Big Data Factories : (Record no. 9117)

MARC details
000 -LEADER
fixed length control field 04585cam a22005295a 4500
001 - CONTROL NUMBER
control field 21735693
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20211123160307.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m |o d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr |||||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 171128s2017 gw adb| o |||| 0|eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2019753386
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319591865
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319591858
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-319-59186-5
Source of number or code doi
035 ## - SYSTEM CONTROL NUMBER
System control number (DE-He213)978-3-319-59186-5
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions pn
Transcribing agency DLC
Modifying agency EG-CaNU
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM021030
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UNF
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code UNF
Source thema
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQE
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Edition number 23
245 00 - TITLE STATEMENT
Title Big Data Factories :
Remainder of title Collaborative Approaches /
Statement of responsibility, etc. edited by Sorin Adam Matei, Nicolas Jullien, Sean P. Goggins.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2017.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Cham :
Name of publisher, distributor, etc. Springer International Publishing :
-- Imprint: Springer,
Date of publication, distribution, etc. 2017.
300 ## - PHYSICAL DESCRIPTION
Extent VI, 141 p.:
Accompanying material ill;
Dimensions 24 cm.
490 1# - SERIES STATEMENT
Series statement Computational Social Sciences,
International Standard Serial Number 2509-9574
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Chapter1. Introduction -- Part 1: Theoretical Principles and Approaches to Data Factories -- Chapter2. Accessibility and Flexibility: Two Organizing Principles for Big Data Collaboration -- Chapter3. The Open Community Data Exchange: Advancing Data Sharing and Discovery in Open Online Community Science -- Part 2: Theoretical principles and ideas for designing and deploying data factory approaches -- Chapter4. Levels of Trace Data for Social and Behavioral Science Research -- Chapter5. The 10 Adoption Drivers of Open Source Software that Enables e-Research in Data Factories for Open Innovations -- Chapter6. Aligning online social collaboration data around social order: theoretical considerations and measures -- Part 3: Approaches in action through case studies of data based research, best practice scenarios, or educational briefs -- Chapter7. Lessons learned from a decade of FLOSS data collection -- Chapter8. Teaching Students How (NOT) to Lie, Manipulate, and Mislead with Information Visualizations -- Chapter9. Democratizing Data Science: The Community Data Science Workshops and Classes.
520 ## - SUMMARY, ETC.
Summary, etc. The book proposes a systematic approach to big data collection, documentation and development of analytic procedures that foster collaboration on a large scale. This approach, designated as "data factoring" emphasizes the need to think of each individual dataset developed by an individual project as part of a broader data ecosystem, easily accessible and exploitable by parties not directly involved with data collection and documentation. Furthermore, data factoring uses and encourages pre-analytic operations that add value to big data sets, especially recombining and repurposing. The book proposes a research-development agenda that can undergird an ideal data factory approach. Several programmatic chapters discuss specialized issues involved in data factoring (documentation, meta-data specification, building flexible, yet comprehensive data ontologies, usability issues involved in collaborative tools, et cetera). The book also presents case studies for data factoring and processing that can lead to building better scientific collaboration and data sharing strategies and tools. Finally, the book presents the teaching utility of data factoring and the ethical and privacy concerns related to it. Chapter 9 of this book is available open access under a CC BY 4.0 license at link.springer.com.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on publisher-supplied MARC data.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Application software.
9 (RLIN) 687
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Big data.
9 (RLIN) 341
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Bioinformatics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining.
9 (RLIN) 342
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Research-Moral and ethical aspects.
9 (RLIN) 688
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data Mining and Knowledge Discovery.
Authority record control number or standard number https://scigraph.springernature.com/ontologies/product-market-codes/I18030
9 (RLIN) 689
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Big Data/Analytics.
Authority record control number or standard number https://scigraph.springernature.com/ontologies/product-market-codes/522070
9 (RLIN) 690
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Bioinformatics.
Authority record control number or standard number https://scigraph.springernature.com/ontologies/product-market-codes/L15001
9 (RLIN) 691
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer Appl. in Social and Behavioral Sciences.
Authority record control number or standard number https://scigraph.springernature.com/ontologies/product-market-codes/I23028
9 (RLIN) 692
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Research Ethics.
Authority record control number or standard number https://scigraph.springernature.com/ontologies/product-market-codes/E14040
9 (RLIN) 693
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN)
Topical term or geographic name as entry element Computer Sciences.
9 (RLIN) 694
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Goggins, Sean P.
Relator term editor.
9 (RLIN) 695
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Jullien, Nicolas.
Relator term editor.
9 (RLIN) 696
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Matei, Sorin Adam.
Relator term editor.
9 (RLIN) 697
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Computational Social Sciences,
International Standard Serial Number 2509-9574
9 (RLIN) 698
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Total Checkouts Full call number Barcode Date last seen Date last checked out Price effective from Koha item type
    Dewey Decimal Classification     Main library Main library 11/23/2021 1 006.312/SO.B 015002 01/21/2023 01/16/2023 11/23/2021 Books