International Journal of Man-Machine Studies
A framework for information systems architecture
IBM Systems Journal
Principles of database and knowledge-base systems, Vol. I
Principles of database and knowledge-base systems, Vol. I
Information retrieval
Building the data warehouse
On the semantics of theory change: arbitration between old and new information
PODS '93 Proceedings of the twelfth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Toward total data quality management (TDQM)
Information technology in action
The merge/purge problem for large databases
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
The data warehouse challenge: taming data chaos
The data warehouse challenge: taming data chaos
Anchoring data quality dimensions in ontological foundations
Communications of the ACM
Communications of the ACM
A product perspective on total data quality management
Communications of the ACM
The impact of poor data quality on the typical enterprise
Communications of the ACM
Quality information and knowledge
Quality information and knowledge
Improving data warehouse and business information quality: methods for reducing costs and increasing profits
The entity-relationship model—toward a unified view of data
ACM Transactions on Database Systems (TODS) - Special issue: papers from the international conference on very large data bases: September 22–24, 1975, Framingham, MA
A relational model of data for large shared data banks
Communications of the ACM
A technique for computer detection and correction of spelling errors
Communications of the ACM
A guided tour to approximate string matching
ACM Computing Surveys (CSUR)
Communications of the ACM - Supporting community and building social capital
The Data Warehouse Lifecycle Toolkit: Expert Methods for Designing, Developing and Deploying Data Warehouses with CD Rom
Modern Information Retrieval
Supporting ontological analysis of taxonomic relationships
Data & Knowledge Engineering - ER2000
Data Quality: The Accuracy Dimension
Data Quality: The Accuracy Dimension
Entity Identification in Database Integration
Proceedings of the Ninth International Conference on Data Engineering
Web Data Mining & Business Intelligence Analysis
Web Data Mining & Business Intelligence Analysis
TAILOR: A Record Linkage Tool Box
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Confidence on Approximate Query in Large Datasets
ITCC '04 Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04) Volume 2 - Volume 2
Iterative record linkage for cleaning and integration
Proceedings of the 9th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Edge Server Software Architecture For Sensor Applications
SAINT '05 Proceedings of the The 2005 Symposium on Applications and the Internet
Disambiguating Web appearances of people in a social network
WWW '05 Proceedings of the 14th international conference on World Wide Web
Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)
Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)
Pair-Wise entity resolution: overview and challenges
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Beyond accuracy: what data quality means to data consumers
Journal of Management Information Systems
Journey to Data Quality
Managing Information Quality: Increasing the Value of Information in Knowledge-intensive Products and Processes
Database in Depth: Relational Theory for Practitioners
Database in Depth: Relational Theory for Practitioners
Customer Data Integration: Reaching a Single Version of the Truth (SAS Institute Inc.)
Customer Data Integration: Reaching a Single Version of the Truth (SAS Institute Inc.)
Collective entity resolution in relational data
ACM Transactions on Knowledge Discovery from Data (TKDD)
A method for entity identification in open source documents with partially redacted attributes
Journal of Computing Sciences in Colleges
Journal of Management Information Systems
SCAN: a structural clustering algorithm for networks
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 9th annual ACM international workshop on Web information and data management
Identifying the influential bloggers in a community
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
A two-step classification approach to unsupervised record linkage
AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70
Febrl: a freely available record linkage system with a graphical user interface
HDKM '08 Proceedings of the second Australasian workshop on Health data and knowledge management - Volume 80
A Case Study in Partial Parsing Unstructured Text
ITNG '08 Proceedings of the Fifth International Conference on Information Technology: New Generations
Master Data Management
An entity-based integration framework for modeling and evaluating data enhancement products
Journal of Computing Sciences in Colleges
Data Quality and Record Linkage Techniques
Data Quality and Record Linkage Techniques
Swoosh: a generic approach to entity resolution
The VLDB Journal — The International Journal on Very Large Data Bases
Exploiting context analysis for combining multiple entity resolution systems
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Entity resolution with iterative blocking
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Generic Entity Resolution in Relational Databases
ADBIS '09 Proceedings of the 13th East European Conference on Advances in Databases and Information Systems
Data Engineering: Mining, Information and Intelligence
Data Engineering: Mining, Information and Intelligence
Generic entity resolution with negative rules
The VLDB Journal — The International Journal on Very Large Data Bases
Attributed Identity Resolution for Fraud Detection and Prevention
ICC '09 Proceedings of the 2009 International Conference on Computing, Engineering and Information
Quality-driven query answering for integrated information systems
Quality-driven query answering for integrated information systems
Information Quality Managment Capability Maturity Model
Information Quality Managment Capability Maturity Model
An Introduction to Duplicate Detection
An Introduction to Duplicate Detection
An analysis of social network-based Sybil defenses
Proceedings of the ACM SIGCOMM 2010 conference
Evaluating entity resolution results
Proceedings of the VLDB Endowment
Evaluation of entity resolution approaches on real-world match problems
Proceedings of the VLDB Endowment
Knowledge-driven identity resolution for longitudinal education data
Knowledge-driven identity resolution for longitudinal education data
Enterprise Architecture A to Z: Frameworks, Business Process Modeling, SOA, and Infrastructure Technology
Introduction to Information Quality
Introduction to Information Quality
Staging a realistic entity resolution challenge for students
Journal of Computing Sciences in Colleges
Flexible and efficient distributed resolution of large entities
FoIKS'12 Proceedings of the 7th international conference on Foundations of Information and Knowledge Systems
Evaluating indeterministic duplicate detection results
SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management
Indeterministic Handling of Uncertain Decisions in Deduplication
Journal of Data and Information Quality (JDIQ) - Special Issue on Entity Resolution
A Graduate-Level Course on Entity Resolution and Information Quality: A Step toward ER Education
Journal of Data and Information Quality (JDIQ) - Special Issue on Entity Resolution
Introducing inference-driven OWL ABox enrichment
Proceedings of International Conference on Information Integration and Web-based Applications & Services
Entity resolution for distributed probabilistic data
Distributed and Parallel Databases
Journal of Information Science
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Customers and products are the heart of any business, and corporations collect more data about them every year. However, just because you have data doesn驴t mean you can use it effectively. If not properly integrated, data can actually encourage false conclusions that result in bad decisions and lost opportunities. Entity Resolution (ER) is a powerful tool for transforming data into accurate, value-added information. Using entity resolution methods and techniques, you can identify equivalent records from multiple sources corresponding to the same real-world person, place, or thing. This emerging area of data management is clearly explained throughout the book. It teaches you the process of locating and linking information about the same entity - eliminating duplications - and making crucial business decisions based on the results. This book is an authoritative, vendor-independent technical reference for researchers, graduate students and practitioners, including architects, technical analysts, and solution developers. In short, Entity Resolution and Information Quality gives you the applied level know-how you need to aggregate data from disparate sources and form accurate customer and product profiles that support effective marketing and sales. It is an invaluable guide for succeeding in today驴s info-centric environment.First authoritative reference explaining entity resolution and how to use it effectivelyProvides practical system design advice to help you get a competitive advantage Includes a companion site with synthetic customer data for applicatory exercises, and access to a Java-based Entity Resolution program.Table of ContentsChapter 1 Principles of Entity Resolution Chapter 2 Principles of Information Quality Chapter 3 Entity Resolution Models Chapter 4 Entity-Based Data Integration Chapter 5 Entity Resolution Systems Chapter 6 The OYSTER Project Chapter 7 Trends in Entity Resolution Research and Applications