Knowledge Based Text Indexing And Retrieval Utilizing Case Based Reasoning

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"Information retrieval systems for documents normally rely on the use of keywords that describe the text in some fashion or another, or are contained in the text itself, for indexing and searching. These keywords may be associated with standard boolean operators, where presence or absence in the text or text description is used as the truth value, or other oper ators indicating their proximity to one another in the text. Another emerging approach is the use of content or knowledge based indexing and retrieval. In this approach the text is not represented or treated as a collection keywords, rather its meaning or semantic content is abstracted and the meaning is used to search for the text desired. This approach may have several advantages over the standard keyword approach. Both precision and recall of the search may be improved, increasing the likelihood that relevant texts will be found while decreasing the probability of finding irrelevant ones. The knowl edge based approach may also allow more sophisticated query techniques, for instance queries based on the purpose for which the text will be used. This thesis will explore the possibility and usefulness of applying case based reasoning to the problem of text search and retrieval. An easy-to-use expert system for information retrieval that utilizes case-based reasoning to improve, over time, its capability to find those items that are relevant and useful, and only those items that are relevant and useful will be implemented. It will support formulation of a search in an intuitive manner that avoids complicated command syntax and occult operators. It will present retrieved docu ments to the user in a logical, useful way and will allow the user to easily refine his search criteria based on a selection of documents from his original results that he has judged to be good examples of what he is searching for."--Abstract.

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Genre : Expert systems (Computer science)
Author : Alan A. Mick
Publisher :
Release : 1994
File : 98 Pages
ISBN-13 : OCLC:31442804


Case Based Reasoning

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

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Genre : Computers
Author : Isabelle Bichindaritz
Publisher : Springer
Release : 2010-07-10
File : 554 Pages
ISBN-13 : 9783642142741


Reasoning With Complex Cases

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Reasoning with Complex Cases emphasizes case retrieval methods based on structured cases as they are relevant for planning, configuration, and design, and provides a systematic view of the case reuse phase, centering on complex situations. So far, books on case-based reasoning considered comparatively simple situations only. This book is a coherent work, not a selection of separate contributions, and consists largely of original research results using examples taken from industrial design, biology, medicine, jurisprudence and other areas. Reasoning with Complex Cases is suitable as a secondary text for graduate-level courses on case-based reasoning and as a reference for practitioners applying conventional CBR systems or techniques.

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Genre : Computers
Author : Friedrich Gebhardt
Publisher : Springer Science & Business Media
Release : 2012-12-06
File : 254 Pages
ISBN-13 : 9781461562337


Case Based Reasoning Research And Development

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The conference took place during August 23–26, 2005 at the downtown campus of DePaul University, in the heart of Chicago’s downtown

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Genre : Computers
Author : Hector Munoz-Avila
Publisher : Springer
Release : 2005-09-07
File : 667 Pages
ISBN-13 : 9783540318552


Case Based Reasoning Research And Development

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This book constitutes the refereed proceedings of the 21st International Conference on Case-Based Reasoning Research and Development (ICCBR 2014) held in Cork, Ireland, in September 2014. The 35 revised full papers presented were carefully reviewed and selected from 49 submissions. The presentations cover 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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Genre : Computers
Author : Luc Lamontagne
Publisher : Springer
Release : 2014-09-22
File : 553 Pages
ISBN-13 : 9783319112091


Case Based Reasoning Research And Development

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The biennial International Conference on Case-Based Reasoning (ICCBR) - ries, which began in Sesimbra, Portugal, in 1995, was intended to provide an international forum for the best fundamental and applied research in case-based reasoning (CBR). It was hoped that such a forum would encourage the g- wth and rigor of the eld and overcome the previous tendency toward isolated national CBR communities. The foresight of the original ICCBR organizers has been rewarded by the growth of a vigorous and cosmopolitan CBR community. CBR is now widely recognized as a powerful and important computational technique for a wide range of practical applications. By promoting an exchange of ideas among CBR researchers from across the globe, the ICCBR series has facilitated the broader acceptance and use of CBR. ICCBR-99 has continued this tradition by attracting high-quality research and applications papers from around the world. Researchers from 21 countries submitted 80 papers to ICCBR-99. From these submissions, 17 papers were selected for long oral presentation, 7 were accepted for short oral presentation, and 19 papers were accepted as posters. This volume sets forth these 43 papers, which contain both mature work and innovative new ideas.

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Genre : Computers
Author : Klaus-Dieter Althoff
Publisher : Springer
Release : 2003-07-31
File : 612 Pages
ISBN-13 : 9783540485087


Case Based Reasoning Research And Development

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The refereed proceedings of the 7th International Conference on Case-Based Reasoning are presented in this volume. Fifteen full research papers and eighteen poster papers are presented along with three invited talks. The papers address all aspects of case-based reasoning, featuring original theoretical research, applied research, and applications with practical, social, environmental, and economic significance.

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Genre : Business & Economics
Author : Rosina O. Weber
Publisher : Springer Science & Business Media
Release : 2007-07-27
File : 545 Pages
ISBN-13 : 9783540741381


Case Based Reasoning Research And Development

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The refereed proceedings of the 5th International Conference on Case-Based Reasoning, ICCBR 2003, held in Trondheim, Norway, in June 2003. The 51 revised full papers presented were carefully reviewed and selected from 92 submissions. All current aspects of CBR are addressed including case representation, similarity retrieval, adaptation, case library maintenance, multi-agent collaborative systems, data mining, soft computing, recommender systems, knowledge management, legal reasoning, software reuse, and music.

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Genre : Computers
Author : Kevin D. Ashley
Publisher : Springer
Release : 2003-08-03
File : 749 Pages
ISBN-13 : 9783540450061


Case Based Reasoning Research And Development

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This book constitutes the refereed proceedings of the Second International Conference on Case-Based Reasoning, ICCBR-97, held in Providence, RI, USA, in July 1997. The volume presents 39 revised full scientific papers selected from a total of 102 submissions; also included are 20 revised application papers. Among the topics covered are representation and formalization, indexing and retrieval, adaptation, learning, integrated approaches, creative reasoning, CBR and uncertainty. This collection of papers is a comprehensive documentation of the state of the art in CBR research and development.

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Genre : Business & Economics
Author : David B. Leake
Publisher : Springer Science & Business Media
Release : 1997-07-09
File : 668 Pages
ISBN-13 : 3540632336


Advances In Case Based Reasoning

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This book constitutes the refereed proceedings of the 5th European Workshop on Case-Based Reasonning, EWCBR 2000, held in Trento, Italy in September 2000. The 40 revised full papers presented together with two invited contributions were carefully reviewed and selected for inclusion in the book. All curves issues in case-based reasoning, ranging from foundational and theoretical aspects to advanced applications in various fields are addressed.

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Genre : Computers
Author : Enrico Blanzieri
Publisher : Springer
Release : 2003-07-31
File : 545 Pages
ISBN-13 : 9783540445272