Human-in-the-loop

HumanAL: calibrating human matching beyond a single task

R. Shraga

HILDA@SIGMOD 2022

PoWareMatch: a Quality-aware Deep Learning Approach to Improve Human Schema Matching

R. Shraga, A. Gal

ACM Journal of Data and Information Quality, Special Issue on Deep Learning for Data Quality (to appear), 2021

Learning to Characterize Matching Experts

R. Shraga, O. Amir, A. Gal:

ICDE, 2021 

InCognitoMatch: Cognitive-aware Matching via Crowdsourcing (Demo)

R. Shraga, C. Scharf, R. Ackerman, A. Gal

SIGMOD, 2020

A Cognitive Model of Human Bias in Matching 

R. Ackerman, A. Gal, T. Sagi, R. Shraga (equal contribution)

PRICAI, 2019

What Type of a Matcher Are You? Coordination of Human and Algorithmic Matchers 

R. Shraga, A. Gal, H. Roitman 

HILDA@SIGMOD, 2018