{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T21:25:22Z","timestamp":1767993922309,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":54,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,23]],"date-time":"2022-10-23T00:00:00Z","timestamp":1666483200000},"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":[[2022,10,23]]},"DOI":"10.1145\/3550356.3561538","type":"proceedings-article","created":{"date-parts":[[2022,11,9]],"date-time":"2022-11-09T18:13:20Z","timestamp":1668017600000},"page":"286-295","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["History-aware explanations"],"prefix":"10.1145","author":[{"given":"Juan","family":"Parra-Ullauri","sequence":"first","affiliation":[{"name":"Aston University, Birmingham, UK"}]},{"given":"Antonio","family":"Garc\u00eda-Dom\u00ednguez","sequence":"additional","affiliation":[{"name":"Aston University, Birmingham, UK"}]},{"given":"Nelly","family":"Bencomo","sequence":"additional","affiliation":[{"name":"Durham University, Durham, UK"}]},{"given":"Luis","family":"Garcia-Paucar","sequence":"additional","affiliation":[{"name":"Aston University, Birmingham, UK"}]}],"member":"320","published-online":{"date-parts":[[2022,11,9]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Agent-agnostic human-in-the-loop reinforcement learning. arXiv preprint arXiv:1701.04079","author":"Abel David","year":"2017","unstructured":"David Abel , John Salvatier , Andreas Stuhlm\u00fcller , and Owain Evans . 2017. Agent-agnostic human-in-the-loop reinforcement learning. arXiv preprint arXiv:1701.04079 ( 2017 ). David Abel, John Salvatier, Andreas Stuhlm\u00fcller, and Owain Evans. 2017. Agent-agnostic human-in-the-loop reinforcement learning. arXiv preprint arXiv:1701.04079 (2017)."},{"key":"e_1_3_2_1_2_1","volume-title":"Peeking inside the black-box: a survey on explainable artificial intelligence (XAI)","author":"Adadi Amina","year":"2018","unstructured":"Amina Adadi and Mohammed Berrada . 2018. Peeking inside the black-box: a survey on explainable artificial intelligence (XAI) . IEEE access 6 ( 2018 ), 52138--52160. Amina Adadi and Mohammed Berrada. 2018. Peeking inside the black-box: a survey on explainable artificial intelligence (XAI). IEEE access 6 (2018), 52138--52160."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/0950-7051(96)81920-4"},{"key":"e_1_3_2_1_4_1","volume-title":"18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019","author":"Anjomshoae Sule","year":"2019","unstructured":"Sule Anjomshoae , Amro Najjar , Davide Calvaresi , and Kary Fr\u00e4mling . 2019 . Explainable agents and robots: Results from a systematic literature review . In 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019 ), Montreal, Canada, May 13--17 , 2019. International Foundation for Autonomous Agents and Multiagent Systems, 1078--1088. Sule Anjomshoae, Amro Najjar, Davide Calvaresi, and Kary Fr\u00e4mling. 2019. Explainable agents and robots: Results from a systematic literature review. In 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019), Montreal, Canada, May 13--17, 2019. International Foundation for Autonomous Agents and Multiagent Systems, 1078--1088."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSE.2012.56"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/MODELS-C.2019.00084"},{"key":"e_1_3_2_1_7_1","volume-title":"Cheng","author":"Bowers Kate M.","year":"2018","unstructured":"Kate M. Bowers , Erik M. Fredericks , and Betty H. C . Cheng . 2018 . Automated Optimization of Weighted Non-functional Objectives in Self-adaptive Systems. In Search-Based Software Engineering, Thelma Elita Colanzi and Phil McMinn (Eds.). Springer International Publishing . Kate M. Bowers, Erik M. Fredericks, and Betty H. C. Cheng. 2018. Automated Optimization of Weighted Non-functional Objectives in Self-adaptive Systems. In Search-Based Software Engineering, Thelma Elita Colanzi and Phil McMinn (Eds.). Springer International Publishing."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Javier C\u00e1mara Kirstie L Bellman Jeffrey O Kephart Marco Autili Nelly Bencomo Ada Diaconescu Holger Giese Sebastian G\u00f6tz Paola Inverardi Samuel Kounev etal 2017. Self-aware computing systems: Related concepts and research areas. In Self-Aware Computing Systems. Springer 17--49.  Javier C\u00e1mara Kirstie L Bellman Jeffrey O Kephart Marco Autili Nelly Bencomo Ada Diaconescu Holger Giese Sebastian G\u00f6tz Paola Inverardi Samuel Kounev et al. 2017. Self-aware computing systems: Related concepts and research areas. In Self-Aware Computing Systems. Springer 17--49.","DOI":"10.1007\/978-3-319-47474-8_2"},{"key":"e_1_3_2_1_9_1","volume-title":"Managing Trade-Offs in Adaptable Software Architectures","author":"C\u00e1mara Javier","unstructured":"Javier C\u00e1mara , David Garlan , Gabriel A Moreno , and Bradley Schmerl . 2017. Evaluating trade-offs of human involvement in self-adaptive systems . In Managing Trade-Offs in Adaptable Software Architectures . Elsevier , 155--180. Javier C\u00e1mara, David Garlan, Gabriel A Moreno, and Bradley Schmerl. 2017. Evaluating trade-offs of human involvement in self-adaptive systems. In Managing Trade-Offs in Adaptable Software Architectures. Elsevier, 155--180."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.21236\/ADA614218"},{"key":"e_1_3_2_1_11_1","volume-title":"Data protection: a practical guide to UK and EU law","author":"Carey Peter","unstructured":"Peter Carey . 2018. Data protection: a practical guide to UK and EU law . Oxford University Press, Inc. Peter Carey. 2018. Data protection: a practical guide to UK and EU law. Oxford University Press, Inc."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3190507"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"Betty HC Cheng Rog\u00dario de Lemos Holger Giese etal 2009. Software engineering for self-adaptive systems: A research roadmap. In Software engineering for self-adaptive systems. Springer.  Betty HC Cheng Rog\u00dario de Lemos Holger Giese et al. 2009. Software engineering for self-adaptive systems: A research roadmap. In Software engineering for self-adaptive systems. Springer.","DOI":"10.1007\/978-3-642-02161-9"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262014809.001.0001"},{"key":"e_1_3_2_1_15_1","volume-title":"A technology acceptance model for empirically testing new end-user information systems: Theory and results. Ph. D. Dissertation","author":"Davis Fred D","unstructured":"Fred D Davis . 1985. A technology acceptance model for empirically testing new end-user information systems: Theory and results. Ph. D. Dissertation . Massachusetts Institute of Technology . Fred D Davis. 1985. A technology acceptance model for empirically testing new end-user information systems: Theory and results. Ph. D. Dissertation. Massachusetts Institute of Technology."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3387939.3391597"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/FAS-W.2019.00018"},{"key":"e_1_3_2_1_18_1","unstructured":"Elastic. 2017. Introducting Machine Learning for the Elastic Stack. last checked: 2020-05-15.  Elastic. 2017. Introducting Machine Learning for the Elastic Stack. last checked: 2020-05-15."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/QEST.2011.38"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2379776.2379788"},{"key":"e_1_3_2_1_21_1","volume-title":"The user in the loop: Enabling user participation for self-adaptive applications. Future Generation Computer Systems 34","author":"Evers Christoph","year":"2014","unstructured":"Christoph Evers , Romy Kniewel , Kurt Geihs , and Ludger Schmidt . 2014. The user in the loop: Enabling user participation for self-adaptive applications. Future Generation Computer Systems 34 ( 2014 ). Christoph Evers, Romy Kniewel, Kurt Geihs, and Ludger Schmidt. 2014. The user in the loop: Enabling user participation for self-adaptive applications. Future Generation Computer Systems 34 (2014)."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10270-017-0606-9"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/MODELS.2019.000-2"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/SASO.2019.00011"},{"key":"e_1_3_2_1_25_1","volume-title":"Proceedings of MODELS 2018 Workshops","volume":"2245","author":"Garc\u00eda-Dom\u00ednguez Antonio","year":"2018","unstructured":"Antonio Garc\u00eda-Dom\u00ednguez , Nelly Bencomo , and Luis Garcia . 2018 . Reflecting on the past and the present with temporal graph-based models . In Proceedings of MODELS 2018 Workshops , Vol. 2245 . Antonio Garc\u00eda-Dom\u00ednguez, Nelly Bencomo, and Luis Garcia. 2018. Reflecting on the past and the present with temporal graph-based models. In Proceedings of MODELS 2018 Workshops, Vol. 2245."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2019.04.006"},{"key":"e_1_3_2_1_27_1","volume-title":"Explainable artificial intelligence (xai)","author":"Gunning David","year":"2017","unstructured":"David Gunning . 2017. Explainable artificial intelligence (xai) . Defense Advanced Research Projects Agency (DARPA) , nd Web 2 ( 2017 ), 2. David Gunning. 2017. Explainable artificial intelligence (xai). Defense Advanced Research Projects Agency (DARPA), nd Web 2 (2017), 2."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.18293\/SEKE2017-048"},{"key":"e_1_3_2_1_29_1","volume-title":"USENIX Annual Technical Conference, General Track.","author":"Ji Minwen","year":"2003","unstructured":"Minwen Ji , Alistair C Veitch , John Wilkes , 2003 . Seneca: remote mirroring done write .. In USENIX Annual Technical Conference, General Track. Minwen Ji, Alistair C Veitch, John Wilkes, et al. 2003. Seneca: remote mirroring done write.. In USENIX Annual Technical Conference, General Track."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2003.1160055"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173978"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACSOS49614.2020.00042"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1519023"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.visinf.2017.01.006"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICAC.2018.00029"},{"key":"e_1_3_2_1_36_1","volume-title":"Chieh-Jan Mike Liang, and Shan Lin","author":"Munir Sirajum","year":"2013","unstructured":"Sirajum Munir , John A Stankovic , Chieh-Jan Mike Liang, and Shan Lin . 2013 . Cyber physical system challenges for human-in-the-loop control. In Presented as part of the 8th International Workshop on Feedback Computing . Sirajum Munir, John A Stankovic, Chieh-Jan Mike Liang, and Shan Lin. 2013. Cyber physical system challenges for human-in-the-loop control. In Presented as part of the 8th International Workshop on Feedback Computing."},{"key":"e_1_3_2_1_37_1","volume-title":"Autonomic computing","author":"Murch Richard","unstructured":"Richard Murch . 2004. Autonomic computing . IBM Press . Richard Murch. 2004. Autonomic computing. IBM Press."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2398816"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10270-021-00952-4"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3419804.3420276"},{"key":"e_1_3_2_1_41_1","volume-title":"14th SEAMS.","author":"Paterson Colin","unstructured":"Colin Paterson , Radu Calinescu , Suresh Manandhar , and Di Wang . 2019. Using unstructured data to improve the continuous planning of critical processes involving humans . In 14th SEAMS. Colin Paterson, Radu Calinescu, Suresh Manandhar, and Di Wang. 2019. Using unstructured data to improve the continuous planning of critical processes involving humans. In 14th SEAMS."},{"key":"e_1_3_2_1_42_1","volume-title":"Graph databases","author":"Robinson Ian","unstructured":"Ian Robinson , James Webber , and Emil Eifrem . 2015. Graph databases ( second ed.). O'Reilly . ISBN 978-1-4919-3089-2. Ian Robinson, James Webber, and Emil Eifrem. 2015. Graph databases (second ed.). O'Reilly. ISBN 978-1-4919-3089-2."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.5555\/3463952.3463962"},{"key":"e_1_3_2_1_44_1","volume-title":"Explanation-aware computing. AI Magazine","author":"Roth-Berghofer Thomas","year":"2007","unstructured":"Thomas Roth-Berghofer , Stefan Schulz , David B Leake , and Daniel Bahls . 2007. Explanation-aware computing. AI Magazine ( 2007 ). Thomas Roth-Berghofer, Stefan Schulz, David B Leake, and Daniel Bahls. 2007. Explanation-aware computing. AI Magazine (2007)."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3365438.3410961"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/1516533.1516538"},{"key":"e_1_3_2_1_47_1","volume-title":"Explainable artificial intelligence: Understanding, visualizing and interpreting deep learning models. arXiv preprint arXiv:1708.08296","author":"Samek Wojciech","year":"2017","unstructured":"Wojciech Samek , Thomas Wiegand , and Klaus-Robert M\u00fcller . 2017. Explainable artificial intelligence: Understanding, visualizing and interpreting deep learning models. arXiv preprint arXiv:1708.08296 ( 2017 ). Wojciech Samek, Thomas Wiegand, and Klaus-Robert M\u00fcller. 2017. Explainable artificial intelligence: Understanding, visualizing and interpreting deep learning models. arXiv preprint arXiv:1708.08296 (2017)."},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/RE.2010.21"},{"key":"e_1_3_2_1_49_1","volume-title":"Knowledge Extraction with Interval Temporal Logic Decision Trees. In 27th International Symposium on Temporal Representation and Reasoning (TIME","author":"Sciavicco Guido","year":"2020","unstructured":"Guido Sciavicco and Ionel Eduard Stan . 2020 . Knowledge Extraction with Interval Temporal Logic Decision Trees. In 27th International Symposium on Temporal Representation and Reasoning (TIME 2020). Schloss Dagstuhl-Leibniz-Zentrum f\u00fcr Informatik. Guido Sciavicco and Ionel Eduard Stan. 2020. Knowledge Extraction with Interval Temporal Logic Decision Trees. In 27th International Symposium on Temporal Representation and Reasoning (TIME 2020). Schloss Dagstuhl-Leibniz-Zentrum f\u00fcr Informatik."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/SEAMS.2013.6595502"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10676-009-9187-9"},{"key":"e_1_3_2_1_52_1","volume-title":"A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management science 46, 2","author":"Venkatesh Viswanath","year":"2000","unstructured":"Viswanath Venkatesh and Fred D Davis . 2000. A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management science 46, 2 ( 2000 ), 186--204. Viswanath Venkatesh and Fred D Davis. 2000. A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management science 46, 2 (2000), 186--204."},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-44871-7_5"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1109\/SEAMS.2012.6224395"}],"event":{"name":"MODELS '22: ACM\/IEEE 25th International Conference on Model Driven Engineering Languages and Systems","location":"Montreal Quebec Canada","acronym":"MODELS '22","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering","Univ. of Montreal University of Montreal","IEEE CS"]},"container-title":["Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3550356.3561538","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3550356.3561538","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:49:10Z","timestamp":1750182550000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3550356.3561538"}},"subtitle":["towards enabling human-in-the-loop in self-adaptive systems"],"short-title":[],"issued":{"date-parts":[[2022,10,23]]},"references-count":54,"alternative-id":["10.1145\/3550356.3561538","10.1145\/3550356"],"URL":"https:\/\/doi.org\/10.1145\/3550356.3561538","relation":{},"subject":[],"published":{"date-parts":[[2022,10,23]]},"assertion":[{"value":"2022-11-09","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}