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Other titles in the Lecture Notes in Artificial Intelligence series:

Lecture Notes in Artificial Intelligence #6880: Case-Based Reasoning Research and Development: 19th International Conference on Case-Based Reasoning, ICCBR 2011, London, UK, September 12-15, 2011, P

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Lecture Notes in Artificial Intelligence #6880: Case-Based Reasoning Research and Development: 19th International Conference on Case-Based Reasoning, ICCBR 2011, London, UK, September 12-15, 2011, P Cover

 

Synopses & Reviews

Publisher Comments:

This book constitutes the refereed proceedings of the 19th International Conference on Case-Based Reasoning, held in London, UK, in September 2011. The 32 contributions presented together with 3 invited talks were carefully reviewd and selected from 67 submissions. The presentations and posters covered a wide range of CBR topics of interest both to practitioners and researchers, including CBR methodology covering case representation, similarity, retrieval, and adaptation; provenance and maintenance; recommender systems; multi-agent collaborative systems; data mining; time series analysis; Web applications; knowledge management; legal reasoning; healthcare systems and planning systems.

Table of Contents

Reasoning as Search: Supporting Reasoning with Distributed Memory.- Structure Mapping for Jeopardy! Clues.- Ontologies and Similarity.- Retrieval of Semantic Workflows with Knowledge Intensive Similarity Measures.- Qualitative vs. Quantitative Plan Diversity in Case-Based Planning.- On Dataset Complexity for Case Base Maintenance.- Improving Case Retrieval by Enrichment of the Domain Ontology.- Preference-Based CBR: First Steps toward a Methodological Framework.- How Many Cases Do You Need? Assessing and Predicting Case-Base Coverage.- A Case-Based Approach to Open-Ended Collective Agreement with Rational Ignorance.- Amalgam-Based Reuse for Multiagent Case-Based Reasoning.- The 4 Diabetes Support System: A Case Study in CBR Research and Development.- Learning More from Experience in Case-Based Reasoning.- Acquiring Adaptation Cases for Scientific Workflows.- Combining Expert Knowledge and Learning from Demonstration in Real-Time Strategy Games.- Selective Integration of Background Knowledge in TCBR Systems.- User Satisfaction in Long Term Group Recommendations.- Using Personality to Create Alliances in Group Recommender Systems.- Analogy-Making for Solving IQ Tests: A Logical View.- Using Case-Based Tests to Detect Gray Cygnets.- Recommending Case Bases: Applications in Social Web Search.- Measuring Similarity in Description Logics Using Refinement Operators.- Term Similarity and Weighting Framework for Text Representation.- Fast Subgraph Isomorphism Detection for Graph-Based Retrieval.- Representation, Indexing, and Retrieval of Biological Cases for Biologically Inspired Design.- Ontology-Aided Product Classification: A Nearest Neighbour Approach.- A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports.- CBR with Commonsense Reasoning and Structure Mapping: An Application to Mediation.- Comparison of Reuse Strategies for Case-Based Classification in Bioinformatics.- Integration of Sequence Learning and CBR for Complex Equipment Failure Prediction.- Time Series Case Based Reasoning for Image Categorisation.- CBRSHM - A Case-Based Decision Support System for Semi-Automated Assessment of Structures in Terms of Structural Health Monitoring.- A Case Base Planning Approach for Dialogue Generation in Digital Movie Design.- Successful Performance via Decision Generalisation in No Limit Texas Hold'em.- Rule-Based Impact Propagation for Trace Replay.

Product Details

ISBN:
9783642232909
Author:
Ram, Ashwin (edt)
Publisher:
Springer
Author:
Ram, Ashwin
Author:
Wiratunga, Nirmalie
Subject:
Artificial Intelligence
Subject:
application domain ontologies
Subject:
case-based categorization
Subject:
case-based classification
Subject:
description logic
Subject:
graph-based retrieval
Subject:
multiagent reasoning
Subject:
semantic workflow
Subject:
Artificial Intelligence (incl. Robotics)
Subject:
Information Systems Applications (incl.Internet)
Subject:
Information storage and retrieval.
Subject:
Database management
Subject:
Computer Communication Networks
Subject:
Data Mining and Knowledge Discovery
Subject:
Computers-Reference - General
Subject:
Computer Communication Net
Subject:
Works
Copyright:
Edition Description:
2011
Series:
Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence
Series Volume:
6880
Publication Date:
20110923
Binding:
TRADE PAPER
Language:
English
Pages:
509
Dimensions:
235 x 155 mm

Related Subjects

Computers and Internet » Artificial Intelligence » General
Computers and Internet » Computers Reference » General
Computers and Internet » Database » Design
Computers and Internet » Internet » Information
Computers and Internet » Networking » Hardware
Computers and Internet » Software Engineering » Software Management

Lecture Notes in Artificial Intelligence #6880: Case-Based Reasoning Research and Development: 19th International Conference on Case-Based Reasoning, ICCBR 2011, London, UK, September 12-15, 2011, P New Trade Paper
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