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Multiple knowledge representation for big data artificial intelligence: framework, applications, and case studies

Frontiers of Information Technology & Electronic Engineering, 2021
In this paper, we present a multiple knowledge representation (MKR) framework and discuss its potential for developing big data artificial intelligence (AI) techniques with possible broader impacts across different AI areas.
Yi Yang, Yueting Zhuang, Yunhe Pan
semanticscholar   +1 more source

Knowledge Representation

New Foundation of Artificial Intelligence, 2021
semanticscholar   +3 more sources

Is Visual Context Really Helpful for Knowledge Graph? A Representation Learning Perspective

ACM Multimedia, 2021
Visual modality recently has aroused extensive attention in the fields of knowledge graph and multimedia because a lot of real-world knowledge is multi-modal in nature.
Meng Wang   +5 more
semanticscholar   +1 more source

Knowledge Representation

2006
In 1982, Allen Newell introduced the “knowledge level” principle (Newell, 1982) and revolutionized the traditional way of conceiving the relationships between knowledge management and computer science. According to this principle, the knowledge level represents the highest level in the description of any structured system: Situated above and ...
  +5 more sources

Knowledge Representation

AI Communications, 1994
Knowledge Representation, edited by Ronald J. Brachman, Hector J. Levesque and Raymond Reiter, The MIT Press 1992, $38.95.
openaire   +2 more sources

Knowledge Representation

Chapter Summary This chapter presents the principles of knowledge representation according to the MASK methodology. The authors present knowledge and the structure of knowledge as a representation. The semiotic triangle, as well as the systematic triangle, of knowledge is discussed.
Jean-Louis Ermine   +2 more
openaire   +2 more sources

Domain knowledge graph-based research progress of knowledge representation

Neural computing & applications (Print), 2020
Jinjiao Lin   +4 more
semanticscholar   +1 more source

Knowledge Representation

1997
Gerhard Sagerer, Heinrich Niemann
  +4 more sources

Knowledge Representation

2013
Grega Jakus   +3 more
  +4 more sources

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