Responsible data management
Open Access
- 20 May 2022
- journal article
- research article
- Published by Association for Computing Machinery (ACM) in Communications of the ACM
- Vol. 65 (6), 64-74
- https://doi.org/10.1145/3488717
Abstract
Perspectives on the role and responsibility of the data-management research community in designing, developing, using, and overseeing automated decision systems.Funding Information
- Ahold Delhaize
- National Science Foundation (1934464, 1934565, 1934405, 1926250, 1741022, 1740996, 1916505)
- Microsoft
This publication has 14 references indexed in Scilit:
- Transparency, Fairness, Data Protection, NeutralityJournal of Data and Information Quality, 2019
- Assessing and Remedying Coverage for a Given DatasetPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2019
- Model Cards for Model ReportingPublished by Association for Computing Machinery (ACM) ,2019
- A Survey of Methods for Explaining Black Box ModelsACM Computing Surveys, 2018
- Bias on the webCommunications of the ACM, 2018
- A survey on provenance: What for? What form? What from?The VLDB Journal, 2017
- Survey Research and the Quality of Survey Data Among Ethnic MinoritiesPublished by Wiley ,2017
- Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning SystemsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2016
- Big data and its technical challengesCommunications of the ACM, 2014
- Bias in computer systemsACM Transactions on Information Systems, 1996