{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T18:48:58Z","timestamp":1782499738915,"version":"3.54.5"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032299239","type":"print"},{"value":"9783032299246","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-29924-6_26","type":"book-chapter","created":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T18:04:52Z","timestamp":1782497092000},"page":"333-341","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Modelling Human Optimal Seeking Behaviour During Evaluation of Process Models with Subjective Complexity"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2964-4371","authenticated-orcid":false,"given":"Ashish Tara Shivakumar","family":"Ireddy","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leonid A.","family":"Beloglazov","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8828-4615","authenticated-orcid":false,"given":"Sergey V.","family":"Kovalchuk","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,6,27]]},"reference":[{"key":"26_CR1","unstructured":"Callaway, F., et al.: Human planning as optimal information seeking. Manuscript in prep. (2021)"},{"key":"26_CR2","doi-asserted-by":"crossref","unstructured":"Ireddy, A.T.S., Kovalchuk, S.V.: Analysis of internal and external context in clinical decision scenarios with expert feedback. In: International Conference on Intelligent Information Technologies for Industry, pp. 301\u2013313. Springer (2025)","DOI":"10.1007\/978-3-032-13612-1_27"},{"key":"26_CR3","doi-asserted-by":"crossref","unstructured":"Ireddy, A.T., Ionov, M.V., Beloglazov, L.A., Zatsepina, E.A., Kovalchuk, S.V.: Evaluating perceived complexity of process models from a targeted survey of healthcare domain specialists. In: International Conference on Mathematical Modeling and Supercomputer Technologies, pp. 43\u201358. Springer (2024)","DOI":"10.1007\/978-3-031-80457-1_4"},{"issue":"6","key":"26_CR4","doi-asserted-by":"publisher","first-page":"295","DOI":"10.3390\/a16060295","volume":"16","author":"AT Ireddy","year":"2023","unstructured":"Ireddy, A.T., Kovalchuk, S.V.: An experimental outlook on quality metrics for process modelling: a systematic review & meta analysis. Algorithms 16(6), 295 (2023)","journal-title":"Algorithms"},{"key":"26_CR5","unstructured":"Kovalchuk, S., Ireddy, A.T.S.: Prediction of users perceptional state for human-centric decision support systems in complex domains through implicit cognitive state modeling. In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol. 46 (2024)"},{"key":"26_CR6","doi-asserted-by":"crossref","unstructured":"Kulich, M., Krajn\u00edk, T., et\u00a0al.: To explore or to exploit? Learning humans\u2019 behaviour to maximize interactions with them. In: International Workshop on Modelling & Simulation for Autonomous Systems, pp. 48\u201363. Springer (2016)","DOI":"10.1007\/978-3-319-47605-6_5"},{"issue":"19","key":"26_CR7","doi-asserted-by":"publisher","first-page":"1831","DOI":"10.1080\/10447318.2019.1574097","volume":"35","author":"X Lyu","year":"2019","unstructured":"Lyu, X., Li, Z.: Predictors for human performance in information seeking, information integration, and overall process in diagnostic tasks. Int. J. Hum.-Comput. Interact. 35(19), 1831\u20131841 (2019)","journal-title":"Int. J. Hum.-Comput. Interact."},{"key":"26_CR8","unstructured":"Rentschler, M., Roberts, J.: Exploitation is all you need... for exploration. arXiv preprint arXiv:2508.01287 (2025)"},{"key":"26_CR9","doi-asserted-by":"crossref","unstructured":"Torabi, F., Warnell, G., Stone, P.: Behavioral cloning from observation. arXiv preprint arXiv:1805.01954 (2018)","DOI":"10.24963\/ijcai.2018\/687"},{"key":"26_CR10","unstructured":"Ziebart, B.D., Maas, A.L., Bagnell, J.A., et\u00a0al.: Maximum entropy inverse reinforcement learning. In: AAAI, Chicago, IL, USA, vol.\u00a08, pp. 1433\u20131438 (2008)"}],"container-title":["Lecture Notes in Computer Science","Computational Science \u2013 ICCS 2026"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-29924-6_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T18:04:57Z","timestamp":1782497097000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-29924-6_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032299239","9783032299246"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-29924-6_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"27 June 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hamburg","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 June 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 July 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccs-computsci2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.iccs-meeting.org\/iccs2026\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}