Case-Based Reasoning: 18th International Conference, ICCBR 2010, Alessandria, Italy, July 19-22, 2010 Proceedings

by Isabelle Bichindaritz (Editor), Stefania Montani (Editor)

Overview

This book constitutes the proceedings of the 18th International Conference on Case-Based Reasoning, held in Alessandria, Italy, in July 2010.

Product Details

ISBN-13:	9783642142734
Publisher:	Springer Berlin Heidelberg
Publication date:	09/10/2010
Series:	Lecture Notes in Computer Science , #6176
Edition description:	2010
Pages:	557
Product dimensions:	6.10(w) x 9.30(h) x 1.20(d)

Table of Contents

Invited Talks.- Translational Bioinformatics: Challenges and Opportunities for Case-Based Reasoning and Decision Support.- Why and How Knowledge Discovery Can Be Useful for Solving Problems with CBR.- Real-Time Case-Based Reasoning for Interactive Digital Entertainment.- Theoretical/Methodological Research Papers.- Applying Machine Translation Evaluation Techniques to Textual CBR.- Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions.- An Algorithm for Adapting Cases Represented in an Expressive Description Logic.- Case-Based Plan Diversity.- Reducing the Memory Footprint of Temporal Difference Learning over Finitely Many States by Using Case-Based Generalization.- Text Adaptation Using Formal Concept Analysis.- Visualization for the Masses: Learning from the Experts.- Imitating Inscrutable Enemies: Learning from Shastic Policy Observation, Retrieval and Reuse.- The Utility Problem for Lazy Learners - Towards a Non-eager Approach.- EGAL: Exploration Guided Active Learning for TCBR.- Introspective Knowledge Revision in Textual Case-Based Reasoning.- A General Introspective Reasoning Approach to Web Search for Case Adaptation.- Detecting Change via Competence Model.- CBTV: Visualising Case Bases for Similarity Measure Design and Selection.- Goal-Driven Autonomy with Case-Based Reasoning.- Case Retrieval with Combined Adaptability and Similarity Criteria: Application to Case Retrieval Nets.- Amalgams: A Formal Approach for Combining Multiple Case Solutions.- Recognition of Higher-Order Relations among Features in Textual Cases Using Random Indexing.- Extending CBR with Multiple Knowledge Sources from Web.- Taxonomic Semantic Indexing for Textual Case-Based Reasoning.- A Case for Folk Arguments in Case-Based Reasoning.- Reexamination ofCBR Hypothesis.- Applied Research Papers.- Case Based Reasoning with Bayesian Model Averaging: An Improved Method for Survival Analysis on Microarray Data.- User Trace-Based Recommendation System for a Digital Archive.- On-the-Fly Adaptive Planning for Game-Based Learning.- A Case Based Reasoning Approach for the Monitoring of Business Workflows.- A Case-Based Reasoning Approach to Automating the Construction of Multiple Choice Questions.- Towards Case-Based Adaptation of Workflows.- A Method Based on Query Caching and Predicate Substitution for the Treatment of Failing Database Queries.- Case Acquisition from Text: Ontology-Based Information Extraction with SCOOBIE for myCBR.- Similarity-Based Retrieval and Solution Re-use Policies in the Game of Texas Hold’em.- Experience-Based Critiquing: Reusing Critiquing Experiences to Improve Conversational Recommendation.- Improving Pervasive Application Behavior Using Other Users’ Information.- a.SCatch: Semantic Structure for Architectural Floor Plan Retrieval.- Runtime Estimation Using the Case-Based Reasoning Approach for Scheduling in a Grid Environment.