Online Public Access Catalogue (OPAC)
Library,Documentation and Information Science Division

“A research journal serves that narrow

borderland which separates the known from the unknown”

-P.C.Mahalanobis


Social big data mining / (Record no. 421187)

000 -LEADER
fixed length control field 01643cam a22002657i 4500
001 - CONTROL NUMBER
control field 137328
003 - CONTROL NUMBER IDENTIFIER
control field ISI Library, Kolkata
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20170106113016.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 150615s2015 flua b 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781498710930
040 ## - CATALOGING SOURCE
Original cataloging agency ISI Library
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Edition number 23
Item number Is79
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Ishikawa, Hiroshi,
Relator term author.
245 10 - TITLE STATEMENT
Title Social big data mining /
Statement of responsibility, etc Hiroshi Ishikawa.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Boca Raton:
Name of publisher, distributor, etc CRC Press,
Date of publication, distribution, etc ©2015.
300 ## - PHYSICAL DESCRIPTION
Extent vi, 260 p. :
Other physical details illustrations ;
Dimensions 25 cm.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 1. Social media --<br/> 2. Big data and social data --<br/> 3. Hyptheses in the era of big data --<br/> 4. Social big data applications --<br/> 5. Basic concepts in data mining --<br/> 6. Association rule mining --<br/> 7. Clustering --<br/> 8. Classification --<br/> 9. Prediction --<br/> 10. Web structure mining --<br/> 11. Web content mining --<br/> 12. Web access log mining, information extraction, and deep web mining --<br/> 13. Media mining --<br/> 14. Scalability and outlier detection.
520 ## - SUMMARY, ETC.
Summary, etc This book focuses on the basic concepts and the related technologies of data mining for social medial. Topics include: big data and social data, data mining for making a hypothesis, multivariate analysis for verifying the hypothesis, web mining and media mining, natural language processing, social big data applications, and scalability. It explains analytical techniques such as modeling, data mining, and multivariate analysis for social big data.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element User-generated content.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social media.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Books
Holdings
Lost status Not for loan Permanent Location Current Location Date acquired Source of acquisition Cost, normal purchase price Full call number Accession Number Koha item type
    ISI Library, Kolkata ISI Library, Kolkata 2016-11-10 4 5050.15 006.312 Is79 137328 Books
Library, Documentation and Information Science Division, Indian Statistical Institute, 203 B T Road, Kolkata 700108, INDIA
Phone no. 91-33-2575 2100, Fax no. 91-33-2578 1412, ksatpathy@isical.ac.in


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