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Data and Information Quality (JDIQ)

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Journal of Data and Information Quality (JDIQ) - Challenge Papers and Research Papers, Volume 8 Issue 2, February 2017



Section: Challenge Papers

An Introduction to Dynamic Data Quality Challenges
Alan G. Labouseur, Carolyn C. Matheus
Article No.: 6
DOI: 10.1145/2998575

The Challenge of Test Data Quality in Data Processing
Christoph Becker, Kresimir Duretec, Andreas Rauber
Article No.: 7
DOI: 10.1145/3012004

Reproducibility Challenges in Information Retrieval Evaluation
Nicola Ferro
Article No.: 8
DOI: 10.1145/3020206


Section: Challenge Papers

From Content to Context: The Evolution and Growth of Data Quality Research
G. Shankaranarayanan, Roger Blake
Article No.: 9
DOI: 10.1145/2996198

Research in data and information quality has made significant strides over the last 20 years. It has become a unified body of knowledge incorporating techniques, methods, and applications from a variety of disciplines including information...

A Probabilistically Integrated System for Crowd-Assisted Text Labeling and Extraction
Sean Goldberg, Daisy Zhe Wang, Christan Grant
Article No.: 10
DOI: 10.1145/3012003

The amount of text data has been growing exponentially in recent years, giving rise to automatic information extraction methods that store text annotations in a database. The current state-of-the-art structured prediction methods, however, are...