{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T00:02:34Z","timestamp":1768003354167,"version":"3.49.0"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"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":[[2019,10]]},"DOI":"10.1109\/visual.2019.8933695","type":"proceedings-article","created":{"date-parts":[[2019,12,20]],"date-time":"2019-12-20T00:57:48Z","timestamp":1576803468000},"page":"151-155","source":"Crossref","is-referenced-by-count":30,"title":["TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning"],"prefix":"10.1109","author":[{"given":"Fred","family":"Hohman","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arjun","family":"Srinivasan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Steven M.","family":"Drucker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2009.03.004"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2865145"},{"key":"ref33","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v32i1.11491","article-title":"Anchors: High-precision model-agnostic explanations","author":"ribeiro","year":"2018","journal-title":"Thirty-Second AAAI Conference on Artificial Intelligence"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598828"},{"key":"ref30","year":"2016","journal-title":"General Data Protection Regulation"},{"key":"ref37","article-title":"Going beyond visualization: Verbalization as complementary medium to explain machine learning models","author":"sevastjanova","year":"2018","journal-title":"Workshop on Visualization for AI Explainability at IEEE VIS"},{"key":"ref36","author":"serv\u00e9n","year":"2018","journal-title":"pygam generalized additive models in python"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.01.105"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0048-x"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.14778\/3137765.3137813"},{"key":"ref40","article-title":"Intelligible artificial intelligence","author":"weld","year":"2018","journal-title":"arXiv preprint arXiv 1803 04263"},{"key":"ref11","article-title":"Towards a rigorous science of interpretable machine learning","author":"doshi-velez","year":"2017","journal-title":"arXiv preprint arXiv 1702 08608"},{"key":"ref12","article-title":"Tourdino: A support view for confirming patterns in tabular data","author":"eckelt","year":"2019","journal-title":"EuroVis Workshop on Visual Analytics"},{"key":"ref13","article-title":"Explaining explanations: an approach to evaluating interpretability of machine learning","author":"gilpin","year":"2018","journal-title":"arXiv preprint arXiv 1806 00069"},{"key":"ref14","article-title":"Explainable artificial intelligence (xai)","author":"gunning","year":"2017","journal-title":"Defense Advanced Research Projects Agency (DARPA)"},{"key":"ref15","author":"hastie","year":"1990","journal-title":"Generalized Additive Models"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300809"},{"key":"ref17","article-title":"Visual analytics in deep learning: an interrogative survey for the next frontiers","author":"hohman","year":"2018","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2307\/622709"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557241"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2017.10.011"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702509"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13210"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174156"},{"key":"ref6","article-title":"Machine bias","author":"angwin","year":"2016","journal-title":"ProPublica"},{"key":"ref29","author":"pair","year":"2018","journal-title":"What-If Tool"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300233"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1126\/science.aal4230"},{"key":"ref7","first-page":"77","article-title":"Gender shades: intersectional accuracy disparities in commercial gender classification","author":"buolamwini","year":"2018","journal-title":"Conference on Fairness Accountability and Transparency"},{"key":"ref2","article-title":"People + ai guidebook: Designing human-centered ai products","year":"2019","journal-title":"Google People + AI Research (PAIR)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788613"},{"key":"ref1","year":"2019","journal-title":"Microsoft"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858529"},{"key":"ref22","first-page":"91","article-title":"Exploring interactive linking between text and visualization","author":"latif","year":"2018","journal-title":"Proceedings of the Eurographics\/IEEE VGTC Conference on Visualization Short Papers"},{"key":"ref21","article-title":"Visjockey: Enriching data stories through orchestrated interactive visualization","volume":"3","author":"kwon","year":"2014","journal-title":"Poster Compendium of the Computation+ Journalism Symposium"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339556"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1201\/9781420010404"},{"key":"ref23","article-title":"The mythos of model interpretability","author":"lipton","year":"2016","journal-title":"ICML Workshop on Human Interpretability in Machine Learning"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-016-6028-y"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487579"}],"event":{"name":"2019 IEEE Visualization Conference (VIS)","location":"Vancouver, BC, Canada","start":{"date-parts":[[2019,10,20]]},"end":{"date-parts":[[2019,10,25]]}},"container-title":["2019 IEEE Visualization Conference (VIS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8932527\/8933536\/08933695.pdf?arnumber=8933695","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,9]],"date-time":"2022-10-09T01:36:40Z","timestamp":1665279400000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8933695\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/visual.2019.8933695","relation":{},"subject":[],"published":{"date-parts":[[2019,10]]}}}