Abstract
We report on the First Workshop on Human-in-the-loop Data Curation (HIL-DC), which was co-located with the ACM International Conference on Information and Knowledge Management (CIKM) 2022. Data curation, which may include annotation, cleaning, transformation, integration, etc., is a critical step to provide adequate assurances on the quality of analytics and machine learning results. Current approaches include manual, automated, and hybrid human-machine methods to data curation. However, this topic remains relatively unstudied, so our main aim for organizing this workshop was to bring together a group of people from both industry and academia with an interest in the topic, in order to arrive at a shared roadmap for the future. Through a program that included two keynotes, seven peer-reviewed papers, and six lightening talks, we have made initial steps towards a common understanding and shared research agenda for this timely and important topic.
Date: 21 October, 2022.
Website: https://hilworkshops.github.io/hil-dc2022/.
- Shazia Sadiq, Amir Aryani, Gianluca Demartini, Wen Hua, Marta Indulska, Andrew Burton-Jones, Hassan Khosravi, Diana Benavides-Prado, Timos Sellis, Ida Someh, et al. Information resilience: the nexus of responsible and agile approaches to information use. The VLDB Journal, pages 1--26, 2022.Google Scholar
Recommendations
CIKM 2022 Conference Report
The 31st ACM International Conference on Information and Knowledge Management (CIKM 2022) was held in a hybrid format from the 17th to the 21st of October 2022. The physical venue of the conference was Westin Peachtree Plaza hotel in Atlanta Downtown. ...
ACM WSDM 2022 report
The 15th ACM International Conference on Web Search and Data Mining (WSDM 2022) was successfully held on 2/21 - 2/25/2022 online. It was originally planned to be held in Tempe, Arizona and changed to a virtual format due to the surge of Omicron. It was ...
Students Report on ACM MMSys 2022
The 13th ACM Multimedia Systems Conference (and associated workshops: MMVE 2022, NOSSDAV 2022, GameSys 2022) happened from 14th -- 17th June 2022 in Athlone, Ireland. The MMSys conference is an essential forum for researchers in multimedia systems to ...
Comments