{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T07:55:01Z","timestamp":1776930901863,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":43,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,4,13]]},"DOI":"10.1145\/3772318.3790810","type":"proceedings-article","created":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T04:12:36Z","timestamp":1776053556000},"page":"1-17","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Interactive Explainable Ranking"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4286-8468","authenticated-orcid":false,"given":"Chao","family":"Zhang","sequence":"first","affiliation":[{"name":"Cornell University, Ithaca, New York, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1469-2696","authenticated-orcid":false,"given":"Abe","family":"Davis","sequence":"additional","affiliation":[{"name":"Cornell University, New York, New York, USA"}]}],"member":"320","published-online":{"date-parts":[[2026,4,13]]},"reference":[{"key":"e_1_3_3_3_2_2","doi-asserted-by":"publisher","unstructured":"Paula\u00a0Akemi Aoyagui Kelsey Stemmler Sharon Ferguson Young-ho Kim and Anastasia Kuzminykh. 2025. A Matter of Perspective(s): Contrasting Human and LLM Argumentation in Subjective Decision-Making on Subtle Sexism. arxiv:https:\/\/arXiv.org\/abs\/2502.14052\u00a0[cs] 10.1145\/3706598.3713248","DOI":"10.1145\/3706598.3713248"},{"key":"e_1_3_3_3_3_2","unstructured":"Aaron Bangor Philip Kortum and James Miller. 2009. Determining What Individual SUS Scores Mean: Adding an Adjective Rating Scale. J. Usability Studies 4 3 (May 2009) 114\u2013123."},{"key":"e_1_3_3_3_4_2","doi-asserted-by":"publisher","unstructured":"Clara-Maria Barth Jenny Schmid Ibrahim Al-Hazwani Madhav Sachdeva Lena Cibulski and J\u00fcrgen Bernard. 2023. How Applicable Are Attribute-Based Approaches for Human-Centered Ranking Creation? Computers & Graphics 114 (Aug. 2023) 45\u201358. 10.1016\/j.cag.2023.05.004","DOI":"10.1016\/j.cag.2023.05.004"},{"key":"e_1_3_3_3_5_2","doi-asserted-by":"publisher","unstructured":"Zana Bu\u00e7inca Maja\u00a0Barbara Malaya and Krzysztof\u00a0Z. Gajos. 2021. To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-Assisted Decision-Making. Proc. ACM Hum.-Comput. Interact. 5 CSCW1 (April 2021) 188:1\u2013188:21. 10.1145\/3449287","DOI":"10.1145\/3449287"},{"key":"e_1_3_3_3_6_2","doi-asserted-by":"publisher","unstructured":"Shiye Cao Anqi Liu and Chien-Ming Huang. 2024. Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation Initial User Decision and User Demographics in AI-Assisted Decision-Making. Proc. ACM Hum.-Comput. Interact. 8 CSCW1 (April 2024) 41:1\u201341:32. 10.1145\/3637318","DOI":"10.1145\/3637318"},{"key":"e_1_3_3_3_7_2","first-page":"257","volume-title":"Advances in Neural Information Processing Systems","author":"Chapelle Olivier","year":"2004","unstructured":"Olivier Chapelle and Za\u00efd Harchaoui. 2004. A Machine Learning Approach to Conjoint Analysis. In Advances in Neural Information Processing Systems , Vol.\u00a017. MIT Press, Cambridge, MA, USA, 257\u2013264. https:\/\/proceedings.neurips.cc\/paper_files\/paper\/2004\/hash\/4bbdcc0e821637155ac4217bdab70d2e-Abstract.html"},{"key":"e_1_3_3_3_8_2","doi-asserted-by":"crossref","unstructured":"Christopher Cherniak. 1981. Minimal Rationality. Mind New Series 90 358 (1981) 161\u2013183.","DOI":"10.1093\/mind\/XC.358.161"},{"key":"e_1_3_3_3_9_2","doi-asserted-by":"publisher","DOI":"10.4324\/9780367808983-12"},{"key":"e_1_3_3_3_10_2","doi-asserted-by":"publisher","unstructured":"Evanthia Dimara Anastasia Bezerianos and Pierre Dragicevic. 2018. Conceptual and Methodological Issues in Evaluating Multidimensional Visualizations for Decision Support. IEEE Transactions on Visualization and Computer Graphics 24 1 (Jan. 2018) 749\u2013759. 10.1109\/TVCG.2017.2745138","DOI":"10.1109\/TVCG.2017.2745138"},{"key":"e_1_3_3_3_11_2","doi-asserted-by":"publisher","unstructured":"Julia Dressel and Hany Farid. 2018. The accuracy fairness and limits of predicting recidivism. Science Advances 4 1 (Jan. 2018) eaao5580. 10.1126\/sciadv.aao5580","DOI":"10.1126\/sciadv.aao5580"},{"key":"e_1_3_3_3_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517443"},{"key":"e_1_3_3_3_13_2","unstructured":"FILMINUTE. 2025. Filminute."},{"key":"e_1_3_3_3_14_2","doi-asserted-by":"publisher","unstructured":"Samuel Gratzl Alexander Lex Nils Gehlenborg Hanspeter Pfister and Marc Streit. 2013. LineUp: Visual Analysis of Multi-Attribute Rankings. IEEE Trans. Visual. Comput. Graphics 19 12 (Dec. 2013) 2277\u20132286. 10.1109\/TVCG.2013.173","DOI":"10.1109\/TVCG.2013.173"},{"key":"e_1_3_3_3_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581025"},{"key":"e_1_3_3_3_16_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4684-2487-4_10"},{"key":"e_1_3_3_3_17_2","doi-asserted-by":"crossref","unstructured":"Irving\u00a0L. Janis. 1959. Decisional Conflicts: A Theoretical Analysis. The Journal of Conflict Resolution 3 1 (1959) 6\u201327.","DOI":"10.1177\/002200275900300102"},{"key":"e_1_3_3_3_18_2","volume-title":"Decision making: A psychological analysis of conflict, choice, and commitment","author":"Janis Irving\u00a0L.","year":"1977","unstructured":"Irving\u00a0L. Janis and Leon Mann. 1977. Decision making: A psychological analysis of conflict, choice, and commitment. Free Press, New York, NY, US. xx, 488 pages."},{"key":"e_1_3_3_3_19_2","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775067"},{"key":"e_1_3_3_3_20_2","volume-title":"Thinking, fast and slow","author":"Kahneman Daniel","year":"2012","unstructured":"Daniel Kahneman. 2012. Thinking, fast and slow. Penguin, London."},{"key":"e_1_3_3_3_21_2","doi-asserted-by":"publisher","unstructured":"Keith Kirkpatrick. 2017. It\u2019s not the algorithm it\u2019s the data. Commun. ACM 60 2 (Jan. 2017) 21\u201323. 10.1145\/3022181","DOI":"10.1145\/3022181"},{"key":"e_1_3_3_3_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2481287"},{"key":"e_1_3_3_3_23_2","doi-asserted-by":"publisher","unstructured":"Zhuoyan Li Hangxiao Zhu Zhuoran Lu Ziang Xiao and Ming Yin. 2025. From Text to Trust: Empowering AI-Assisted Decision Making with Adaptive LLM-Powered Analysis. arxiv:https:\/\/arXiv.org\/abs\/2502.11919\u00a0[cs] 10.48550\/arXiv.2502.11919","DOI":"10.48550\/arXiv.2502.11919"},{"key":"e_1_3_3_3_24_2","doi-asserted-by":"publisher","unstructured":"Zhuoran Lu Dakuo Wang and Ming Yin. 2024. Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making. Proc. ACM Hum.-Comput. Interact. 8 CSCW1 (April 2024) 217:1\u2013217:31. 10.1145\/3653708","DOI":"10.1145\/3653708"},{"key":"e_1_3_3_3_25_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642671"},{"key":"e_1_3_3_3_26_2","doi-asserted-by":"publisher","DOI":"10.1145\/3022198.3023269"},{"key":"e_1_3_3_3_27_2","doi-asserted-by":"publisher","unstructured":"OpenAI Aaron Hurst Adam Lerer Adam\u00a0P. Goucher Adam Perelman Aditya Ramesh Aidan Clark A.\u00a0J. Ostrow Akila Welihinda Alan Hayes Alec Radford Aleksander M\u0105dry Alex Baker-Whitcomb Alex Beutel Alex Borzunov Alex Carney Alex Chow Alex Kirillov Alex Nichol Alex Paino Alex Renzin Alex\u00a0Tachard Passos Alexander Kirillov Alexi Christakis Alexis Conneau Ali Kamali Allan Jabri Allison Moyer Allison Tam Amadou Crookes Amin Tootoochian Amin Tootoonchian Ananya Kumar Andrea Vallone Andrej Karpathy Andrew Braunstein Andrew Cann Andrew Codispoti Andrew Galu Andrew Kondrich Andrew Tulloch Andrey Mishchenko Angela Baek Angela Jiang Antoine Pelisse Antonia Woodford Anuj Gosalia Arka Dhar Ashley Pantuliano Avi Nayak Avital Oliver Barret Zoph Behrooz Ghorbani Ben Leimberger Ben Rossen Ben Sokolowsky Ben Wang Benjamin Zweig Beth Hoover Blake Samic Bob McGrew Bobby Spero Bogo Giertler Bowen Cheng Brad Lightcap Brandon Walkin Brendan Quinn Brian Guarraci Brian Hsu Bright Kellogg Brydon Eastman Camillo Lugaresi Carroll Wainwright Cary Bassin Cary Hudson Casey Chu Chad Nelson Chak Li Chan\u00a0Jun Shern Channing Conger Charlotte Barette Chelsea Voss Chen Ding Cheng Lu Chong Zhang Chris Beaumont Chris Hallacy Chris Koch Christian Gibson Christina Kim Christine Choi Christine McLeavey Christopher Hesse Claudia Fischer Clemens Winter Coley Czarnecki Colin Jarvis Colin Wei Constantin Koumouzelis Dane Sherburn Daniel Kappler Daniel Levin Daniel Levy David Carr David Farhi David Mely David Robinson David Sasaki Denny Jin Dev Valladares Dimitris Tsipras Doug Li Duc\u00a0Phong Nguyen Duncan Findlay Edede Oiwoh Edmund Wong Ehsan Asdar Elizabeth Proehl Elizabeth Yang Eric Antonow Eric Kramer Eric Peterson Eric Sigler Eric Wallace Eugene Brevdo Evan Mays Farzad Khorasani Felipe\u00a0Petroski Such Filippo Raso Francis Zhang Fred von Lohmann Freddie Sulit Gabriel Goh Gene Oden Geoff Salmon Giulio Starace Greg Brockman Hadi Salman Haiming Bao Haitang Hu Hannah Wong Haoyu Wang Heather Schmidt Heather Whitney Heewoo Jun Hendrik Kirchner Henrique Ponde de\u00a0Oliveira Pinto Hongyu Ren Huiwen Chang Hyung\u00a0Won Chung Ian Kivlichan Ian O\u2019Connell Ian O\u2019Connell Ian Osband Ian Silber Ian Sohl Ibrahim Okuyucu Ikai Lan Ilya Kostrikov Ilya Sutskever Ingmar Kanitscheider Ishaan Gulrajani Jacob Coxon Jacob Menick Jakub Pachocki James Aung James Betker James Crooks James Lennon Jamie Kiros Jan Leike Jane Park Jason Kwon Jason Phang Jason Teplitz Jason Wei Jason Wolfe Jay Chen Jeff Harris Jenia Varavva Jessica\u00a0Gan Lee Jessica Shieh Ji Lin Jiahui Yu Jiayi Weng Jie Tang Jieqi Yu Joanne Jang Joaquin\u00a0Quinonero Candela Joe Beutler Joe Landers Joel Parish Johannes Heidecke John Schulman Jonathan Lachman Jonathan McKay Jonathan Uesato Jonathan Ward Jong\u00a0Wook Kim Joost Huizinga Jordan Sitkin Jos Kraaijeveld Josh Gross Josh Kaplan Josh Snyder Joshua Achiam Joy Jiao Joyce Lee Juntang Zhuang Justyn Harriman Kai Fricke Kai Hayashi Karan Singhal Katy Shi Kavin Karthik Kayla Wood Kendra Rimbach Kenny Hsu Kenny Nguyen Keren Gu-Lemberg Kevin Button Kevin Liu Kiel Howe Krithika Muthukumar Kyle Luther Lama Ahmad Larry Kai Lauren Itow Lauren Workman Leher Pathak Leo Chen Li Jing Lia Guy Liam Fedus Liang Zhou Lien Mamitsuka Lilian Weng Lindsay McCallum Lindsey Held Long Ouyang Louis Feuvrier Lu Zhang Lukas Kondraciuk Lukasz Kaiser Luke Hewitt Luke Metz Lyric Doshi Mada Aflak Maddie Simens Madelaine Boyd Madeleine Thompson Marat Dukhan Mark Chen Mark Gray Mark Hudnall Marvin Zhang Marwan Aljubeh Mateusz Litwin Matthew Zeng Max Johnson Maya Shetty Mayank Gupta Meghan Shah Mehmet Yatbaz Meng\u00a0Jia Yang Mengchao Zhong Mia Glaese Mianna Chen Michael Janner Michael Lampe Michael Petrov Michael Wu Michele Wang Michelle Fradin Michelle Pokrass Miguel Castro Miguel Oom\u00a0Temudo de Castro Mikhail Pavlov Miles Brundage Miles Wang Minal Khan Mira Murati Mo Bavarian Molly Lin Murat Yesildal Nacho Soto Natalia Gimelshein Natalie Cone Natalie Staudacher Natalie Summers Natan LaFontaine Neil Chowdhury Nick Ryder Nick Stathas Nick Turley Nik Tezak Niko Felix Nithanth Kudige Nitish Keskar Noah Deutsch Noel Bundick Nora Puckett Ofir Nachum Ola Okelola Oleg Boiko Oleg Murk Oliver Jaffe Olivia Watkins Olivier Godement Owen Campbell-Moore Patrick Chao Paul McMillan Pavel Belov Peng Su Peter Bak Peter Bakkum Peter Deng Peter Dolan Peter Hoeschele Peter Welinder Phil Tillet Philip Pronin Philippe Tillet Prafulla Dhariwal Qiming Yuan Rachel Dias Rachel Lim Rahul Arora Rajan Troll Randall Lin Rapha\u00a0Gontijo Lopes Raul Puri Reah Miyara Reimar Leike Renaud Gaubert Reza Zamani Ricky Wang Rob Donnelly Rob Honsby Rocky Smith Rohan Sahai Rohit Ramchandani Romain Huet Rory Carmichael Rowan Zellers Roy Chen Ruby Chen Ruslan Nigmatullin Ryan Cheu Saachi Jain Sam Altman Sam Schoenholz Sam Toizer Samuel Miserendino Sandhini Agarwal Sara Culver Scott Ethersmith Scott Gray Sean Grove Sean Metzger Shamez Hermani Shantanu Jain Shengjia Zhao Sherwin Wu Shino Jomoto Shirong Wu Shuaiqi Xia Sonia Phene Spencer Papay Srinivas Narayanan Steve Coffey Steve Lee Stewart Hall Suchir Balaji Tal Broda Tal Stramer Tao Xu Tarun Gogineni Taya Christianson Ted Sanders Tejal Patwardhan Thomas Cunninghman Thomas Degry Thomas Dimson Thomas Raoux Thomas Shadwell Tianhao Zheng Todd Underwood Todor Markov Toki Sherbakov Tom Rubin Tom Stasi Tomer Kaftan Tristan Heywood Troy Peterson Tyce Walters Tyna Eloundou Valerie Qi Veit Moeller Vinnie Monaco Vishal Kuo Vlad Fomenko Wayne Chang Weiyi Zheng Wenda Zhou Wesam Manassra Will Sheu Wojciech Zaremba Yash Patil Yilei Qian Yongjik Kim Youlong Cheng Yu Zhang Yuchen He Yuchen Zhang Yujia Jin Yunxing Dai and Yury Malkov. 2024. GPT-4o System Card. arxiv:https:\/\/arXiv.org\/abs\/2410.21276\u00a0[cs] 10.48550\/arXiv.2410.21276","DOI":"10.48550\/arXiv.2410.21276"},{"key":"e_1_3_3_3_28_2","doi-asserted-by":"publisher","DOI":"10.1145\/3581641.3584033"},{"key":"e_1_3_3_3_29_2","doi-asserted-by":"publisher","unstructured":"Alec Radford Jong\u00a0Wook Kim Chris Hallacy Aditya Ramesh Gabriel Goh Sandhini Agarwal Girish Sastry Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger and Ilya Sutskever. 2021. Learning Transferable Visual Models From Natural Language Supervision. arxiv:https:\/\/arXiv.org\/abs\/2103.00020\u00a0[cs] 10.48550\/arXiv.2103.00020","DOI":"10.48550\/arXiv.2103.00020"},{"key":"e_1_3_3_3_30_2","doi-asserted-by":"publisher","unstructured":"Jenny Schmid Lena Cibulski Ibrahim Al-Hazwani and J\u00fcrgen Bernard. 2022. RankASco: A Visual Analytics Approach to Leverage Attribute-Based User Preferences for Item Rankings. EuroVis Workshop on Visual Analytics (EuroVA) 1 1 (June 2022) 7\u201311. 10.2312\/eurova.20221072","DOI":"10.2312\/eurova.20221072"},{"key":"e_1_3_3_3_31_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642621"},{"key":"e_1_3_3_3_32_2","doi-asserted-by":"publisher","unstructured":"Esther-Mirjam Sent. 2018. Rationality and bounded rationality: you can\u2019t have one without the other. The European Journal of the History of Economic Thought 25 6 (Nov. 2018) 1370\u20131386. 10.1080\/09672567.2018.1523206","DOI":"10.1080\/09672567.2018.1523206"},{"key":"e_1_3_3_3_33_2","doi-asserted-by":"publisher","unstructured":"L.\u00a0L. Thurstone. 1927. A law of comparative judgment. Psychological Review 34 4 (1927) 273\u2013286. 10.1037\/h0070288","DOI":"10.1037\/h0070288"},{"key":"e_1_3_3_3_34_2","doi-asserted-by":"publisher","DOI":"10.5244\/C.31.105"},{"key":"e_1_3_3_3_35_2","doi-asserted-by":"publisher","unstructured":"Amos Tversky and Daniel Kahneman. 1971. Belief in the law of small numbers. Psychological Bulletin 76 2 (1971) 105\u2013110. 10.1037\/h0031322","DOI":"10.1037\/h0031322"},{"key":"e_1_3_3_3_36_2","doi-asserted-by":"publisher","unstructured":"Amos Tversky and Daniel Kahneman. 1974. Judgment under Uncertainty: Heuristics and Biases: Biases in Judgments Reveal Some Heuristics of Thinking under Uncertainty. Science 185 4157 (Sept. 1974) 1124\u20131131. 10.1126\/science.185.4157.1124","DOI":"10.1126\/science.185.4157.1124"},{"key":"e_1_3_3_3_37_2","doi-asserted-by":"publisher","unstructured":"Amos Tversky and Daniel Kahneman. 1981. The Framing of Decisions and the Psychology of Choice. Science 211 4481 (Jan. 1981) 453\u2013458. 10.1126\/science.7455683","DOI":"10.1126\/science.7455683"},{"key":"e_1_3_3_3_38_2","doi-asserted-by":"publisher","unstructured":"Emily Wall Subhajit Das Ravish Chawla Bharath Kalidindi Eli\u00a0T. Brown and Alex Endert. 2018. Podium: Ranking Data Using Mixed-Initiative Visual Analytics. IEEE Transactions on Visualization and Computer Graphics 24 1 (Jan. 2018) 288\u2013297. 10.1109\/TVCG.2017.2745078","DOI":"10.1109\/TVCG.2017.2745078"},{"key":"e_1_3_3_3_39_2","doi-asserted-by":"publisher","DOI":"10.1145\/3640544.3645239"},{"key":"e_1_3_3_3_40_2","doi-asserted-by":"publisher","unstructured":"Xinru Wang and Ming Yin. 2022. Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons. ACM Trans. Interact. Intell. Syst. 12 4 (Nov. 2022) 27:1\u201327:36. 10.1145\/3519266","DOI":"10.1145\/3519266"},{"key":"e_1_3_3_3_41_2","doi-asserted-by":"publisher","unstructured":"Di Weng Ran Chen Zikun Deng Feiran Wu Jingmin Chen and Yingcai Wu. 2019. SRVis: Towards Better Spatial Integration in Ranking Visualization. IEEE Transactions on Visualization and Computer Graphics 25 1 (Jan. 2019) 459\u2013469. 10.1109\/TVCG.2018.2865126","DOI":"10.1109\/TVCG.2018.2865126"},{"key":"e_1_3_3_3_42_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173821"},{"key":"e_1_3_3_3_43_2","doi-asserted-by":"publisher","unstructured":"Jian-Bo Yang and M.G. Singh. 1994. An evidential reasoning approach for multiple-attribute decision making with uncertainty. IEEE Transactions on Systems Man and Cybernetics 24 1 (Jan. 1994) 1\u201318. 10.1109\/21.259681","DOI":"10.1109\/21.259681"},{"key":"e_1_3_3_3_44_2","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553527"}],"event":{"name":"CHI 2026: CHI Conference on Human Factors in Computing Systems","location":"Barcelona Spain","acronym":"CHI '26","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3772318.3790810","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T10:25:10Z","timestamp":1776421510000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3772318.3790810"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,13]]},"references-count":43,"alternative-id":["10.1145\/3772318.3790810","10.1145\/3772318"],"URL":"https:\/\/doi.org\/10.1145\/3772318.3790810","relation":{},"subject":[],"published":{"date-parts":[[2026,4,13]]},"assertion":[{"value":"2026-04-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}