MJ Franklin, D Kossmann, T Kraska… - Proceedings of the …, 2011 - dl.acm.org
Some queries cannot be answered by machines only. Processing such queries requires human input for providing information that is missing from the database, for performing …
B Saha, D Srivastava - 2014 IEEE 30th international conference …, 2014 - ieeexplore.ieee.org
In our Big Data era, data is being generated, collected and analyzed at an unprecedented scale, and data-driven decision making is sweeping through all aspects of society. Recent …
Data quality is one of the most important problems in data management. A database system typically aims to support the creation, maintenance, and use of large amount of data …
Y Gong, H Kang, X Wu, L Hua - Applied clinical informatics, 2017 - thieme-connect.com
Objectives: Electronic patient safety event reporting (e-reporting) is an effective mechanism to learn from errors and enhance patient safety. Unfortunately, the value of e-reporting …
In this paper we present GDR, a Guided Data Repair framework that incorporates user feedback in the cleaning process to enhance and accelerate existing automatic repair …
In the social sciences, there is a longstanding tension between data collection methods that facilitate quantification and those that are open to unanticipated information. Advances in …
A variety of integrity constraints have been studied for data cleaning. While these constraints can detect the presence of errors, they fall short of guiding us to correct the errors. Indeed …
Edinburgh Research Explorer Page 1 Edinburgh Research Explorer Towards Certain Fixes with Editing Rules and Master Data Citation for published version: Fan, W, Li, J, Ma, S, Tang …
Abstract Information and communications technologies have enabled healthcare institutions to accumulate large amounts of healthcare data that include diagnoses, medications, and …