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GKR 2011 : The IJCAI-11 Workshop on Graph Structures For Knowledge Representation And Reasoning

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Conference Series : Graph Structures for Knowledge Representation and Reasoning
 
Link: http://www.lirmm.fr/~croitoru/GKR/index.html
 
When Jul 16, 2011 - Jul 16, 2011
Where Barcelona, Spain
Submission Deadline Apr 4, 2011
Notification Due May 9, 2011
Categories    knowledge representation
 

Call For Papers

The development of effective techniques for knowledge representation and reasoning (KRR) is a crucial aspect of successful intelligent systems. Different representation paradigms, as well as their use in dedicated reasoning systems, have been extensively studied in the past. Nevertheless, new challenges, problems, and issues have emerged in the context of knowledge representation in Artificial Intelligence (AI), involving the logical manipulation of increasingly large information sets (see for example Semantic Web, BioInformatics and so on). Improvements in storage capacity and performance of computing infrastructure have also affected the nature of KRR systems, shifting their focus towards representational power and execution performance. Therefore, KRR research is faced with a challenge of developing knowledge representation structures optimized for large scale reasoning. This new generation of KRR systems includes graph-based knowledge representation formalisms such as Bayesian Networks (BNs), Semantic Networks (SNs), Conceptual Graphs (CGs), Formal Concept Analysis (FCA), CP-nets, GAI-nets, all of which have been successfully used in a number of applications. The goal of this workshop is to bring together the researchers involved in the development and application of graph-based knowledge representation formalisms and reasoning techniques.

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