{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T23:19:51Z","timestamp":1776122391319,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":49,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,5,11]],"date-time":"2024-05-11T00:00:00Z","timestamp":1715385600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"VolkswagenStiftung","award":["98563"],"award-info":[{"award-number":["98563"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,5,11]]},"DOI":"10.1145\/3613904.3642563","type":"proceedings-article","created":{"date-parts":[[2024,5,11]],"date-time":"2024-05-11T08:37:41Z","timestamp":1715416661000},"page":"1-14","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":24,"title":["Explaining It Your Way - Findings from a Co-Creative Design Workshop on Designing XAI Applications with AI End-Users from the Public Sector"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1001-2278","authenticated-orcid":false,"given":"Katharina","family":"Weitz","sequence":"first","affiliation":[{"name":"Human-Centered AI Lab, University of Augsburg, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3516-6188","authenticated-orcid":false,"given":"Ruben","family":"Schlagowski","sequence":"additional","affiliation":[{"name":"Human-Centered AI Lab, University of Augsburg, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2367-162X","authenticated-orcid":false,"given":"Elisabeth","family":"Andr\u00e9","sequence":"additional","affiliation":[{"name":"Human-Centered AI Lab, University of Augsburg, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9975-2354","authenticated-orcid":false,"given":"Maris","family":"M\u00e4nniste","sequence":"additional","affiliation":[{"name":"University of Tartu, Estonia"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-8616-0234","authenticated-orcid":false,"given":"Ceenu","family":"George","sequence":"additional","affiliation":[{"name":"TU Berlin, Germany"}]}],"member":"320","published-online":{"date-parts":[[2024,5,11]]},"reference":[{"key":"e_1_3_3_3_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2870052"},{"key":"e_1_3_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2754951"},{"key":"e_1_3_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.12.012"},{"key":"e_1_3_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0130140"},{"key":"e_1_3_3_3_5_1","unstructured":"Sally-Anne Barnes Sally Wright Pat Irving and Isabelle Deganis. 2015. Identification of latest trends and current developments in methods to profile jobseekers in European Public Employment Services. (2015)."},{"key":"e_1_3_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.69554\/STNB6990"},{"key":"e_1_3_3_3_7_1","unstructured":"Victoria Clarke Virginia Braun and Nikki Hayfield. 2015. Thematic analysis. Vol.\u00a03. 222\u2013248."},{"key":"e_1_3_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/sce.20164"},{"key":"e_1_3_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.GIQ.2021.101666"},{"key":"e_1_3_3_3_10_1","doi-asserted-by":"publisher","unstructured":"Sam Desiere Kristine Langenbucher and Ludo Struyven. 2019. Statistical profiling in public employment services: An international comparison. (2019). https:\/\/doi.org\/10.1787\/1815199X","DOI":"10.1787\/1815199X"},{"key":"e_1_3_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0047279420000203"},{"key":"e_1_3_3_3_12_1","volume-title":"Towards a rigorous science of interpretable machine learning. arXiv preprint arXiv:1702.08608","author":"Doshi-Velez Finale","year":"2017","unstructured":"Finale Doshi-Velez and Been Kim. 2017. Towards a rigorous science of interpretable machine learning. arXiv preprint arXiv:1702.08608 (2017). https:\/\/arxiv.org\/abs\/1702.08608"},{"key":"e_1_3_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397481.3450694"},{"key":"e_1_3_3_3_14_1","volume-title":"Automating inequality: How high-tech tools profile, police, and punish the poor","author":"Eubanks Virginia","unstructured":"Virginia Eubanks. 2018. Automating inequality: How high-tech tools profile, police, and punish the poor. St. Martin\u2019s Press."},{"key":"e_1_3_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1081\/PAD-200067318"},{"key":"e_1_3_3_3_16_1","volume-title":"but explainable to whom?arXiv preprint arXiv:2106.05568","author":"Gerlings Julie","year":"2021","unstructured":"Julie Gerlings, Millie\u00a0S\u00f8ndergaard Jensen, and Arisa Shollo. 2021. Explainable AI, but explainable to whom?arXiv preprint arXiv:2106.05568 (2021). https:\/\/arxiv.org\/abs\/2106.05568"},{"key":"e_1_3_3_3_17_1","volume-title":"Explaining Explanations to Society. arXiv preprint arXiv:1901.06560","author":"Gilpin H.","year":"2019","unstructured":"Leilani\u00a0H. Gilpin, Cecilia Testart, Nathaniel Fruchter, and Julius Adebayo. 2019. Explaining Explanations to Society. arXiv preprint arXiv:1901.06560 (2019). http:\/\/arxiv.org\/abs\/1901.06560"},{"key":"e_1_3_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11569-017-0284-7"},{"key":"e_1_3_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v40i2.2850"},{"key":"e_1_3_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3472307.3484170"},{"key":"e_1_3_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1080\/23276665.2020.1816188"},{"key":"e_1_3_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.1177\/1541931218621047"},{"key":"e_1_3_3_3_23_1","unstructured":"Robert\u00a0R Hoffman Shane\u00a0T Mueller Gary Klein and Jordan Litman. 2018. Metrics for Explainable AI: Challenges and Prospects. (2018). arxiv:1812.04608http:\/\/arxiv.org\/abs\/1812.04608"},{"key":"e_1_3_3_3_24_1","volume-title":"2011 Proceedings of PICMET\u201911: Technology Management in the Energy Smart World (PICMET). IEEE, 1\u20137.","author":"Kalja Ahto","year":"2011","unstructured":"Ahto Kalja, Janari P\u00f5ld, Tarmo Robal, and Uuno Vallner. 2011. Modernization of the e-government in Estonia. In 2011 Proceedings of PICMET\u201911: Technology Management in the Energy Smart World (PICMET). IEEE, 1\u20137."},{"key":"e_1_3_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.BDR.2022.100355"},{"key":"e_1_3_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1080\/1369118X.2023.2205493"},{"key":"e_1_3_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.psych.57.102904.190100"},{"key":"e_1_3_3_3_28_1","volume-title":"Augmenting public sector data-driven decision support systems with expert knowledge: case of OTT. Master\u2019s thesis","author":"Leets Peeter","unstructured":"Peeter Leets. 2022. Augmenting public sector data-driven decision support systems with expert knowledge: case of OTT. Master\u2019s thesis. University of Tartu, Faculty of Social Sciences, Johan Skytte Institute of Political Studies."},{"key":"e_1_3_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1177\/0020852317735164"},{"key":"e_1_3_3_3_30_1","volume-title":"Question-driven design process for explainable AI user experiences. arXiv preprint arXiv:2104.03483","author":"Liao Q\u00a0Vera","year":"2021","unstructured":"Q\u00a0Vera Liao, Milena Pribi\u0107, Jaesik Han, Sarah Miller, and Daby Sow. 2021. Question-driven design process for explainable AI user experiences. arXiv preprint arXiv:2104.03483 (2021)."},{"key":"e_1_3_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1609\/hcomp.v10i1.21995"},{"key":"e_1_3_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0138-9"},{"key":"e_1_3_3_3_33_1","volume-title":"Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017","author":"M.","year":"2017","unstructured":"Scott\u00a0M. Lundberg and Su-In Lee. 2017. A Unified Approach to Interpreting Model Predictions. In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA, Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna\u00a0M. Wallach, Rob Fergus, S.\u00a0V.\u00a0N. Vishwanathan, and Roman Garnett (Eds.). 4765\u20134774. https:\/\/proceedings.neurips.cc\/paper\/2017\/hash\/8a20a8621978632d76c43dfd28b67767-Abstract.html"},{"key":"e_1_3_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3468264.3468547"},{"key":"e_1_3_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-86790-4_28"},{"key":"e_1_3_3_3_36_1","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2022.825565"},{"key":"e_1_3_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2018.07.007"},{"key":"e_1_3_3_3_38_1","volume-title":"AI Watch-Artificial Intelligence in public services: Overview of the use and impact of AI in public services in the EU. JRC Research ReportsJRC120399","author":"Misuraca Gianluca","year":"2020","unstructured":"Gianluca Misuraca, Colin Van\u00a0Noordt, 2020. AI Watch-Artificial Intelligence in public services: Overview of the use and impact of AI in public services in the EU. JRC Research ReportsJRC120399 (2020)."},{"key":"e_1_3_3_3_39_1","volume-title":"Human-in-the-Loop Machine Learning: Active learning and annotation for human-centered AI","author":"Monarch Robert\u00a0Munro","unstructured":"Robert\u00a0Munro Monarch. 2021. Human-in-the-Loop Machine Learning: Active learning and annotation for human-centered AI. Simon and Schuster."},{"key":"e_1_3_3_3_40_1","volume-title":"User Centered System Design","author":"Norman Donald","unstructured":"Donald Norman and Stephen\u00a0W. Draper. 1986. User Centered System Design; New Perspectives on Human-Computer Interaction. Lawrence Erlbaum Associates, USA."},{"key":"e_1_3_3_3_41_1","unstructured":"Nortal. 2021. OTT \u2013 teko\u00e4lyn vauhdittamaa menestyst\u00e4 Viron julkisella sektorilla \u2014 nortal.com. https:\/\/nortal.com\/insights\/ott-an-ai-powered-success-story-in-the-public-sector\/. [Accessed 12-09-2023]."},{"key":"e_1_3_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"key":"e_1_3_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1002\/hbe2.117"},{"key":"e_1_3_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2021.102684"},{"key":"e_1_3_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/348941.348990"},{"key":"e_1_3_3_3_46_1","volume-title":"Routledge international handbook of participatory design","author":"Simonsen Jesper","unstructured":"Jesper Simonsen and Toni Robertson. 2012. Routledge international handbook of participatory design. Routledge, New York."},{"key":"e_1_3_3_3_47_1","doi-asserted-by":"publisher","DOI":"10.1080\/14719037.2014.930505"},{"key":"e_1_3_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1080\/01900692.2018.1498103"},{"key":"e_1_3_3_3_49_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-60114-0_25"}],"event":{"name":"CHI '24: CHI Conference on Human Factors in Computing Systems","location":"Honolulu HI USA","acronym":"CHI '24","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGACCESS ACM Special Interest Group on Accessible Computing"]},"container-title":["Proceedings of the CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3613904.3642563","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3613904.3642563","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T23:44:10Z","timestamp":1750290250000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3613904.3642563"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,11]]},"references-count":49,"alternative-id":["10.1145\/3613904.3642563","10.1145\/3613904"],"URL":"https:\/\/doi.org\/10.1145\/3613904.3642563","relation":{},"subject":[],"published":{"date-parts":[[2024,5,11]]},"assertion":[{"value":"2024-05-11","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}