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Case-Based Reasoning Research and Development: 21st International Conference, ICCBR 2013, Saratoga Springs, NY, USA, July 8-11, 2013, Proceedings de Sarah Jane Delany

Case-Based Reasoning Research and Development: 21st International Conference, ICCBR 2013, Saratoga Springs, NY, USA, July 8-11, 2013, Proceedings: Lecture Notes in Computer Science, cartea 7969

Editat de Sarah Jane Delany, Santiago Ontañon
en Limba Engleză Paperback – 6 iun 2013
This book constitutes the refereed proceedings of the 21st International Conference on Case-Based Reasoning Research and Development (ICCBR 2013) held in Saratoga Springs, NY, USA, in July 2013.
The 17 revised full papers presented together with 9 posters were
carefully reviewed and selected from 39 submissions. The presentations and posters covered a wide range of CBR topics of interest both to researchers and practitioners including case retrieval and adaptation, similarity assessment, case base maintenance, knowledge management, recommender systems, multiagent systems, textual CBR, and applications to healthcare and computer games.
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Specificații

ISBN-13: 9783642390555
ISBN-10: 3642390552
Pagini: 388
Ilustrații: XII, 374 p. 124 illus.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.54 kg
Ediția:2013
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Preference-Based CBR: A Search-Based Problem Solving Framework.- Applying MapReduce to Learning User Preferences in Near Real-Time.- Case-Based Goal Selection Inspired by IBM’s Watson.- Opinionated Product Recommendation.- Mining Features and Sentiment from Review Experiences.- Multi-Agent, Multi-Case-Based Reasoning.- Case-Based Learning of Applicability Conditions for Stochastic Explanations.- Case-Based Reasoning on E-Community Knowledge.- On the Plan-Library Maintenance Problem in a Case-Based Planner.- Learning Feature Weights from Positive Cases.- User Perceptions of Relevance and Its Effect on Retrieval in a Smart Textile Archive.- Case-Based Goal-Driven Coordination of Multiple Learning Agents.- On Deriving Adaptation Rule Confidence from the Rule Generation Process.- Extending Case Adaptation with Automatically-Generated Ensembles of Adaptation Rules.- iCaseViz: Learning Case Similarities through Interaction with a Case Base Visualizer.- A Multi-Objective Evolutionary Algorithm Fitness Function for Case-Base Maintenance.- Mining and Retrieving Medical Processes to Assess the Quality of Care.- Leveraging Historical Experience to Evaluate and Adapt Courses of Action.- The COLIBRI Open Platform for the Reproducibility of CBR Applications.- Refinement-Based Similarity Measure over DL Conjunctive Queries.- Should Term-Relatedness Be Used in Text Representation.- Recommending Audio Mixing Workflows.- An Agent Based Framework for Multiple, Heterogeneous Case Based Reasoning.- Learning-Based Adaptation for Personalized Mobility Assistance.- Biological Solutions for Engineering Problems: A Study in Cross-Domain Textual Case-Based Reasoning.- Similarity Measures to Compare Episodes in Modeled Traces. 

Textul de pe ultima copertă

This book constitutes the refereed proceedings of the 21st International Conference on Case-Based Reasoning Research and Development (ICCBR 2013) held in Saratoga Springs, NY, USA, in July 2013.
The 17 revised full papers presented together with 9 posters were
carefully reviewed and selected from 39 submissions. The presentations and posters covered a wide range of CBR topics of interest both to researchers and practitioners including case retrieval and adaptation, similarity assessment, case base maintenance, knowledge management, recommender systems, multiagent systems, textual CBR, and applications to healthcare and computer games.

Caracteristici

Fast track conference proceedings Unique visibility State of the art research