What Is a Knowledge Grid?
Knowledge grid is an intelligent and interconnected environment, which enables users or virtual characters to effectively acquire, publish, share and manage knowledge resources, and provide users and other services with the required knowledge services to assist in the realization of knowledge innovation, collaborative work, and problems. Resolution and decision support.
Knowledge grid
Right!
- Chinese name
- Knowledge grid
- Foreign name
- Knowledge Grid
- Types of
- Smart connected environment
- Object
- Virtual character
- Knowledge grid is an intelligent and interconnected environment, which enables users or virtual characters to effectively acquire, publish, share and manage knowledge resources, and provide users and other services with the required knowledge services to assist in the realization of knowledge innovation, collaborative work, and problems. Resolution and decision support.
- Fran Berman proposed the concept of knowledge grid earlier. Knowledge grid is an intelligent and connected environment, which enables users or virtual characters to effectively acquire, publish, share and manage knowledge resources, and provide users and other services with the required knowledge Services, assist in the realization of knowledge innovation, collaborative work, problem solving and decision support. It includes epistemology and ontology that reflects human cognitive characteristics; applies social, ecological, and economic principles; adopts technologies and standards used in the next generation of the Internet. The knowledge grid will go beyond the existing technical fields of information retrieval, filtering, mining, and question answering. Traditional natural language processing, speech and handwriting recognition, scientific computing, formal semantics, and security are not the main directions of the knowledge grid.
- Next generation
- The knowledge grid has the following five characteristics that distinguish it from other technologies:
- First, people can acquire and manage globally distributed knowledge through a single semantic portal without having to know the specific location of the knowledge.
- Second, globally distributed related knowledge can be intelligently aggregated and provide on-demand knowledge services through back-end reasoning and interpretation mechanisms. One way to achieve this goal is to provide meta-knowledge from knowledge providers. A unified resource management model will help For the dynamic aggregation of knowledge services.
- Third, people or virtual characters can share knowledge and enjoy inference services on the basis of a single semantic space mapping, reconstruction, and abstraction. There is no obstacle to mutual understanding. Knowledge grids will also make knowledge sharing more universal.
- Fourth, the knowledge grid should be able to search the knowledge needed to solve the problem on a global scale and ensure the appropriate knowledge closure (ie, the minimum complete knowledge set). To achieve this goal, we need to establish a new knowledge organization model.
- Fifth, in the knowledge grid environment, knowledge is not stored statically; it can evolve dynamically and remain constantly new. This means that the knowledge services in the knowledge grid can continuously evolve and improve during use.