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9783642294488

Graph Structures for Knowledge Representation and Reasoning

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  • ISBN13:

    9783642294488

  • ISBN10:

    3642294480

  • Format: Paperback
  • Copyright: 2012-06-12
  • Publisher: Springer-Verlag New York Inc
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List Price: $59.99

Summary

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.).

Table of Contents

Local Characterizations of Causal Bayesian Networksp. 1
Boolean Formulas of Simple Conceptual Graphs (SGBF)p. 18
Conflict, Consistency and Truth-Dependencies in Graph Representations of Answer Set Logic Programsp. 68
Bucket and Mini-bucket Schemes for M Best Solutions over Graphical Modelsp. 91
Supporting Argumentation Systems by Graph Representation and Computationp. 119
Representing CSPs with Set-Labeled Diagrams: A Compilation Mapp. 137
A Semantic Web Interface Using Patterns: The SWEP Systemp. 172
Visually Interacting with a Knowledge Base Using Frames, Logic, and Propositional Graphsp. 188
Author Indexp. 209
Table of Contents provided by Ingram. All Rights Reserved.

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