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Author | : Guy W. Mineau |
Publisher | : Springer Science & Business Media |
Total Pages | : 470 |
Release | : 1993-07-14 |
Genre | : Computers |
ISBN | : 9783540569794 |
Download Conceptual Graphs for Knowledge Representation Book in PDF, ePub and Kindle
Artificial Intelligence and cognitive science are the two fields devoted to the study and development of knowledge-based systems (KBS). Over the past 25years, researchers have proposed several approaches for modeling knowledge in KBS, including several kinds of formalism such as semantic networks, frames, and logics. In the early 1980s, J.F. Sowa introduced the conceptual graph (CG) theory which provides a knowledge representation framework consisting of a form of logic with a graph notationand integrating several features from semantic net and frame representations. Since that time, several research teams over the world have been working on the application and extension of CG theory in various domains ranging from natural language processing to database modeling and machine learning. This volume contains selected papers fromthe international conference on Conceptual Structures held in the city of Quebec, Canada, August 4-7, 1993. The volume opens with invited papers by J.F. Sowa, B.R. Gaines, and J. Barwise.
Author | : Michel Chein |
Publisher | : Springer Science & Business Media |
Total Pages | : 428 |
Release | : 2008-10-20 |
Genre | : Mathematics |
ISBN | : 1848002866 |
Download Graph-based Knowledge Representation Book in PDF, ePub and Kindle
This book provides a de?nition and study of a knowledge representation and r- soning formalism stemming from conceptual graphs, while focusing on the com- tational properties of this formalism. Knowledge can be symbolically represented in many ways. The knowledge representation and reasoning formalism presented here is a graph formalism – knowledge is represented by labeled graphs, in the graph theory sense, and r- soning mechanisms are based on graph operations, with graph homomorphism at the core. This formalism can thus be considered as related to semantic networks. Since their conception, semantic networks have faded out several times, but have always returned to the limelight. They faded mainly due to a lack of formal semantics and the limited reasoning tools proposed. They have, however, always rebounded - cause labeled graphs, schemas and drawings provide an intuitive and easily und- standable support to represent knowledge. This formalism has the visual qualities of any graphic model, and it is logically founded. This is a key feature because logics has been the foundation for knowledge representation and reasoning for millennia. The authors also focus substantially on computational facets of the presented formalism as they are interested in knowledge representation and reasoning formalisms upon which knowledge-based systems can be built to solve real problems. Since object structures are graphs, naturally graph homomorphism is the key underlying notion and, from a computational viewpoint, this moors calculus to combinatorics and to computer science domains in which the algorithmicqualitiesofgraphshavelongbeenstudied,asindatabasesandconstraint networks.
Author | : Guy W. Mineau |
Publisher | : |
Total Pages | : 468 |
Release | : 2014-01-15 |
Genre | : |
ISBN | : 9783662173466 |
Download Conceptual Graphs for Knowledge Representation Book in PDF, ePub and Kindle
Author | : |
Publisher | : |
Total Pages | : 472 |
Release | : 1993 |
Genre | : Conceptual structures (Information theory) |
ISBN | : |
Download Conceptual Graphs for Knowledge Representation Book in PDF, ePub and Kindle
Author | : Dan Corbett |
Publisher | : Springer Science & Business Media |
Total Pages | : 155 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 1461500877 |
Download Reasoning and Unification over Conceptual Graphs Book in PDF, ePub and Kindle
Reasoning and Unification over Conceptual Graphs is an exploration of automated reasoning and resolution in the expanding field of Conceptual Structures. Designed not only for computing scientists researching Conceptual Graphs, but also for anyone interested in exploring the design of knowledge bases, the book explores what are proving to be the fundamental methods for representing semantic relations in knowledge bases. While it provides the first comprehensive treatment of Conceptual Graph unification and reasoning, the book also addresses fundamental issues of graph matching, automated reasoning, knowledge bases, constraints, ontology and design. With a large number of examples, illustrations, and both formal and informal definitions and discussions, this book is excellent as a tutorial for the reader new to Conceptual Graphs, or as a reference book for a senior researcher in Artificial Intelligence, Knowledge Representation or Automated Reasoning.
Author | : Madalina Croitoru |
Publisher | : Springer |
Total Pages | : 220 |
Release | : 2014-01-21 |
Genre | : Computers |
ISBN | : 3319045342 |
Download Graph Structures for Knowledge Representation and Reasoning Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on Graph Structures for Knowledge Representation and Reasoning, GKR 2013, held in Beijing, China, in August 2013, associated with IJCAI 2013, the 23rd International Joint Conference on Artificial Intelligence. The 12 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers feature current research involved in the development and application of graph-based knowledge representation formalisms and reasoning techniques. They address the following topics: representations of constraint satisfaction problems; formal concept analysis; conceptual graphs; and argumentation frameworks.
Author | : Pascal Hitzler |
Publisher | : CRC Press |
Total Pages | : 427 |
Release | : 2016-04-19 |
Genre | : Computers |
ISBN | : 1420060635 |
Download Conceptual Structures in Practice Book in PDF, ePub and Kindle
Exploring fundamental research questions, Conceptual Structures in Practice takes you through the basic yet nontrivial task of establishing conceptual relations as the foundation for research in knowledge representation and knowledge mining. It includes contributions from leading researchers in both the conceptual graph and formal concept analysis
Author | : Madalina Croitoru |
Publisher | : Springer |
Total Pages | : 215 |
Release | : 2012-05-27 |
Genre | : Computers |
ISBN | : 3642294499 |
Download Graph Structures for Knowledge Representation and Reasoning Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Graph Structures for Knowledge Representation and Reasoning, GKR 2011, held in Barcelona, Spain, in July 2011 as satellite event of IJCAI 2011, the 22nd International Joint Conference on Artificial Intelligence. The 7 revised full papers presented together with 1 invited paper were carefully reviewed and selected from 12 submissions. The papers feature current research involved in the development and application of graph-based knowledge representation formalisms and reasoning techniques and investigate further developments of knowledge representation and reasoning graph based techniques. Topics addressed are such as: bayesian networks, semantic networks, conceptual graphs, formal concept analysis, cp-nets, gai-nets, euler diagrams, existential graphs all of which have been successfully used in a number of applications (semantic Web, recommender systems, bioinformatics etc.).
Author | : Michael Cochez |
Publisher | : Springer Nature |
Total Pages | : 158 |
Release | : 2021-04-16 |
Genre | : Computers |
ISBN | : 3030723089 |
Download Graph Structures for Knowledge Representation and Reasoning Book in PDF, ePub and Kindle
This open access book constitutes the thoroughly refereed post-conference proceedings of the 6th International Workshop on Graph Structures for Knowledge Representation and Reasoning, GKR 2020, held virtually in September 2020, associated with ECAI 2020, the 24th European Conference on Artificial Intelligence. The 7 revised full papers presented together with 2 invited contributions were reviewed and selected from 9 submissions. The contributions address various issues for knowledge representation and reasoning and the common graph-theoretic background, which allows to bridge the gap between the different communities.
Author | : Madalina Croitoru |
Publisher | : Springer |
Total Pages | : 145 |
Release | : 2018-03-29 |
Genre | : Computers |
ISBN | : 3319781022 |
Download Graph Structures for Knowledge Representation and Reasoning Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed post-conference proceedings of the 5th International Workshop on Graph Structures for Knowledge Representation and Reasoning, GKR 2017, held in Melbourne, VIC, Australia, in August 2017, associated with IJCAI 2017, the 26th International Joint Conference on Artificial Intelligence. The 7 revised full papers presented were reviewed and selected from 9 submissions. The contributions address various issues for knowledge representation and reasoning and the common graph-theoretic background allows to bridge the gap between the different communities.