3 papers
cs.DB2021
PoWareMatch: a Quality-aware Deep Learning Approach to Improve Human Schema Matching
Roee Shraga, Avigdor Gal
Schema matching is a core task of any data integration process. Being investigated in the fields of databases, AI, Semantic Web and data mining for many years, the main challenge r…
cs.CY2021
OSOUM Framework for Trading Data Research
Gregory Goren, Roee Shraga, Alexander Tuisov
In the last decades, data have become a cornerstone component in many business decisions, and copious resources are being poured into production and acquisition of the high-quality…
cs.DB2020
Learning to Characterize Matching Experts
Roee Shraga, Ofra Amir, Avigdor Gal
Matching is a task at the heart of any data integration process, aimed at identifying correspondences among data elements. Matching problems were traditionally solved in a semi-aut…