{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T22:17:30Z","timestamp":1792016250812,"version":"4.4.0"},"publisher-location":"New York, NY, USA","reference-count":60,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,4,14]],"date-time":"2021-04-14T00:00:00Z","timestamp":1618358400000},"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":[[2021,4,14]]},"DOI":"10.1145\/3397481.3450644","type":"proceedings-article","created":{"date-parts":[[2021,4,14]],"date-time":"2021-04-14T02:07:18Z","timestamp":1618366038000},"page":"307-317","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":128,"title":["I Think I Get Your Point, AI! The Illusion of Explanatory Depth in Explainable AI"],"prefix":"10.1145","author":[{"given":"Michael","family":"Chromik","sequence":"first","affiliation":[{"name":"LMU Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Malin","family":"Eiband","sequence":"additional","affiliation":[{"name":"LMU Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Felicitas","family":"Buchner","sequence":"additional","affiliation":[{"name":"LMU Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adrian","family":"Kr\u00fcger","sequence":"additional","affiliation":[{"name":"LMU Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andreas","family":"Butz","sequence":"additional","affiliation":[{"name":"LMU Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2021,4,14]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174156"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2870052"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377325.3377519"},{"key":"e_1_3_2_1_4_1","volume-title":"Missing the trees for the forest: a construal level account of the illusion of explanatory depth.Journal of personality and social psychology 99 3","author":"Alter L.","year":"2010","unstructured":"Adam\u00a0 L. Alter , Daniel\u00a0 M. Oppenheimer , and Jeffrey\u00a0 C. Zemla . 2010. Missing the trees for the forest: a construal level account of the illusion of explanatory depth.Journal of personality and social psychology 99 3 ( 2010 ), 436\u201351. Adam\u00a0L. Alter, Daniel\u00a0M. Oppenheimer, and Jeffrey\u00a0C. Zemla. 2010. Missing the trees for the forest: a construal level account of the illusion of explanatory depth.Journal of personality and social psychology 99 3 (2010), 436\u201351."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3351095.3375624"},{"key":"e_1_3_2_1_6_1","volume-title":"Percentage\u2019: Perceptions of Justice in Algorithmic Decisions. ArXiv abs\/1801.10408(2018).","author":"Binns Reuben","year":"2018","unstructured":"Reuben Binns , M.\u00a0 V. Kleek , M. Veale , Ulrik Lyngs , Jun Zhao , and N. Shadbolt . 2018 . \u2019It\u2019s Reducing a Human Being to a Percentage\u2019: Perceptions of Justice in Algorithmic Decisions. ArXiv abs\/1801.10408(2018). Reuben Binns, M.\u00a0V. Kleek, M. Veale, Ulrik Lyngs, Jun Zhao, and N. Shadbolt. 2018. \u2019It\u2019s Reducing a Human Being to a Percentage\u2019: Perceptions of Justice in Algorithmic Decisions. ArXiv abs\/1801.10408(2018)."},{"key":"e_1_3_2_1_7_1","volume-title":"IJCAI-17 workshop on explainable AI (XAI), Vol.\u00a08. 1.","author":"Biran Or","year":"2017","unstructured":"Or Biran and Courtenay Cotton . 2017 . Explanation and justification in machine learning: A survey . In IJCAI-17 workshop on explainable AI (XAI), Vol.\u00a08. 1. Or Biran and Courtenay Cotton. 2017. Explanation and justification in machine learning: A survey. In IJCAI-17 workshop on explainable AI (XAI), Vol.\u00a08. 1."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377325.3377498"},{"key":"e_1_3_2_1_9_1","volume-title":"The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems. 2015 International Conference on Healthcare Informatics","author":"Bussone Adrian","year":"2015","unstructured":"Adrian Bussone , S. Stumpf , and D. O\u2019Sullivan . 2015 . The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems. 2015 International Conference on Healthcare Informatics ( 2015 ), 160\u2013169. Adrian Bussone, S. Stumpf, and D. O\u2019Sullivan. 2015. The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems. 2015 International Conference on Healthcare Informatics (2015), 160\u2013169."},{"key":"e_1_3_2_1_10_1","first-page":"1","volume":"3","author":"Cai J.","year":"2019","unstructured":"C.\u00a0 J. Cai , S. Winter , David Steiner , Lauren Wilcox , and Michael Terry . 2019 . \u201dHello AI\u201d: Uncovering the Onboarding Needs of Medical Practitioners for Human-AI Collaborative Decision-Making. Proceedings of the ACM on Human-Computer Interaction 3 (2019), 1 \u2013 24 . C.\u00a0J. Cai, S. Winter, David Steiner, Lauren Wilcox, and Michael Terry. 2019. \u201dHello AI\u201d: Uncovering the Onboarding Needs of Medical Practitioners for Human-AI Collaborative Decision-Making. Proceedings of the ACM on Human-Computer Interaction 3 (2019), 1 \u2013 24.","journal-title":"Uncovering the Onboarding Needs of Medical Practitioners for Human-AI Collaborative Decision-Making. Proceedings of the ACM on Human-Computer Interaction"},{"key":"e_1_3_2_1_11_1","volume-title":"The Search for Simplicity: A Fundamental Cognitive Principle?Quarterly Journal of Experimental Psychology 52","author":"Chater N.","year":"1999","unstructured":"N. Chater . 1999. The Search for Simplicity: A Fundamental Cognitive Principle?Quarterly Journal of Experimental Psychology 52 ( 1999 ), 273 \u2013 302. N. Chater. 1999. The Search for Simplicity: A Fundamental Cognitive Principle?Quarterly Journal of Experimental Psychology 52 (1999), 273 \u2013 302."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300789"},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of 18th European Conference on Computer-Supported Cooperative Work. European Society for Socially Embedded Technologies (EUSSET).","author":"Chromik Michael","year":"2020","unstructured":"Michael Chromik . 2020 . reSHAPe: A Framework for Interactive Explanations in XAI Based on SHAP . In Proceedings of 18th European Conference on Computer-Supported Cooperative Work. European Society for Socially Embedded Technologies (EUSSET). Michael Chromik. 2020. reSHAPe: A Framework for Interactive Explanations in XAI Based on SHAP. In Proceedings of 18th European Conference on Computer-Supported Cooperative Work. European Society for Socially Embedded Technologies (EUSSET)."},{"key":"e_1_3_2_1_14_1","unstructured":"Dennis Collaris Leo\u00a0M. Vink and Jarke\u00a0J. van Wijk. 2018. Instance-Level Explanations for Fraud Detection: A Case Study. ArXiv abs\/1806.07129(2018).  Dennis Collaris Leo\u00a0M. Vink and Jarke\u00a0J. van Wijk. 2018. Instance-Level Explanations for Fraud Detection: A Case Study. ArXiv abs\/1806.07129(2018)."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377325.3377512"},{"key":"e_1_3_2_1_16_1","unstructured":"Finale Doshi-Velez and Been Kim. 2017. Towards A Rigorous Science of Interpretability. CoRR abs\/1702.08608(2017). arxiv:1702.08608http:\/\/arxiv.org\/abs\/1702.08608  Finale Doshi-Velez and Been Kim. 2017. Towards A Rigorous Science of Interpretability. CoRR abs\/1702.08608(2017). arxiv:1702.08608http:\/\/arxiv.org\/abs\/1702.08608"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302316"},{"key":"e_1_3_2_1_18_1","unstructured":"Robert Geirhos Jorn-Henrik Jacobsen Claudio Michaelis R. Zemel W. Brendel M. Bethge and F. Wichmann. 2020. Shortcut Learning in Deep Neural Networks. ArXiv abs\/2004.07780(2020).  Robert Geirhos Jorn-Henrik Jacobsen Claudio Michaelis R. Zemel W. Brendel M. Bethge and F. Wichmann. 2020. Shortcut Learning in Deep Neural Networks. ArXiv abs\/2004.07780(2020)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9236(00)00074-9"},{"key":"e_1_3_2_1_20_1","unstructured":"Alicja Gosiewska and Przemyslaw Biecek. 2020. Do Not Trust Additive Explanations. arxiv:1903.11420\u00a0[cs.LG]  Alicja Gosiewska and Przemyslaw Biecek. 2020. Do Not Trust Additive Explanations. arxiv:1903.11420\u00a0[cs.LG]"},{"key":"e_1_3_2_1_21_1","first-page":"5","article-title":"A survey of methods for explaining black box models","volume":"51","author":"Guidotti Riccardo","year":"2018","unstructured":"Riccardo Guidotti , Anna Monreale , Salvatore Ruggieri , Franco Turini , Fosca Giannotti , and Dino Pedreschi . 2018 . A survey of methods for explaining black box models . Comput. Surveys 51 , 5 (aug 2018). https:\/\/doi.org\/10.1145\/3236009 10.1145\/3236009 Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini, Fosca Giannotti, and Dino Pedreschi. 2018. A survey of methods for explaining black box models. Comput. Surveys 51, 5 (aug 2018). https:\/\/doi.org\/10.1145\/3236009","journal-title":"Comput. Surveys"},{"key":"e_1_3_2_1_22_1","unstructured":"Robert\u00a0R. Hoffman Shane\u00a0T. Mueller Gary Klein and Jordan Litman. 2018. Metrics for Explainable AI: Challenges and Prospects. CoRR abs\/1812.04608(2018). arxiv:1812.04608http:\/\/arxiv.org\/abs\/1812.04608  Robert\u00a0R. Hoffman Shane\u00a0T. Mueller Gary Klein and Jordan Litman. 2018. Metrics for Explainable AI: Challenges and Prospects. CoRR abs\/1812.04608(2018). arxiv:1812.04608http:\/\/arxiv.org\/abs\/1812.04608"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2012.03.009"},{"key":"e_1_3_2_1_24_1","unstructured":"D. Kahneman. 2011. Thinking Fast and Slow.  D. Kahneman. 2011. Thinking Fast and Slow."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376219"},{"key":"e_1_3_2_1_26_1","volume-title":"The Effect of Message Framing and Timing on the Acceptance of Artificial Intelligence\u2019s Suggestion. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems","author":"Kim Tae-Nyun","year":"2020","unstructured":"Tae-Nyun Kim and Hayeon Song . 2020 . The Effect of Message Framing and Timing on the Acceptance of Artificial Intelligence\u2019s Suggestion. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems (2020). Tae-Nyun Kim and Hayeon Song. 2020. The Effect of Message Framing and Timing on the Acceptance of Artificial Intelligence\u2019s Suggestion. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems (2020)."},{"key":"e_1_3_2_1_27_1","first-page":"54","article-title":"Research Paper: Can Cognitive Biases during Consumer Health Information Searches Be Reduced to Improve Decision Making?Journal of the American Medical Informatics Association","volume":"16","author":"Lau A.","year":"2009","unstructured":"A. Lau and E. Coiera . 2009 . Research Paper: Can Cognitive Biases during Consumer Health Information Searches Be Reduced to Improve Decision Making?Journal of the American Medical Informatics Association : JAMIA 16 1 (2009), 54 \u2013 65 . A. Lau and E. Coiera. 2009. Research Paper: Can Cognitive Biases during Consumer Health Information Searches Be Reduced to Improve Decision Making?Journal of the American Medical Informatics Association : JAMIA 16 1 (2009), 54\u201365.","journal-title":"JAMIA"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.3758\/BF03195929"},{"key":"e_1_3_2_1_29_1","volume-title":"Article 30 (June","author":"Lipton C.","year":"2018","unstructured":"Zachary\u00a0 C. Lipton . 2018. The Mythos of Model Interpretability. Queue 16, 3 , Article 30 (June 2018 ), 27\u00a0pages. https:\/\/doi.org\/10.1145\/3236386.3241340 10.1145\/3236386.3241340 Zachary\u00a0C. Lipton. 2018. The Mythos of Model Interpretability. Queue 16, 3, Article 30 (June 2018), 27\u00a0pages. https:\/\/doi.org\/10.1145\/3236386.3241340"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0138-9"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1518\/001872006779166334"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2018.07.007"},{"key":"e_1_3_2_1_33_1","volume-title":"Knowing the limits of one\u2019s understanding: the development of an awareness of an illusion of explanatory depth.Journal of experimental child psychology 87 1","author":"Mills M.","year":"2004","unstructured":"Candice\u00a0 M. Mills and Frank\u00a0 C. Keil . 2004. Knowing the limits of one\u2019s understanding: the development of an awareness of an illusion of explanatory depth.Journal of experimental child psychology 87 1 ( 2004 ), 1\u201332. Candice\u00a0M. Mills and Frank\u00a0C. Keil. 2004. Knowing the limits of one\u2019s understanding: the development of an awareness of an illusion of explanatory depth.Journal of experimental child psychology 87 1 (2004), 1\u201332."},{"key":"e_1_3_2_1_34_1","unstructured":"Sina Mohseni Niloofar Zarei and Eric\u00a0D. Ragan. 2018. A Survey of Evaluation Methods and Measures for Interpretable Machine Learning. CoRR abs\/1811.11839(2018). arxiv:1811.11839http:\/\/arxiv.org\/abs\/1811.11839  Sina Mohseni Niloofar Zarei and Eric\u00a0D. Ragan. 2018. A Survey of Evaluation Methods and Measures for Interpretable Machine Learning. CoRR abs\/1811.11839(2018). arxiv:1811.11839http:\/\/arxiv.org\/abs\/1811.11839"},{"key":"e_1_3_2_1_35_1","volume-title":"Explanation in Human-AI Systems: A Literature Meta-Review","author":"Mueller T.","year":"1902","unstructured":"Shane\u00a0 T. Mueller , Robert\u00a0 R. Hoffman , William\u00a0 J. Clancey , Abigail Emrey , and Gary Klein . 2019. Explanation in Human-AI Systems: A Literature Meta-Review , Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI. CoRR abs\/ 1902 .01876(2019). arxiv:1902.01876http:\/\/arxiv.org\/abs\/1902.01876 Shane\u00a0T. Mueller, Robert\u00a0R. Hoffman, William\u00a0J. Clancey, Abigail Emrey, and Gary Klein. 2019. Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI. CoRR abs\/1902.01876(2019). arxiv:1902.01876http:\/\/arxiv.org\/abs\/1902.01876"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1900654116"},{"key":"e_1_3_2_1_37_1","volume-title":"The role of theories in conceptual coherence.Psychological review 92 3","author":"Murphy L.","year":"1985","unstructured":"Gregory\u00a0 L. Murphy and Douglas\u00a0 L. Medin . 1985. The role of theories in conceptual coherence.Psychological review 92 3 ( 1985 ), 289\u2013316. Gregory\u00a0L. Murphy and Douglas\u00a0L. Medin. 1985. The role of theories in conceptual coherence.Psychological review 92 3 (1985), 289\u2013316."},{"key":"e_1_3_2_1_38_1","unstructured":"Menaka Narayanan Emily Chen Jeffrey He Been Kim Sam Gershman and Finale Doshi-Velez. 2018. How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation. CoRR abs\/1802.00682(2018). arxiv:1802.00682http:\/\/arxiv.org\/abs\/1802.00682  Menaka Narayanan Emily Chen Jeffrey He Been Kim Sam Gershman and Finale Doshi-Velez. 2018. How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation. CoRR abs\/1802.00682(2018). arxiv:1802.00682http:\/\/arxiv.org\/abs\/1802.00682"},{"key":"e_1_3_2_1_39_1","unstructured":"Don Norman. 2013. The design of everyday things: Revised and expanded edition. Basic books.  Don Norman. 2013. The design of everyday things: Revised and expanded edition. Basic books."},{"key":"e_1_3_2_1_40_1","volume-title":"Investigating the Importance of First Impressions and Explainable AI with Interactive Video Analysis. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems","author":"Nourani M.","year":"2020","unstructured":"M. Nourani , Donald\u00a0 R. Honeycutt , Jeremy\u00a0 E. Block , Chiradeep Roy , Tahrima Rahman , Eric\u00a0 D. Ragan , and V. Gogate . 2020 . Investigating the Importance of First Impressions and Explainable AI with Interactive Video Analysis. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems ( 2020 ). M. Nourani, Donald\u00a0R. Honeycutt, Jeremy\u00a0E. Block, Chiradeep Roy, Tahrima Rahman, Eric\u00a0D. Ragan, and V. Gogate. 2020. Investigating the Importance of First Impressions and Explainable AI with Interactive Video Analysis. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems (2020)."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-017-9195-0"},{"key":"e_1_3_2_1_42_1","volume-title":"The Pragmatic Turn in Explainable Artificial Intelligence (XAI). Minds and Machines","author":"P\u00e1ez Andr\u00e9s","year":"2019","unstructured":"Andr\u00e9s P\u00e1ez . 2019. The Pragmatic Turn in Explainable Artificial Intelligence (XAI). Minds and Machines ( 2019 ), 1\u201319. Andr\u00e9s P\u00e1ez. 2019. The Pragmatic Turn in Explainable Artificial Intelligence (XAI). Minds and Machines (2019), 1\u201319."},{"key":"e_1_3_2_1_43_1","unstructured":"Shubham Rathi. 2019. Generating Counterfactual and Contrastive Explanations using SHAP. arxiv:1906.09293\u00a0[cs.LG]  Shubham Rathi. 2019. Generating Counterfactual and Contrastive Explanations using SHAP. arxiv:1906.09293\u00a0[cs.LG]"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"key":"e_1_3_2_1_45_1","volume-title":"IUI Workshops.","author":"Mireia","unstructured":"Mireia Ribera and \u00c0gata Lapedriza. 2019. Can we do better explanations? A proposal of user-centered explainable AI . In IUI Workshops. Mireia Ribera and \u00c0gata Lapedriza. 2019. Can we do better explanations? A proposal of user-centered explainable AI. In IUI Workshops."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"crossref","unstructured":"Leonid Rozenblit and Frank\u00a0C. Keil. 2002. The misunderstood limits of folk science: an illusion of explanatory depth. Cognitive science 26 5(2002) 521\u2013562.  Leonid Rozenblit and Frank\u00a0C. Keil. 2002. The misunderstood limits of folk science: an illusion of explanatory depth. Cognitive science 26 5(2002) 521\u2013562.","DOI":"10.1207\/s15516709cog2605_1"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0048-x"},{"key":"e_1_3_2_1_48_1","volume-title":"CHI","author":"Rutjes Heleen","year":"2019","unstructured":"Heleen Rutjes , M.\u00a0 C. Willemsen , and W. I Jsselsteijn . 2019 . Considerations on explainable AI and users\u2019 mental models . In CHI 2019. Heleen Rutjes, M.\u00a0C. Willemsen, and W. IJsselsteijn. 2019. Considerations on explainable AI and users\u2019 mental models. In CHI 2019."},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302308"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1177\/0963662516680311"},{"key":"e_1_3_2_1_51_1","volume-title":"A value for n-person games. Contributions to the Theory of Games 2, 28","author":"Shapley S","year":"1953","unstructured":"Lloyd\u00a0 S Shapley . 1953. A value for n-person games. Contributions to the Theory of Games 2, 28 ( 1953 ), 307\u2013317. Lloyd\u00a0S Shapley. 1953. A value for n-person games. Contributions to the Theory of Games 2, 28 (1953), 307\u2013317."},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"crossref","unstructured":"L. Skitka K. Mosier M. Burdick and B. Rosenblatt. 2000. Automation Bias and Errors: Are Crews Better Than Individuals?The International Journal of Aviation Psychology 10 (2000) 85 \u2013 97.  L. Skitka K. Mosier M. Burdick and B. Rosenblatt. 2000. Automation Bias and Errors: Are Crews Better Than Individuals?The International Journal of Aviation Psychology 10 (2000) 85 \u2013 97.","DOI":"10.1207\/S15327108IJAP1001_5"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3375627.3375830"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/3351095.3372870"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"crossref","unstructured":"Jacob Solomon. 2014. Customization bias in decision support systems. In CHI \u201914.  Jacob Solomon. 2014. Customization bias in decision support systems. In CHI \u201914.","DOI":"10.1145\/2556288.2557211"},{"key":"e_1_3_2_1_56_1","unstructured":"Richard Tomsett Dave Braines Dan Harborne A. Preece and S. Chakraborty. 2018. Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems. ArXiv abs\/1806.07552(2018).  Richard Tomsett Dave Braines Dan Harborne A. Preece and S. Chakraborty. 2018. Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems. ArXiv abs\/1806.07552(2018)."},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1145\/3359338"},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300831"},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1145\/3282486"},{"key":"e_1_3_2_1_60_1","unstructured":"Andrew Zeveney and Jessecae Marsh. 2016. The Illusion of Explanatory Depth in a Misunderstood Field: The IOED in Mental Disorders. In CogSci.  Andrew Zeveney and Jessecae Marsh. 2016. The Illusion of Explanatory Depth in a Misunderstood Field: The IOED in Mental Disorders. In CogSci."}],"event":{"name":"IUI '21: 26th International Conference on Intelligent User Interfaces","location":"College Station TX USA","acronym":"IUI '21","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["26th International Conference on Intelligent User Interfaces"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3397481.3450644","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3397481.3450644","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:41:33Z","timestamp":1750185693000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3397481.3450644"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4,14]]},"references-count":60,"alternative-id":["10.1145\/3397481.3450644","10.1145\/3397481"],"URL":"https:\/\/doi.org\/10.1145\/3397481.3450644","relation":{},"subject":[],"published":{"date-parts":[[2021,4,14]]},"assertion":[{"value":"2021-04-14","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}