{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T00:03:46Z","timestamp":1756771426961,"version":"3.44.0"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/iisa.2019.8900715","type":"proceedings-article","created":{"date-parts":[[2019,11,25]],"date-time":"2019-11-25T18:47:21Z","timestamp":1574707641000},"page":"1-9","source":"Crossref","is-referenced-by-count":0,"title":["A tool supported framework for the assessment of algorithmic accountability"],"prefix":"10.1109","author":[{"given":"Eleni","family":"Tagiou","sequence":"first","affiliation":[{"name":"University of Patras,Patras,Greece,P. O. Box 26441"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yiannis","family":"Kanellopoulos","sequence":"additional","affiliation":[{"name":"Code4Thought,Patras,Greece,P.O. Box 26441"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christos","family":"Aridas","sequence":"additional","affiliation":[{"name":"Code4Thought,Patras,Greece,P.O. Box 26441"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christos","family":"Makris","sequence":"additional","affiliation":[{"name":"University of Patras,Patras,Greece,P. O. Box 26441"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/21670811.2014.976411"},{"key":"ref11","article-title":"How to hold algorithms accountable","author":"diakopoulos","year":"2016","journal-title":"Commun ACM"},{"key":"ref12","article-title":"Principles for accountable algorithms and a social impact statement for algorithms","author":"diakopoulos","year":"2017","journal-title":"Digital Journalism"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3278721.3278729"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2090236.2090255"},{"key":"ref15","article-title":"A review of clustering techniques and developments","author":"s","year":"2017","journal-title":"Neurocomputing"},{"journal-title":"Principles for accountable algorithms and a social impact statement for algorithms","year":"2017","key":"ref16"},{"key":"ref17","article-title":"The case for temporal transparency: Detecting policy change events in black-box decision making systems","author":"ferreira","year":"2016","journal-title":"FATML"},{"year":"0","key":"ref18"},{"journal-title":"Toward nonintuition-based machine ethics","year":"2018","author":"hooker","key":"ref19"},{"key":"ref28","article-title":"From parity to preference-based notions of fairness in classification","author":"zafar","year":"2017","journal-title":"FATML"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/11022.001.0001"},{"key":"ref27","article-title":"Fairness constraints: A mechanism for fair classification","author":"zafar","year":"2015","journal-title":"2nd Workshop on Fairness Accountability and Transparency in Machine Learning"},{"key":"ref3","article-title":"Big data’s disparate impact","author":"barocas","year":"2015","journal-title":"SSRN eLibrary"},{"key":"ref6","article-title":"Fair clustering through fairlets","author":"chierichetti","year":"2017","journal-title":"Rome FATML Workshop version"},{"key":"ref5","article-title":"How to be fair and diverse?","author":"celis","year":"2016","journal-title":"FATML"},{"key":"ref8","first-page":"10","article-title":"Algorithmic decision making and the cost of fairness","author":"davies","year":"2017","journal-title":"Proceedings of KDD ’11"},{"key":"ref7","article-title":"Beyond automation","author":"davenport","year":"2015","journal-title":"Harvard Business Review"},{"key":"ref2","article-title":"Hybrid local boosting utilizing unlabeled data in classification tasks","author":"aridas","year":"2017","journal-title":"Evolving Systems"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2844110"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2801948.2802011"},{"key":"ref20","article-title":"Semantics derived automatically from language corpora necessarily contain human biases","author":"islam","year":"2016","journal-title":"CoRR abs\/1608 07187"},{"key":"ref22","first-page":"71","article-title":"Association rules mining: A recent overview","volume":"32","author":"kotsiantis","year":"2006","journal-title":"GESTS International Transactions on Computer Science and Engineering"},{"key":"ref21","first-page":"4","author":"kanellopoulos","year":"2018","journal-title":"A model for evaluating algorithmic systems accountability"},{"key":"ref24","article-title":"Non-discriminatory machine learning through convex fairness criteria","author":"naman","year":"2018","journal-title":"Artificial Intelligence Laboratory"},{"key":"ref23","article-title":"Supervised machine learning: A review of classification techniques","author":"kotsiantis","year":"2007","journal-title":"Informatica"},{"journal-title":"How to have algorithmic accountability in ict4d – your weekend long reads","year":"2017","author":"vosloo","key":"ref26"},{"journal-title":"A speculative post on the idea of algorithmic authorityn","year":"2009","author":"shirky","key":"ref25"}],"event":{"name":"2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)","start":{"date-parts":[[2019,7,15]]},"location":"Patras, Greece","end":{"date-parts":[[2019,7,17]]}},"container-title":["2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8893976\/8900660\/08900715.pdf?arnumber=8900715","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T19:19:14Z","timestamp":1756754354000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8900715\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/iisa.2019.8900715","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}