{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T05:00:56Z","timestamp":1755838856868,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,7,5]],"date-time":"2019-07-05T00:00:00Z","timestamp":1562284800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,7,5]]},"DOI":"10.1145\/3328519.3329130","type":"proceedings-article","created":{"date-parts":[[2019,8,29]],"date-time":"2019-08-29T12:18:43Z","timestamp":1567081123000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Explaining Entity Resolution Predictions"],"prefix":"10.1145","author":[{"given":"Saravanan","family":"Thirumuruganathan","sequence":"first","affiliation":[{"name":"Qatar Computing Research Institute, HBKU, Qatar"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mourad","family":"Ouzzani","sequence":"additional","affiliation":[{"name":"Qatar Computing Research Institute, HBKU, Qatar"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nan","family":"Tang","sequence":"additional","affiliation":[{"name":"Qatar Computing Research Institute, HBKU, Qatar"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,7,5]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"AISTATS","author":"Carter B.","year":"2019","unstructured":"B. Carter, J. Mueller, S.Jain, and D. Gifford. What made you do this? understanding black-box decisions with sufficient input subsets. AISTATS, 2019."},{"key":"e_1_3_2_1_2_1","volume-title":"Slice finder: Automated data sclicing for model validation. arXiv preprint arXiv:1807.06068","author":"Chung Y.","year":"2018","unstructured":"Y. Chung, T. Kraska, N. Polyzotis, and S. E. Whang. Slice finder: Automated data sclicing for model validation. arXiv preprint arXiv:1807.06068, 2018."},{"key":"e_1_3_2_1_3_1","volume-title":"Towards a rigorous science of interpretable machine learning. arXiv preprint arXiv:1702.08608","author":"Doshi-Velez F.","year":"2017","unstructured":"F. Doshi-Velez and B. Kim. Towards a rigorous science of interpretable machine learning. arXiv preprint arXiv:1702.08608, 2017."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_4_1","DOI":"10.1109\/ICDE.2019.00224"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_5_1","DOI":"10.14778\/3236187.3269461"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_6_1","DOI":"10.1145\/2588555.2588576"},{"key":"e_1_3_2_1_7_1","volume-title":"Distilling the knowledge in a neural network. arXiv preprint arXiv:1503.02531","author":"Hinton G.","year":"2015","unstructured":"G. Hinton, O. Vinyals, and J. Dean. Distilling the knowledge in a neural network. arXiv preprint arXiv:1503.02531, 2015."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_8_1","DOI":"10.1145\/2939502.2939503"},{"key":"e_1_3_2_1_9_1","volume-title":"Interpretable machine learning: the fuss, the concrete and the questions. ICML Tutorial on interpretable machine learning","author":"Kim B.","year":"2017","unstructured":"B. Kim and F. Doshi-Velez. Interpretable machine learning: the fuss, the concrete and the questions. ICML Tutorial on interpretable machine learning, 2017."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_10_1","DOI":"10.1145\/3077257.3077271"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_11_1","DOI":"10.1145\/2939672.2939874"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_12_1","DOI":"10.5555\/1287369.1287435"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_13_1","DOI":"10.1214\/15-AOAS848"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_14_1","DOI":"10.1145\/3236386.3241340"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_15_1","DOI":"10.14778\/3137628.3137642"},{"key":"e_1_3_2_1_16_1","volume-title":"Christoph Molnar","author":"C. Molnar","year":"2018","unstructured":"C. Molnar et al. Interpretable machine learning: A guide for making black box models explainable. Christoph Molnar, Leanpub, 2018."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_17_1","DOI":"10.1145\/3183713.3196926"},{"key":"e_1_3_2_1_18_1","first-page":"354","volume-title":"EDBT","author":"Panahi F.","year":"2017","unstructured":"F. Panahi, W. Wu, A. Doan, and J. F. Naughton. Towards interactive debugging of rule-based entity matching. In EDBT, pages 354--365, 2017."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_19_1","DOI":"10.1145\/2939672.2939778"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_20_1","DOI":"10.1609\/aaai.v32i1.11491"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_21_1","DOI":"10.1145\/3077257.3077260"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_22_1","DOI":"10.1145\/3077257.3077263"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_23_1","DOI":"10.5555\/3305890.3306086"}],"event":{"sponsor":["SIGMOD ACM Special Interest Group on Management of Data"],"acronym":"SIGMOD\/PODS '19","name":"SIGMOD\/PODS '19: International Conference on Management of Data","location":"Amsterdam Netherlands"},"container-title":["Proceedings of the Workshop on Human-In-the-Loop Data Analytics"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3328519.3329130","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3328519.3329130","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:53:40Z","timestamp":1750204420000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3328519.3329130"}},"subtitle":["Where are we and What needs to be done?"],"short-title":[],"issued":{"date-parts":[[2019,7,5]]},"references-count":23,"alternative-id":["10.1145\/3328519.3329130","10.1145\/3328519"],"URL":"https:\/\/doi.org\/10.1145\/3328519.3329130","relation":{},"subject":[],"published":{"date-parts":[[2019,7,5]]},"assertion":[{"value":"2019-07-05","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}