{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,3]],"date-time":"2026-08-03T21:44:38Z","timestamp":1785793478420,"version":"3.56.0"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,8,13]],"date-time":"2017-08-13T00:00:00Z","timestamp":1502582400000},"content-version":"vor","delay-in-days":365,"URL":"http:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100006502","name":"Defense Sciences Office, DARPA","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006502","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2016,8,13]]},"DOI":"10.1145\/2939672.2939778","type":"proceedings-article","created":{"date-parts":[[2016,8,8]],"date-time":"2016-08-08T14:33:46Z","timestamp":1470666826000},"page":"1135-1144","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":12989,"title":["\"Why Should I Trust You?\""],"prefix":"10.1145","author":[{"given":"Marco Tulio","family":"Ribeiro","sequence":"first","affiliation":[{"name":"University of Washington, Seattle, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sameer","family":"Singh","sequence":"additional","affiliation":[{"name":"University of Washington, Seattle, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carlos","family":"Guestrin","sequence":"additional","affiliation":[{"name":"University of Washington, Seattle, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2016,8,13]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702509"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/1756006.1859912"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10599-4_24"},{"key":"e_1_3_2_2_4_1","volume-title":"Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification","author":"Blitzer J.","year":"2007","unstructured":"J. Blitzer, M. Dredze, and F. Pereira. Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification. In Association for Computational Linguistics (ACL), 2007."},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/1462129"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788613"},{"key":"e_1_3_2_2_7_1","first-page":"24","volume-title":"Extracting tree-structured representations of trained networks. Neural information processing systems (NIPS)","author":"Craven M. W.","year":"1996","unstructured":"M. W. Craven and J. W. Shavlik. Extracting tree-structured representations of trained networks. Neural information processing systems (NIPS), pages 24--30, 1996."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1071-5819(03)00038-7"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1214\/009053604000000067"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/285055.285059"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2013.59"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/358916.358995"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298932"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020496"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139177801.004"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2678025.2701399"},{"key":"e_1_3_2_2_17_1","author":"Letham B.","year":"2015","unstructured":"B. Letham, C. Rudin, T. H. McCormick, and D. Madigan. Interpretable classifiers using rules and bayesian analysis: Building a better stroke prediction model. Annals of Applied Statistics, 2015.","journal-title":"Annals of Applied Statistics"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.25300\/MISQ\/2014\/38.1.04"},{"key":"e_1_3_2_2_19_1","volume-title":"Neural Information Processing Systems (NIPS).","author":"Mikolov T.","year":"2013","unstructured":"T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, and J. Dean. Distributed representations of words and phrases and their compositionality. In Neural Information Processing Systems (NIPS). 2013."},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357160"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1866029.1866038"},{"key":"e_1_3_2_2_22_1","volume-title":"AAAI Spring Syposium on Knowledge Representation and Reasoning (KRR): Integrating Symbolic and Neural Approaches","author":"Sanchez I.","year":"2015","unstructured":"I. Sanchez, T. Rocktaschel, S. Riedel, and S. Singh. Towards extracting faithful and descriptive representations of latent variable models. In AAAI Spring Syposium on Knowledge Representation and Reasoning (KRR): Integrating Symbolic and Neural Approaches, 2015."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.5555\/2969442.2969519"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.5555\/1756006.1756007"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-015-5528-6"},{"key":"e_1_3_2_2_27_1","volume-title":"Artificial Intelligence and Statistics (AISTATS)","author":"Wang F.","year":"2015","unstructured":"F. Wang and C. Rudin. Falling rule lists. In Artificial Intelligence and Statistics (AISTATS), 2015."},{"key":"e_1_3_2_2_28_1","volume-title":"Show, attend and tell: Neural image caption generation with visual attention. In phInternational Conference on Machine Learning (ICML)","author":"Xu K.","year":"2015","unstructured":"K. Xu, J. Ba, R. Kiros, K. Cho, A. Courville, R. Salakhutdinov, R. Zemel, and Y. Bengio. Show, attend and tell: Neural image caption generation with visual attention. In phInternational Conference on Machine Learning (ICML), 2015."},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.456"}],"event":{"name":"KDD '16: The 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"San Francisco California USA","acronym":"KDD '16","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2939672.2939778","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2939672.2939778","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2939672.2939778","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T09:38:33Z","timestamp":1763458713000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2939672.2939778"}},"subtitle":["Explaining the Predictions of Any Classifier"],"short-title":[],"issued":{"date-parts":[[2016,8,13]]},"references-count":29,"alternative-id":["10.1145\/2939672.2939778","10.1145\/2939672"],"URL":"https:\/\/doi.org\/10.1145\/2939672.2939778","relation":{},"subject":[],"published":{"date-parts":[[2016,8,13]]},"assertion":[{"value":"2016-08-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}