{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T20:45:08Z","timestamp":1754599508167,"version":"3.40.3"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030802523"},{"type":"electronic","value":"9783030802530"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-80253-0_2","type":"book-chapter","created":{"date-parts":[[2021,6,26]],"date-time":"2021-06-26T17:02:37Z","timestamp":1624726957000},"page":"14-26","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Learning Behavioral Rules from Multi-Agent Simulations for Optimizing Hospital Processes"],"prefix":"10.1007","author":[{"given":"Daan","family":"Apeldoorn","sequence":"first","affiliation":[]},{"given":"Lars","family":"Hadidi","sequence":"additional","affiliation":[]},{"given":"Torsten","family":"Panholzer","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,6,27]]},"reference":[{"key":"2_CR1","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"180","DOI":"10.1007\/978-3-642-40776-5_17","volume-title":"Multiagent System Technologies","author":"D Apeldoorn","year":"2013","unstructured":"Apeldoorn, D.: AbstractSwarm \u2013 a generic graphical modeling language for multi-agent systems. In: Klusch, M., Thimm, M., Paprzycki, M. (eds.) MATES 2013. LNCS (LNAI), vol. 8076, pp. 180\u2013192. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-40776-5_17"},{"key":"2_CR2","unstructured":"Apeldoorn, D., Kern-Isberner, G.: When should learning agents switch to explicit knowledge? In: 2nd Global Conference on Artificial Intelligence. EPiC Series in Computing, GCAI 2016, vol. 41, pp. 174\u2013186. EasyChair Publications (2016)"},{"key":"2_CR3","unstructured":"Apeldoorn, D., Kern-Isberner, G.: Towards an understanding of what is learned: extracting multi-abstraction-level knowledge from learning agents. In: Rus, V., Markov, Z. (eds.) Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, pp. 764\u2013767. AAAI Press, Palo Alto (2017)"},{"key":"2_CR4","unstructured":"Beierle, C., Kern-Isberner, G.: Methoden wissensbasierter Systeme - Grundlagen, Algorithmen, Anwendungen (4. Auflage). Vieweg+Teubner (2008)"},{"key":"2_CR5","unstructured":"Borgida, A., Etherington, D.W.: Hierarchical knowledge bases and efficient disjunctive reasoning. In: Brachman, R.J., Levesque, H.J., Reiter, R. (eds.) Proceedings of the First International Conference on Principles of Knowledge Representation and Reasoning, pp. 33\u201343. Morgan Kaufmann Publishers Inc., San Francisco (1989)"},{"issue":"12","key":"2_CR6","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1145\/2043174.2043195","volume":"54","author":"G Brewka","year":"2011","unstructured":"Brewka, G., Eiter, T.: Truszczy\u0144ski: answer set programming at a glance. Commun. ACM 54(12), 92\u2013103 (2011)","journal-title":"Commun. ACM"},{"issue":"3","key":"2_CR7","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1007\/s13218-013-0258-z","volume":"27","author":"R Junges","year":"2013","unstructured":"Junges, R., Kl\u00fcgl, F.: Learning tools for agent-based modeling and simulation. KI - K\u00fcnstliche Intelligenz 27(3), 273\u2013280 (2013)","journal-title":"KI - K\u00fcnstliche Intelligenz"},{"key":"2_CR8","unstructured":"Kr\u00fcger, C., Apeldoorn, D., Kern-Isberner, G.: Comparing answer set programming and hierarchical knowledge bases regarding comprehensibility and reasoning efficiency in the context of agents. In: Proceedings of the 30th International Workshop on Qualitative Reasoning (QR 2017) at International Joint Conference on Artificial Intelligence (IJCAI 2017) in Melbourne, Australia. Northwestern University, Evanston (2017)"},{"key":"2_CR9","unstructured":"Kuhn, I.: Heuristische optimierung durch menschliche intuition - das beste aus zwei welten. In: Becker, M. (ed.) SKILL 2019 - Studierendenkonferenz Informatik, pp. 97\u2013108. Gesellschaft f\u00fcr Informatik e. V. (2019)"},{"key":"2_CR10","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-2361-4","volume-title":"Scheduling: Theory, Algorithms, and Systems","author":"M Pinedo","year":"2012","unstructured":"Pinedo, M.: Scheduling: Theory, Algorithms, and Systems. Springer, New York (2012). https:\/\/doi.org\/10.1007\/978-1-4614-2361-4"}],"container-title":["Lecture Notes in Computer Science","Multi-disciplinary Trends in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-80253-0_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,7,30]],"date-time":"2021-07-30T08:05:31Z","timestamp":1627632331000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-80253-0_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030802523","9783030802530"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-80253-0_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"27 June 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MIWAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Multi-disciplinary Trends in Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 July 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"miwai2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/khamreang.msu.ac.th\/miwai20\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"33","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"13","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"39% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}