
Concept Data Analysis - Theory and Applications
Wiley (Publisher)
Published on 13. September 2005
Software
Other digital
220 pages
978-0-470-01129-4 (ISBN)
Description
With the advent of the Web along with the unprecedented amount of information available in electronic format, conceptual data analysis is more useful and practical than ever, because this technology addresses important limitations of the systems that currently support users in their quest for information. Concept Data Analysis: Theory & Applications is the first book that provides a comprehensive treatment of the full range of algorithms available for conceptual data analysis, spanning creation, maintenance, display and manipulation of concept lattices. The accompanying website allows you to gain a greater understanding of the principles covered in the book through actively working on the topics discussed. The three main areas explored are interactive mining of documents or collections of documents (including Web documents), automatic text ranking, and rule mining from structured data. The potentials of conceptual data analysis in the application areas being considered are further illustrated by two detailed case studies.
Concept Data Analysis: Theory & Applications is essential for researchers active in information processing and management and industry practitioners who are interested in creating a commercial product for conceptual data analysis or developing content management applications.
Concept Data Analysis: Theory & Applications is essential for researchers active in information processing and management and industry practitioners who are interested in creating a commercial product for conceptual data analysis or developing content management applications.
More details
Language
English
Place of publication
Chichester
United Kingdom
Publishing group
John Wiley and Sons Ltd
Target group
Professional and scholarly
College/higher education
Dimensions
Height: 253 mm
Width: 176 mm
Thickness: 18 mm
Weight
568 gr
ISBN-13
978-0-470-01129-4 (9780470011294)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

E-Book
08/2004
Wiley
€112.99
Available for download
Persons
Content
Foreword. Preface. I: THEORY AND ALGORITHMS. 1. Theoretical Foundations. 1.1 Basic Notions of Orders and Lattices. 1.2 Context, Concept, and Concept Lattice. 1.3 Many-valued Contexts. 1.4 Bibliographic Notes. 2. Algorithms. 2.1 Constructing Concept Lattices. 2.2 Incremental Lattice Update. 2.3 Visualization. 2.4 Adding Knowledge to Concept Lattices. 2.5 Bibliographic Notes. II: APPLICATIONS. 3. Information Retrieval. 3.1 Query Modification. 3.2 Document Ranking 4. Text Mining. 4.1 Mining the Content of the ACM Digital Library. 4.2 MiningWeb Retrieval Results with CREDO. 4.3 Bibliographic Notes. 5. Rule Mining. 5.1 Implications. 5.2 Functional Dependencies. 5.3 Association Rules. 5.4 Classification Rules. 5.5 Bibliographic Notes. References. Index.