Entity information life cycle for big data : master data management and information integration / (Record no. 247075)
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| fixed length control field | 06165cam a2200577Ii 4500 |
| 001 - CONTROL NUMBER | |
| control field | ocn907924107 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20190328114811.0 |
| 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 cnu|||unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 150423s2015 mau ob 001 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | N$T |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | N$T |
| Modifying agency | N$T |
| -- | IDEBK |
| -- | OPELS |
| -- | E7B |
| -- | YDXCP |
| -- | CDX |
| -- | EBLCP |
| -- | DEBSZ |
| -- | TEFOD |
| -- | OCLCF |
| -- | B24X7 |
| -- | COO |
| -- | IDB |
| -- | LIV |
| -- | OCLCQ |
| -- | MERUC |
| -- | WRM |
| -- | U3W |
| -- | D6H |
| -- | INT |
| -- | OCLCQ |
| -- | CUY |
| -- | OCLCQ |
| -- | ICG |
| -- | DKC |
| 019 ## - | |
| -- | 908074729 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780128006658 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 012800665X |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9780128005378 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)907924107 |
| Canceled/invalid control number | (OCoLC)908074729 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | ZA4240 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | LAN |
| Subject category code subdivision | 025000 |
| Source | bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 025.04 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Talburt, John R., |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Entity information life cycle for big data : master data management and information integration / |
| Medium | [electronic resource] |
| Statement of responsibility, etc. | John R. Talburt, Yinle Zhou. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Waltham, MA : |
| Name of producer, publisher, distributor, manufacturer | Elsevier : |
| -- | Morgan Kaufmann, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2015 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 588 0# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Vendor-supplied metadata. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Entity Information Life Cycle for Big Data 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 to handle big data for EIMS, and examples from real applications. Additional material on the theory of EIIM and methods for assessing and evaluating EIMS performance also make this book appropriate for use as a textbook in courses on entity and identity management, data management, customer relationship management (CRM), and related topics. |
| 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. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 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 | Semantic Web. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Pattern recognition systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | LANGUAGE ARTS & DISCIPLINES |
| General subdivision | Library & Information Science |
| -- | General. |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Big data. |
| Source of heading or term | fast |
| Authority record control number | (OCoLC)fst01892965 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining. |
| Source of heading or term | fast |
| Authority record control number | (OCoLC)fst00887946 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Pattern recognition systems. |
| Source of heading or term | fast |
| Authority record control number | (OCoLC)fst01055266 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Semantic Web. |
| Source of heading or term | fast |
| Authority record control number | (OCoLC)fst01112076 |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 655 #7 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| Source of term | lcgft |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zhou, Yinle, |
| Dates associated with a name | 1986- |
| Relator term | author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | 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 | Burlington : Elsevier Science, �2015 |
| International Standard Book Number | 9780128005378 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | ScienceDirect |
| Uniform Resource Identifier | http://www.sciencedirect.com/science/book/9780128005378 |
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