Data Mining for the Social Sciences (Record no. 12578)

MARC details
000 -LEADER
fixed length control field 01712nmm a2200205Ia 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780520960596
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Item number At82D
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Attewell, Paul
Relator term Author
Language of a work English
9 (RLIN) 2844
245 #0 - TITLE STATEMENT
Title Data Mining for the Social Sciences
Remainder of title : An Introduction
Statement of responsibility, etc. / by Paul Attewell and David Monaghan.
Medium [Electronic Resource]
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Berkeley
Name of publisher, distributor, etc. : University of California Press,
Date of publication, distribution, etc. 2015
300 ## - PHYSICAL DESCRIPTION
Extent 265p.
520 ## - SUMMARY, ETC.
Summary, etc. We live in a world of big data: the amount of information collected on human behavior each day is staggering, and exponentially greater than at any time in the past. Additionally, powerful algorithms are capable of churning through seas of data to uncover patterns. Providing a simple and accessible introduction to data mining, Paul Attewell and David B. Monaghan discuss how data mining substantially differs from conventional statistical modeling familiar to most social scientists. The authors also empower social scientists to tap into these new resources and incorporate data mining methodologies in their analytical toolkits. Data Mining for the Social Sciences demystifies the process by describing the diverse set of techniques available, discussing the strengths and weaknesses of various approaches, and giving practical demonstrations of how to carry out analyses using tools in various statistical software packages.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer Science
9 (RLIN) 926
Topical term or geographic name entry element Data Mining
9 (RLIN) 248
Topical term or geographic name entry element Social Science
9 (RLIN) 1053
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Monaghan, David
Relationship information [Author]
9 (RLIN) 2845
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://ebookcentral.proquest.com/lib/iitjin/detail.action?docID=1882080&query=1882080">http://ebookcentral.proquest.com/lib/iitjin/detail.action?docID=1882080&query=1882080</a>
Electronic format type PDF
Link text Click to Access the Online Book
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type e-Book
Suppress in OPAC
Holdings
Withdrawn status Lost status Damaged status Use restrictions Not for loan Collection Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type Public note
      e-Book For Access   Textbook S. R. Ranganathan Learning Hub S. R. Ranganathan Learning Hub Online 20/09/2022 Infokart India Pvt. Ltd., New Delhi 300.00   006.312 At82D EB0718 20/09/2022 20/09/2022 e-Book Platform : ProQuest