Explanation-Aware Computing
Papers from the 2005 AAAI Fall Symposium
Thomas Roth-Berghofer and Stefan Schulz, Program Cochairs
Technical Report FS-05-04. Published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
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Contents
Preface / vii
G. Thomas Roth-Berghofer, Stefan Schulz, Andrea Woody
Using Symbolic Similarity to Explain Case-based Reasoning in Classification Tasks / 1
Eva Armengol and Enric Plaza
Interactive Natural Language Explanations of Cyc Inferences / 10
David Baxter, Blake Shepard, Nick Siegel, Benjamin Gottesman, and Dave Schneider
An Automated Explanation Approach for a Decision Support System based on MCDA / 21
Micheline Bélanger and Jean-Marc Martel
Knowledge Lite Explanation Oriented Retrieval / 35
Derek Bridge and Lisa Cummins
Because Men Don’t Bite Dogs: A Logical Framework for Identifying and Explaining Unexpected News / 43
Emma Byrne
A Framework for Explaining Reasoning in Description Logics / 55
Xi Deng, Volker Haarslev, and Nematollaah Shiri
An Explanation Oriented Dialogue Approach for Solving Wicked Planning Problems / 62
Gengshen Du, Michael M. Richter, and Guenther Ruhe
Explanations and Proof Trees / 76
Gérard Ferrand, Willy Lesaint, and Alexandre Tessier
Explanation Support for OWL Authoring / 86
Thorsten Liebig, Friedrich von Henke, and Olaf Noppens
Collaborative Construction and Structuring of Explanations in Knowledge-Based Systems: A Discursive Framework / 94
Fahri Yetim
Explaining Results from Information Retrieval and Integration / 103
Honglei Zeng, Deborah L. McGuinness, Paulo Pinheiro da Silva, and Richard Fikes