{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,8]],"date-time":"2025-11-08T17:53:36Z","timestamp":1762624416824,"version":"3.40.3"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030514167"},{"type":"electronic","value":"9783030514174"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-51417-4_5","type":"book-chapter","created":{"date-parts":[[2020,7,10]],"date-time":"2020-07-10T10:03:46Z","timestamp":1594375426000},"page":"85-105","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Using MATSim as a Component in Dynamic Agent-Based Micro-Simulations"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8369-8878","authenticated-orcid":false,"given":"Dhirendra","family":"Singh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6974-3318","authenticated-orcid":false,"given":"Lin","family":"Padgham","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2775-6898","authenticated-orcid":false,"given":"Kai","family":"Nagel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,7,11]]},"reference":[{"issue":"sup1","key":"5_CR1","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1080\/12265934.2017.1281150","volume":"21","author":"C Anda","year":"2017","unstructured":"Anda, C., Erath, A., Fourie, P.J.: Transport modelling in the age of big data. Int. J. Urban Sci. 21(sup1), 19\u201342 (2017). \nhttps:\/\/doi.org\/10.1080\/12265934.2017.1281150","journal-title":"Int. J. Urban Sci."},{"key":"5_CR2","doi-asserted-by":"publisher","first-page":"125","DOI":"10.3141\/1985-14","volume":"1985","author":"M Balmer","year":"2006","unstructured":"Balmer, M., Axhausen, K., Nagel, K.: A demand generation framework for large scale micro simulations. Transp. Res. Rec. 1985, 125\u2013134 (2006). \nhttps:\/\/doi.org\/10.3141\/1985-14","journal-title":"Transp. Res. Rec."},{"unstructured":"Balmer, M., Rieser, M., Vogel, A., Axhausen, K., Nagel, K.: Generating day plans using hourly origin-destination matrices. In: Bieger, T., Laesser, C., Maggi, R. (eds.) Jahrbuch 2004\/05 Schweizerische Verkehrswirtschaft, pp. 5\u201336, Schweizer Verkehrswissenschaftliche Gesellschaft (2005)","key":"5_CR3"},{"unstructured":"Batty, M.: Fifty years of urban modeling: macro-statics to micro-dynamics. In: The Dynamics of Complex Urban Systems: An Interdisciplinary Approach, Ascona\/Ticino, Switzerland, 4\u20136 November 2004, p. 27 (2004)","key":"5_CR4"},{"unstructured":"Bazzan, A., Amarante, M.D.B.D., Sommer, T., Benavides, A.J.: ITSUMO: an agent-based simulator for ITS applications. In: Rossetti, R., Liu, H., Tang, S. (eds.) Proceedings of the 4th Workshop on Artificial Transportation Systems and Simulation. IEEE, September 2010","key":"5_CR5"},{"doi-asserted-by":"publisher","unstructured":"Bouman, P., Lovric, M.: Rotterdam: revenue management in public transportation with smart-card data enabled agent-based simulations. In: Horni, A., Nagel, K., Axhausen, K.W. (eds.) The Multi-Agent Transport Simulation MATSim, chap. 81. Ubiquity, London (2016). \nhttps:\/\/doi.org\/10.5334\/baw","key":"5_CR6","DOI":"10.5334\/baw"},{"issue":"2","key":"5_CR7","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1177\/0049124113506405","volume":"44","author":"E Bruch","year":"2015","unstructured":"Bruch, E., Atwell, J.: Agent-based models in empirical social research. Sociol. Methods Res. 44(2), 186\u2013221 (2015)","journal-title":"Sociol. Methods Res."},{"issue":"6","key":"5_CR8","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1177\/003754979807100603","volume":"71","author":"JS Dahmann","year":"1998","unstructured":"Dahmann, J.S., Kuhl, F., Weatherly, R.: Standards for simulation: as simple as possible but not simpler: the high level architecture for simulation. Simulation 71(6), 378\u2013387 (1998)","journal-title":"Simulation"},{"doi-asserted-by":"crossref","unstructured":"Dobler, C., Nagel, K.: Within-day replanning. In: Horni, A., Nagel, K., Axhausen, K.W. (eds.) The Multi-Agent Transport Simulation MATSim, chap. 30, pp. 187\u2013200. Ubiquity Press, London (2016)","key":"5_CR9","DOI":"10.5334\/baw.30"},{"key":"5_CR10","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/3374.001.0001","volume-title":"Growing Artificial Societies","author":"J Epstein","year":"1996","unstructured":"Epstein, J., Axtell, R.: Growing Artificial Societies. MIT Press, Cambridge (1996)"},{"key":"5_CR11","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/3-7643-7363-6_13","volume-title":"Applications of Agent Technology in Traffic and Transportation, Whitestein Series in Software Agent Technologies and Autonomic Computing","author":"C Gloor","year":"2005","unstructured":"Gloor, C., Cavens, D., Nagel, K.: A message-based framework for real-world mobility simulations. In: Kl\u00fcgl, F., Bazzan, A., Ossowski, S. (eds.) Applications of Agent Technology in Traffic and Transportation, Whitestein Series in Software Agent Technologies and Autonomic Computing, pp. 193\u2013209. Birkh\u00e4user, Basel (2005). \nhttps:\/\/doi.org\/10.1007\/3-7643-7363-6_13"},{"unstructured":"Hamacher, H., Tjandra, S.: Mathematical modelling of evacuation problems: a state of art. Technical report, Fraunhofer ITWM (2001)","key":"5_CR12"},{"key":"5_CR13","doi-asserted-by":"publisher","DOI":"10.5334\/baw","volume-title":"The Multi-Agent Transport Simulation MATSim","year":"2016","unstructured":"Horni, A., Nagel, K., Axhausen, K.W. (eds.): The Multi-Agent Transport Simulation MATSim. Ubiquity, London (2016). \nhttps:\/\/doi.org\/10.5334\/baw"},{"key":"5_CR14","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1007\/978-1-4419-9725-8_26","volume-title":"Pedestrian and Evacuation Dynamics","author":"G L\u00e4mmel","year":"2011","unstructured":"L\u00e4mmel, G., Kl\u00fcpfel, H., Nagel, K.: Risk minimizing evacuation strategies under uncertainty. In: Peacock, R., Kuligowski, E., Averill, J. (eds.) Pedestrian and Evacuation Dynamics, pp. 287\u2013296. Springer, Berlin (2011). \nhttps:\/\/doi.org\/10.1007\/978-1-4419-9725-8_26"},{"unstructured":"Message Passing Interface (MPI) web page. \nhttps:\/\/www.mpi-forum.org\n\n. Accessed 2019","key":"5_CR15"},{"unstructured":"Nicolai, T.W., Nagel, K.: Coupling MATSim and UrbanSim: software design issues. SustainCity Working Paper 6.1, also VSP WP 10\u201313 (2010). \nhttp:\/\/www.vsp.tu-berlin.de\/publications","key":"5_CR16"},{"unstructured":"Padgham, L., Nagel, K., Singh, D., Chen, Q.: Integrating BDI agents into a MATSim simulation. In: ECAI 2014, pp. 681\u2013686. IOS Press, Prague (2014)","key":"5_CR17"},{"doi-asserted-by":"crossref","unstructured":"Padgham, L., Singh, D.: Making MATSim agents smarter with the Belief-Desire-Intention framework. In: Horni, A., Nagel, K., Axhausen, K.W. (eds.) The Multi-Agent Transport Simulation MATSim, chap. 31, pp. 201\u2013210. Ubiquity Press, London (2016)","key":"5_CR18","DOI":"10.5334\/baw.31"},{"key":"5_CR19","doi-asserted-by":"publisher","DOI":"10.1002\/0470861223","volume-title":"Developing Intelligent Agent Systems: A practical guide. Wiley Series in Agent Technology","author":"L Padgham","year":"2004","unstructured":"Padgham, L., Winikoff, M.: Developing Intelligent Agent Systems: A practical guide. Wiley Series in Agent Technology. Wiley, Hoboken (2004)"},{"unstructured":"Protocol Buffers Web. \nhttps:\/\/developers.google.com\/protocol-buffers\/\n\n. Accessed 2015","key":"5_CR20"},{"key":"5_CR21","doi-asserted-by":"publisher","first-page":"10","DOI":"10.3141\/2021-02","volume":"2021","author":"M Rieser","year":"2007","unstructured":"Rieser, M., Nagel, K., Beuck, U., Balmer, M., R\u00fcmenapp, J.: Truly agent-oriented coupling of an activity-based demand generation with a multi-agent traffic simulation. Transp. Res. Rec. 2021, 10\u201317 (2007). \nhttps:\/\/doi.org\/10.3141\/2021-02","journal-title":"Transp. Res. Rec."},{"key":"5_CR22","volume-title":"Artificial Intelligence - A Modern Approach","author":"SJ Russel","year":"2010","unstructured":"Russel, S.J., Norvig, P.: Artificial Intelligence - A Modern Approach, 3rd edn. Pearson Education, Upper Saddle River (2010)","edition":"3"},{"unstructured":"Singh, D., Padgham, L.: OpenSim: a framework for integrating agent-based models and simulation components. In: ECAI 2014, pp. 837\u2013842. IOS Press, Prague (2014)","key":"5_CR23"},{"doi-asserted-by":"publisher","unstructured":"Singh, D., Padgham, L.: Emergency Evacuation Simulator (EES) - a tool for planning community evacuations in Australia. In: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence Organization, pp. 5249\u20135251, Melbourne, August 2017. \nhttps:\/\/doi.org\/10.24963\/ijcai.2017\/780","key":"5_CR24","DOI":"10.24963\/ijcai.2017\/780"},{"issue":"6","key":"5_CR25","doi-asserted-by":"publisher","first-page":"1050","DOI":"10.1007\/s10458-016-9332-x","volume":"30","author":"D Singh","year":"2016","unstructured":"Singh, D., Padgham, L., Logan, B.: Integrating BDI agents with agent-based simulation platforms. Auton. Agent. Multi-Agent Syst. 30(6), 1050\u20131071 (2016). \nhttps:\/\/doi.org\/10.1007\/s10458-016-9332-x","journal-title":"Auton. Agent. Multi-Agent Syst."},{"doi-asserted-by":"crossref","unstructured":"Strauch, D., et al.: Linking Transport and Land Use Planning: The Microscopic Dynamic Simulation Model ILUMASS, chap. 20, pp. 295\u2013311. CRC Press, Boca Raton (2005)","key":"5_CR26","DOI":"10.1201\/9781420038101.ch20"},{"unstructured":"W3C: eXtensible Markup Language (XML). World Wide Web Consortium (W3C) (2008). \nwww.w3.org\/XML","key":"5_CR27"},{"unstructured":"Waddell, P., \u0160ev\u010d\u00edkov\u00e1, H., Socha, D., Miller, E., Nagel, K.: OPUS: an open platform for urban simulation. In: 9th Conference on Computers in Urban Planning and Urban Management (CUPUM), vol. 428, University College London, UK (2005). \nhttp:\/\/128.40.111.250\/cupum\/searchpapers\/detail.asp?pID=428","key":"5_CR28"},{"issue":"1","key":"5_CR29","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1023\/A:1022049000877","volume":"3","author":"P Waddell","year":"2003","unstructured":"Waddell, P., Borning, A., Noth, M., Freier, N., Becke, M., Ulfarsson, G.: Microsimulation of urban development and location choices: design and implementation of urbansim. Netw. Spat. Econ. 3(1), 43\u201367 (2003)","journal-title":"Netw. Spat. Econ."},{"unstructured":"Weiss, G. (ed.): Multiagent Systems. A Modern Approach to Distributed Artificial Intelligence. The MIT Press (1999)","key":"5_CR30"},{"key":"5_CR31","doi-asserted-by":"publisher","first-page":"468","DOI":"10.1016\/j.procs.2015.05.017","volume":"52","author":"M Zilske","year":"2015","unstructured":"Zilske, M., Nagel, K.: A simulation-based approach for constructing all-day travel chains from mobile phone data. Procedia Comput. Sci. 52, 468\u2013475 (2015). \nhttps:\/\/doi.org\/10.1016\/j.procs.2015.05.017","journal-title":"Procedia Comput. Sci."}],"container-title":["Lecture Notes in Computer Science","Engineering Multi-Agent Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-51417-4_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,7,10]],"date-time":"2020-07-10T10:24:58Z","timestamp":1594376698000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-51417-4_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030514167","9783030514174"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-51417-4_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"11 July 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"EMAS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Engineering Multi-Agent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Montreal, QC","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 May 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 May 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"emas2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/cgi.csc.liv.ac.uk\/~lad\/emas2019\/index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-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":"20","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":"0","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":"65% - 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":"1","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)"}}]}}