assets , The knowledge center can easily extract knowledge from data , And search through 、 recommend 、 Question and answer 、 Reasoning 、 Visualization and other ways to effectively apply knowledge , At the same time, the knowledge scattered throughout the enterprise is intensively managed , So as to condense knowledge 、 Empowering business , The role of helping enterprises improve their intelligence level . at present , Baidu knowledge center has been in energy 、 Finance 、 Medical care 、 Operator, 、 The media 、 Government affairs and many other industries have accumulated rich practical experience , It is promoting the intelligent upgrading and transformation of all walks of life .
Baidu Knowledge Center
Baidu intelligent cloud knowledge in Taiwan based on data , Automatically extract knowledge from data , Actively recommend knowledge in human-computer interaction of business scenarios , Help business people to be efficient 、 accurate 、 Make intelligent decisions . Baidu intelligent cloud AI Chu Chang, the solution director of the product business department, introduced the five steps of realizing data intellectualization in the knowledge center , Data access 、 Knowledge production 、 knowledge organization 、 Knowledge application 、 Knowledge operation .
>> Data access , That is, access to a large number of structured services of enterprises 、 Unstructured data , Integrate and automate governance , Lay a foundation for the knowledge center to give full play to the benefits of intelligence .
>> Knowledge production , That is, based on data , Rely on leading intelligent technology to automatically mine various types of knowledge from data , Including knowledge maps 、 Q & a knowledge 、 Label knowledge 、 Event knowledge and other types .
>> knowledge organization , That is, take the knowledge map as the core , Link multiple heterogeneous knowledge , Form an orderly knowledge system with unified organizational form .
>> Knowledge application , That is, based on the typical scenario requirements of enterprises for knowledge management and application , Knowledge center has created enterprise search 、 Intelligent knowledge base 、 Intelligent recommendation 、 General capabilities such as intelligent customer service , Meet the different needs of enterprise knowledge intelligent construction .
>> Knowledge operation , That is, connect the internal resources of the enterprise system through the knowledge console , Get through the upstream and downstream intelligent platforms , Promote the internal knowledge flow of enterprises .
Five steps of data knowledge
at present , The knowledge platform has been deeply applied to the actual scene , It realizes the integration and innovation of technology and scene . Take the enterprise office scene as an example , Baidu “ Ruliu ” Is based on Baidu knowledge Zhongtai and AI Zhongtai , A new generation of intelligent working platform for enterprises .
The chief architect of Baidu intelligent office platform department and , The era of intelligent economy has come , Enterprise transformation calls for upgrading of working mode , Information and knowledge management has become the rigid demand of enterprises represented by information intensive enterprises . Ruliuyi AI+ Knowledge management as the core , Unified search 、 Intelligent recommendation 、 Intelligent knowledge base 、 Intelligent conference system and other characteristic knowledge management capabilities and products , Get through instant messaging 、 knowledge management 、 Work application , Empowering employees to efficiently share and precipitate knowledge , Promote the efficient flow and application of enterprise knowledge , Help enterprises realize closed-loop knowledge management , So as to continuously improve the core creativity of enterprises , Realize the great leap forward development of the organization .
Ruliuyi AI+ Knowledge management drives intelligent change of working mode
Landing in multiple fields , Intelligent upgrading of knowledge driven industry
at present , Baidu intelligent cloud knowledge platform has successfully landed in many industries. , Through the deep integration of their own product capabilities and industry expertise , Help customers solve specific industry needs , Provide intelligent decision-making assistance .
The scene , Guoneng （ Suizhong ） Bao Xiaoming, senior information manager of Power Generation Co., Ltd., shared the application cases of knowledge Zhongtai in the field of energy . With the help of knowledge , Suizhong Power Plant of national energy group has opened up the capital flow 、 Material flow 、 Barriers between processes such as event flow , The data association between different systems is established , All aspects 、 Whole process 、 Describe and analyze the production and operation business in the whole scene , Provide help for financial comparison and analysis such as activity-based costing . Besides , Suizhong Power Plant of national energy group has also established an intelligent office network system , Realize knowledge intelligent recommendation 、 Data can be found immediately , Improve the office efficiency of the company .
In order to promote the in-depth application of knowledge platform in the medical field , Baidu Lingyi Zhihui and KPMG released 《 White paper on medical knowledge 》. Liu Junwei, general manager of Baidu smart medical, said , Baidu continues to play in natural language understanding 、 Technical advantages in the field of artificial intelligence such as knowledge map , And invest a lot of resources in the field of medical knowledge . The medical knowledge center has the ability to deeply process medical knowledge , Can help medical institutions 、 Medical practitioners 、 Obtain authority from medical and health industry institutions 、 Professional medical knowledge , Meet the needs of quickly building scenario applications . The release of the white paper , It means that Baidu will open its accumulated ability to partners , At the same time, it also began to accept the test of the market .
Medical knowledge platform architecture
At present , The global economic form is gradually developing from digital economy to a new stage of intelligent economy with artificial intelligence as the core driving force , Intelligence has become an important starting point for industrial transformation and upgrading . Enterprises should realize intelligent upgrading , What is really needed is not just data , What's more, we need the information and knowledge contained in the data . Baidu Intelligent Cloud takes knowledge platform as its core , Create intelligent solutions for enterprises with intelligent knowledge . future , Baidu intelligent cloud will join hands with more partners , Using artificial intelligence technology , Promote the upgrading of industrial intelligence ！
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