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Replacing Mechanical Turkers? Challenges in the Evaluation of Models with Semantic Properties
Fred Morstatter, Huan Liu
Article No.: 15
The Challenge and Promise of Software Citation for Credit, Identification, Discovery, and Reuse
Kyle E. Niemeyer, Arfon M. Smith, Daniel S. Katz
Article No.: 16
Section: Challenge Papers
Medical and health data are often collected for studying a specific disease. For such same-disease microdata, a privacy disclosure occurs as long as an individual is known to be in the microdata. Individuals in same-disease microdata are thus...
Ontology-Based Data Quality Management for Data Streams
Sandra Geisler, Christoph Quix, Sven Weber, Matthias Jarke
Article No.: 18
Data Stream Management Systems (DSMS) provide real-time data processing in an effective way, but there is always a tradeoff between data quality (DQ) and performance. We propose an ontology-based data quality framework for relational DSMS that...