{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,17]],"date-time":"2025-11-17T20:49:29Z","timestamp":1763412569919,"version":"3.45.0"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000923","name":"Australian Research Council","doi-asserted-by":"publisher","award":["DP190103414"],"award-info":[{"award-number":["DP190103414"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Human-Mach. Syst."],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1109\/thms.2025.3582285","type":"journal-article","created":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T17:39:43Z","timestamp":1752687583000},"page":"519-528","source":"Crossref","is-referenced-by-count":0,"title":["An Actionability Assessment Tool for Enhancing Algorithmic Recourse in Explainable AI"],"prefix":"10.1109","volume":"55","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3352-0486","authenticated-orcid":false,"given":"Ronal","family":"Singh","sequence":"first","affiliation":[{"name":"CSIRO’s Data61, Clayton, VIC, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4908-6063","authenticated-orcid":false,"given":"Tim","family":"Miller","sequence":"additional","affiliation":[{"name":"University of Queensland, Brisbane, QLD, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8653-2555","authenticated-orcid":false,"given":"Liz","family":"Sonenberg","sequence":"additional","affiliation":[{"name":"University of Melbourne, Melbourne, VIC, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4414-2249","authenticated-orcid":false,"given":"Eduardo","family":"Velloso","sequence":"additional","affiliation":[{"name":"University of Sydney, Sydney, NSW, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3727-9204","authenticated-orcid":false,"given":"Frank","family":"Vetere","sequence":"additional","affiliation":[{"name":"University of Melbourne, Melbourne, VIC, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6171-1381","authenticated-orcid":false,"given":"Piers","family":"Howe","sequence":"additional","affiliation":[{"name":"University of Melbourne, Melbourne, VIC, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3527848"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3514094.3534185"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s41060-022-00365-6"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3324906"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3287560.3287566"},{"article-title":"Towards falsifiable interpretability research","year":"2020","author":"Leavitt","key":"ref6"},{"key":"ref7","first-page":"36","article-title":"Explainable AI: Beware of inmates running the asylum or: How I learnt to stop worrying and love the social and behavioural sciences","volume-title":"Proc. Explainable AI Workshop, IJCAI","author":"Miller","year":"2017"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.pec.2014.05.027"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1108\/MD-01-2015-0001"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.zefq.2011.04.012"},{"key":"ref11","first-page":"89","article-title":"A comprehensive quality evaluation of security and privacy advice on the web","volume-title":"Proc. 29th USENIX Secur.","author":"Redmiles","year":"2020"},{"volume-title":"Interpretable Machine Learning","year":"2020","author":"Molnar","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2019.00036"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3063289"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3287560.3287569"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3579363"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/733"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3389\/fcomp.2023.1096257"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3351095.3372850"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/732"},{"key":"ref21","first-page":"2343","article-title":"Towards robust contrastive explanations for human-neural multi-agent systems","volume-title":"Proc. Int. Conf. Auton. Agents Multiagent Syst.","author":"Leofante","year":"2023"},{"key":"ref22","first-page":"2925","article-title":"Counterfactual explanations for reinforcement learning agents","volume-title":"Proc. Int. Conf. Auton. Agents Multiagent Syst. Southampton.ac. UK","author":"Gajcin","year":"2023"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3375627.3375850"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3581641.3584075"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3442188.3445899"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45876-X_7"},{"issue":"2","key":"ref27","article-title":"Emotion mining from text for actionable recommendations detailed survey","volume":"12","author":"Tzacheva","year":"2020","journal-title":"Int. J. Data Mining Model. Manag."},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1177\/1350507609350839"},{"key":"ref29","first-page":"221","article-title":"Shared mental models in expert team decision making","volume-title":"Individual and Group Decision Making","author":"Bowers","year":"1993"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1177\/0272989X0002000107"},{"article-title":"Decision self-efficacy scale","year":"1995","author":"OConnor","key":"ref31"},{"issue":"505","key":"ref32","first-page":"113","article-title":"Protection motivation theory","volume":"1","author":"Rogers","year":"1997","journal-title":"Pers. Social Determinants."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.5555\/1387649.1387650"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3243734.3243740"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3351095.3372876"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1177\/1745691610393980"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3758\/BF03193146"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2186810"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2023.3263482"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3570991.3571039"},{"article-title":"Counterfactual explanations for machine learning: A review","year":"2020","author":"Verma","key":"ref41"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449848"}],"container-title":["IEEE Transactions on Human-Machine Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221037\/11119621\/11082361.pdf?arnumber=11082361","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,17]],"date-time":"2025-11-17T18:42:05Z","timestamp":1763404925000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11082361\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":42,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/thms.2025.3582285","relation":{},"ISSN":["2168-2291","2168-2305"],"issn-type":[{"type":"print","value":"2168-2291"},{"type":"electronic","value":"2168-2305"}],"subject":[],"published":{"date-parts":[[2025,8]]}}}