Entity Information Life Cycle for Big Data : (Record no. 921308)

001 - CONTROL NUMBER
control field EBL2030661
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
additional material characteristics m d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr -n---------
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 160119s2015||||||| s|||||||||||eng|d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780128006658
Terms of availability 116.91 (UA),77.94 (1U)
035 ## - SYSTEM CONTROL NUMBER
System control number (AU-PeEL)2030661
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)907924107
040 ## - CATALOGING SOURCE
Original cataloging agency AU-PeEL
Language of cataloging eng
Transcribing agency AU-PeEL
Modifying agency AU-PeEL
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number HD30.215 -- .T353 2015eb
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.7
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) HD30.215 -- .T353 2015eb
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Talburt, John R.
245 10 - TITLE STATEMENT
Title Entity Information Life Cycle for Big Data :
Remainder of title Master Data Management and Information Integration
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Saint Louis :
Name of publisher, distributor, etc Elsevier Science,
Date of publication, distribution, etc 2015.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (255 p.)
490 0# - SERIES STATEMENT
Series statement eBooks on Demand
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Front Cover; Entity Information Life Cycle for Big Data; Copyright; Contents; Foreword; Preface; THE CHANGING LANDSCAPE OF INFORMATION QUALITY; MOTIVATION FOR THIS BOOK; AUDIENCE; ORGANIZATION OF THE MATERIAL; Acknowledgements; Chapter 1 - The Value Proposition for MDM and Big Data; DEFINITION AND COMPONENTS OF MDM; THE BUSINESS CASE FOR MDM; DIMENSIONS OF MDM; THE CHALLENGE OF BIG DATA; MDM AND BIG DATA - THE N-SQUARED PROBLEM; CONCLUDING REMARKS; Chapter 2 - Entity Identity Information and the CSRUD Life Cycle Model; ENTITIES AND ENTITY REFERENCES; MANAGING ENTITY IDENTITY INFORMATION
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note ENTITY IDENTITY INFORMATION LIFE CYCLE MANAGEMENT MODELSCONCLUDING REMARKS; Chapter 3 - A Deep Dive into the Capture Phase; AN OVERVIEW OF THE CAPTURE PHASE; BUILDING THE FOUNDATION; UNDERSTANDING THE DATA; DATA PREPARATION; SELECTING IDENTITY ATTRIBUTES; ASSESSING ER RESULTS; DATA MATCHING STRATEGIES; CONCLUDING REMARKS; Chapter 4 - Store and Share - Entity Identity Structures; ENTITY IDENTITY INFORMATION MANAGEMENT STRATEGIES; DEDICATED MDM SYSTEMS; THE IDENTITY KNOWLEDGE BASE; MDM ARCHITECTURES; CONCLUDING REMARKS; Chapter 5 - Update and Dispose Phases - Ongoing Data Stewardship
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note DATA STEWARDSHIPTHE AUTOMATED UPDATE PROCESS; THE MANUAL UPDATE PROCESS; ASSERTED RESOLUTION; EIS VISUALIZATION TOOLS; MANAGING ENTITY IDENTIFIERS; CONCLUDING REMARKS; Chapter 6 - Resolve and Retrieve Phase - Identity Resolution; IDENTITY RESOLUTION; IDENTITY RESOLUTION ACCESS MODES; CONFIDENCE SCORES; CONCLUDING REMARKS; Chapter 7 - Theoretical Foundations; THE FELLEGI-SUNTER THEORY OF RECORD LINKAGE; THE STANFORD ENTITY RESOLUTION FRAMEWORK; ENTITY IDENTITY INFORMATION MANAGEMENT; CONCLUDING REMARKS; Chapter 8 - The Nuts and Bolts of Entity Resolution; THE ER CHECKLIST
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note CLUSTER-TO-CLUSTER CLASSIFICATIONSELECTING AN APPROPRIATE ALGORITHM; CONCLUDING REMARKS; Chapter 9 - Blocking; BLOCKING; BLOCKING BY MATCH KEY; DYNAMIC BLOCKING VERSUS PRERESOLUTION BLOCKING; BLOCKING PRECISION AND RECALL; MATCH KEY BLOCKING FOR BOOLEAN RULES; MATCH KEY BLOCKING FOR SCORING RULES; CONCLUDING REMARKS; Chapter 10 - CSRUD for Big Data; LARGE-SCALE ER FOR MDM; THE TRANSITIVE CLOSURE PROBLEM; DISTRIBUTED, MULTIPLE-INDEX, RECORD-BASED RESOLUTION; AN ITERATIVE, NONRECURSIVE ALGORITHM FOR TRANSITIVE CLOSURE; ITERATION PHASE: SUCCESSIVE CLOSURE BY REFERENCE IDENTIFIER
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note DEDUPLICATION PHASE: FINAL OUTPUT OF COMPONENTSER USING THE NULL RULE; THE CAPTURE PHASE AND IKB; THE IDENTITY UPDATE PROBLEM; PERSISTENT ENTITY IDENTIFIERS; THE LARGE COMPONENT AND BIG ENTITY PROBLEMS; IDENTITY CAPTURE AND UPDATE FOR ATTRIBUTE-BASED RESOLUTION; CONCLUDING REMARKS; Chapter 11 - ISO Data Quality Standards for Master Data; BACKGROUND; GOALS AND SCOPE OF THE ISO 8000-110 STANDARD; FOUR MAJOR COMPONENTS OF THE ISO 8000-110 STANDARD; SIMPLE AND STRONG COMPLIANCE WITH ISO 8000-110; ISO 22745 INDUSTRIAL SYSTEMS AND INTEGRATION; BEYOND ISO 8000-110; CONCLUDING REMARKS
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note Appendix A - Some Commonly Used ER Comparators
520 ## - SUMMARY, ETC.
Summary, etc <i> Entity Information Life Cycle for Big Data </i>walks you through the ins and outs of managing entity information so you can successfully achieve master data management (MDM) in the era of big data. This book explains big data's impact on MDM and the critical role of entity information management system (EIMS) in successful MDM. Expert authors Dr. John R. Talburt and Dr. Yinle Zhou provide a thorough background in the principles of managing the entity information life cycle and provide practical tips and techniques for implementing an EIMS, strategies for exploiting distributed processing
588 ## -
-- Description based upon print version of record.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Pattern recognition systems.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Semantic Web.
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Zhou, Yinle.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
Main entry heading Talburt, John R.
Title Entity Information Life Cycle for Big Data : Master Data Management and Information Integration
Place, publisher, and date of publication Saint Louis : Elsevier Science,c2015
International Standard Book Number 9780128005378
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://uttyler.eblib.com/patron/FullRecord.aspx?p=2030661">http://uttyler.eblib.com/patron/FullRecord.aspx?p=2030661</a>
Link text Click here to view this ebook.
901 ## - LOCAL DATA ELEMENT A, LDA (RLIN)
Platform EBL
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Electronic Book
Source of classification or shelving scheme
Holdings
Withdrawn status Lost item Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Shelving location Date acquired Full call number Barcode Date last seen Uniform Resource Identifier Price effective from Koha item type
          UT Tyler Online UT Tyler Online Online 2016-01-20 HD30.215 -- .T353 2015eb EBL2030661 2016-01-20 http://uttyler.eblib.com/patron/FullRecord.aspx?p=2030661 2016-01-20 Electronic Book