16 Methodologies for Data Quality Assessment and Improvement

[1]  Carlo Batini,et al.  A Comprehensive Data Quality Methodology for Web and Structured Data , 2007, 2006 1st International Conference on Digital Information Management.

[2]  Andy Koronios,et al.  Towards a Capability Maturity Model for Information Quality Management: A TDQM Approach , 2006, ICIQ.

[3]  Carlo Batini,et al.  Data Quality: Concepts, Methodologies and Techniques , 2006, Data-Centric Systems and Applications.

[4]  Amihai Motro,et al.  Fusionplex: resolution of data inconsistencies in the integration of heterogeneous information sources , 2006, Inf. Fusion.

[5]  Ann Chapman,et al.  Data and Information Quality at the Canadian Institute for Health Information , 2006, ICIQ.

[6]  Zbigniew J. Gackowski.  Redefining Information Quality and its Measuring: The Operations Management Approach , 2006, ICIQ.

[7]  Carlo Batini,et al.  An Analytical Framework to Analyze Dependencies Among Data Quality Dimensions , 2006, ICIQ.

[8]  Pravin Nadkarni.  Delivering Data On Time: The Assurant Health Case , 2006, ICIQ.

[9]  Felix Naumann,et al.  Automatic Data Fusion with HumMer , 2005, VLDB.

[10]  Patrick Bettschen.  Master Data Management (MDM) enables IQ at Tetra Pak , 2005, ICIQ.

[11]  Andreas Thor,et al.  iFuice - Information Fusion utilizing Instance Correspondences and Peer Mappings , 2005, WebDB.

[12]  Martin J. Eppler,et al.  A Classification and Analysis of Data Quality Costs , 2004 .

[13]  Pier Luca Lanzi,et al.  Model-Driven Web Usage Analysis for the Evaluation of Web Application Quality , 2004, J. Web Eng..

[14]  Roberto Baldoni,et al.  The architecture: a platform for exchanging and improving data quality in cooperative information systems , 2004, Inf. Syst..

[15]  Tiziana Catarci,et al.  A Peer-to-Peer Service Supporting Data Quality: Design and Implementation Issues , 2004, ICSNW.

[16]  Salvatore J. Stolfo,et al.  Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem , 1998, Data Mining and Knowledge Discovery.

[17]  Namchul Shin,et al.  An Investigation of the Methodologies of Business Process Reengineering , 2004 .

[18]  Ying Su,et al.  A Methodology For Information Quality Assessment In The Designing And Manufacturing Processes Of Mechanical Products , 2004, ICIQ.

[19]  Tony Norris,et al.  The Development of a Healthcare Data Quality Framework and Strategy , 2004, ICIQ.

[20]  From unstructured data to actionable intelligence , 2003 .

[21]  Theodore Johnson,et al.  Exploratory Data Mining and Data Cleaning , 2003 .

[22]  R. P. Srivastava,et al.  A conceptual framework and belief‐function approach to assessing overall information quality , 2003, Int. J. Intell. Syst..

[23]  Tiziana Catarci,et al.  Trusting Data Quality in Cooperative Information Systems , 2002, OTM.

[24]  Chiara Francalanci,et al.  Data Quality Assurance in Cooperative Information Systems: A Multi-Dimension Quality Certificate , 2003 .

[25]  Chiara Francalanci,et al.  Preserving Web Sites: a Data Quality Approach , 2003, ICIQ.

[26]  Andrea Calì,et al.  Data Integration under Integrity Constraints , 2004, CAiSE.

[27]  Diane M. Strong,et al.  AIMQ: a methodology for information quality assessment , 2002, Inf. Manag..

[28]  Barbara Pernici,et al.  Data Quality in Web Information Systems , 2003, J. Data Semant..

[29]  Maurizio Lenzerini,et al.  Data integration: a theoretical perspective , 2002, PODS.

[30]  Felix Naumann,et al.  Quality-Driven Query Answering for Integrated Information Systems , 2002, Lecture Notes in Computer Science.

[31]  Richard Y. Wang,et al.  Data quality assessment , 2002, CACM.

[32]  Luca De Santis,et al.  Automatic Record Matching in Cooperative Information Systems , 2002 .

[33]  Larry P. English.  Process Management and Information Quality: How Improving Information Production Processes Improves Information (Product) Quality , 2002, ICIQ.

[34]  Rita Kovac,et al.  Starting with Quality: Using TDQM in a Start-Up Organization , 2002, ICIQ.

[35]  Martin J. Eppler,et al.  Measuring Information Quality in the Web Context: A Survey of State-of-the-Art Instruments and an Application Methodology , 2002, ICIQ.

[36]  Barbara Pernici,et al.  IP-UML: Towards a Methodology for Quality Improvement Based on the IP-MAP Framework , 2002, ICIQ.

[37]  Peter Mykytyn,et al.  Information Technology Investment and Firm Performance: A Perspective of Data Quality , 2002, ICIQ.

[38]  Timos K. Sellis,et al.  ARKTOS: towards the modeling, design, control and execution of ETL processes , 2001, Inf. Syst..

[39]  Craig W. Fisher,et al.  Criticality of data quality as exemplified in two disasters , 2001, Inf. Manag..

[40]  Paolo Merialdo,et al.  Web Site Evaluation: Methodology and Case Study , 2001, ER.

[41]  P. Mouncey.  Improving Data Warehouse and Business Information Quality , 2001 .

[42]  Bas H. P. J. Vermeer,et al.  How important is data quality for evaluating the impact of EDI on global supply chains? , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[43]  Matthias Jarke,et al.  Fundamentals of Data Warehouses , 2000, Springer Berlin Heidelberg.

[44]  InduShobha N. Chengalur-Smith,et al.  The Impact of Data Quality Information on Decision Making: An Exploratory Analysis , 1999, IEEE Trans. Knowl. Data Eng..

[45]  Dan Suciu,et al.  Data on the Web: From Relations to Semistructured Data and XML , 1999 .

[46]  Srinivasan Raghunathan,et al.  Impact of information quality and decision-maker quality on decision quality: a theoretical model and simulation analysis , 1999, Decis. Support Syst..

[47]  Jan Chomicki,et al.  Consistent query answers in inconsistent databases , 1999, PODS '99.

[48]  Diego Calvanese,et al.  Modeling and Querying Semi-Structured data , 1999, Netw. Inf. Syst. J..

[49]  Valter Crescenzi,et al.  The (Short) Araneus Guide to Web-Site Development , 1999, WebDB.

[50]  Matthias Jarke,et al.  Design and Analysis of Quality Information for Data Warehouses , 1998, ER.

[51]  Paolo Merialdo,et al.  The Araneus Web-based management system , 1998, SIGMOD '98.

[52]  Richard Y. Wang,et al.  Modeling Information Manufacturing Systems to Determine Information Product Quality Management Scien , 1998 .

[53]  Thomas Redman,et al.  The impact of poor data quality on the typical enterprise , 1998, CACM.

[54]  Richard Y. Wang,et al.  A product perspective on total data quality management , 1998, CACM.

[55]  Fabio Vitali,et al.  Web Information Systems - Introduction. , 1998 .

[56]  Matthias Jarke,et al.  Cooperative Information Systems: A Manifesto * , 1997 .

[57]  Richard Y. Wang,et al.  Anchoring data quality dimensions in ontological foundations , 1996, CACM.

[58]  Diane M. Strong,et al.  Beyond Accuracy: What Data Quality Means to Data Consumers , 1996, J. Manag. Inf. Syst..

[59]  David J. Corey,et al.  Data Quality Assurance Activities in the Military Health Services System , 1996, IQ.

[60]  Thomas Redman,et al.  Data quality for the information age , 1996 .

[61]  Tomás Isakowitz,et al.  RMM: a methodology for structured hypermedia design , 1995, CACM.

[62]  Varun Grover,et al.  Special Section: Toward a Theory of Business Process Change Management , 1995, J. Manag. Inf. Syst..

[63]  M. Hammer,et al.  REENGINEERING THE CORPORATION: A MANIFESTO FOR BUSINESS REVOLUTION , 1995 .

[64]  M. Hammer,et al.  Reengineering the Corporation , 1993 .

[65]  Valeria De Antonellis,et al.  Relational Database Theory , 1993 .

[66]  Michael Hammer,et al.  Reengineering Work: Don’t Automate, Obliterate , 1990 .

[67]  Donald P. Ballou,et al.  Modeling Data and Process Quality in Multi-Input, Multi-Output Information Systems , 1985 .

[68]  D. Holt,et al.  A Systematic Approach to Automatic Edit and Imputation , 1976 .