10 citations · 35 across the 25 of their papers we have counts for
5 papers · 1 filter
FlexER: Flexible Entity Resolution for Multiple Intents
Bar Genossar, Roee Shraga, Avigdor Gal
Entity resolution, a longstanding problem of data cleaning and integration, aims at identifying data records that represent the same real-world entity. Existing approaches treat en…
SANTOS: Relationship-based Semantic Table Union Search
Aamod Khatiwada, Grace Fan, Roee Shraga +4
Existing techniques for unionable table search define unionability using metadata (tables must have the same or similar schemas) or column-based metrics (for example, the values in…
HumanAL: Calibrating Human Matching Beyond a Single Task
Roee Shraga
This work offers a novel view on the use of human input as labels, acknowledging that humans may err. We build a behavioral profile for human annotators which is used as a feature…
Human's Role in-the-Loop
Avigdor Gal, Roee Shraga
Data integration has been recently challenged by the need to handle large volumes of data, arriving at high velocity from a variety of sources, which demonstrate varying levels of…
From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry (Technical Report)
Roee Shraga, Gil Katz, Yael Badian +2
Industry 4.0 offers opportunities to combine multiple sensor data sources using IoT technologies for better utilization of raw material in production lines. A common belief that da…