{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T16:01:04Z","timestamp":1774713664438,"version":"3.50.1"},"reference-count":54,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2014,10,18]],"date-time":"2014-10-18T00:00:00Z","timestamp":1413590400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Process Lett"],"published-print":{"date-parts":[[2015,8]]},"DOI":"10.1007\/s11063-014-9390-5","type":"journal-article","created":{"date-parts":[[2014,10,17]],"date-time":"2014-10-17T14:48:50Z","timestamp":1413557330000},"page":"89-118","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization"],"prefix":"10.1007","volume":"42","author":[{"given":"N.","family":"S\u00e1nchez-Maro\u00f1o","sequence":"first","affiliation":[]},{"given":"A.","family":"Alonso-Betanzos","sequence":"additional","affiliation":[]},{"given":"O.","family":"Fontenla-Romero","sequence":"additional","affiliation":[]},{"given":"C.","family":"Brinquis-N\u00fa\u00f1ez","sequence":"additional","affiliation":[]},{"given":"J. G.","family":"Polhill","sequence":"additional","affiliation":[]},{"given":"T.","family":"Craig","sequence":"additional","affiliation":[]},{"given":"A.","family":"Dumitru","sequence":"additional","affiliation":[]},{"given":"R.","family":"Garc\u00eda-Mira","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,10,18]]},"reference":[{"key":"9390_CR1","unstructured":"Amouroux E, Taillandier P, Drogoul A, et al (2010) Complex environment representation in epidemiology ABM: application on H5N1 propagation. J Sci Technol 13\u201325"},{"issue":"2","key":"9390_CR2","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1016\/j.trb.2008.05.007","volume":"43","author":"TA Arentze","year":"2009","unstructured":"Arentze TA, Timmermans HJ (2009) A need-based model of multi-day, multi-person activity generation. Transp Res B 43(2):251\u2013265","journal-title":"Transp Res B"},{"issue":"1","key":"9390_CR3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1093\/aje\/kwn118","volume":"168","author":"AH Auchincloss","year":"2008","unstructured":"Auchincloss AH, Roux Diez AV (2008) A new tool for epidemiology: the usefulness of dynamic-agent models in understanding place effects on health. Am J Epidemiol 168(1):1\u20138","journal-title":"Am J Epidemiol"},{"issue":"04","key":"9390_CR4","doi-asserted-by":"crossref","first-page":"1095","DOI":"10.2307\/1960858","volume":"80","author":"R Axelrod","year":"1986","unstructured":"Axelrod R (1986) An evolutionary approach to norms. Am Polit Sci Rev 80(04):1095\u20131111","journal-title":"Am Polit Sci Rev"},{"issue":"4","key":"9390_CR5","doi-asserted-by":"crossref","first-page":"506","DOI":"10.1061\/(ASCE)CP.1943-5487.0000158","volume":"26","author":"E Azar","year":"2011","unstructured":"Azar E, Menassa CC (2011) Agent-based modeling of occupants and their impact on energy use in commercial buildings. J Comput Civil Eng 26(4):506\u2013518","journal-title":"J Comput Civil Eng"},{"issue":"1","key":"9390_CR6","first-page":"115","volume":"9","author":"A Bazghandi","year":"2012","unstructured":"Bazghandi A (2012) Techniques, advantages and problems of agent based modeling for traffic simulation. Int J Comput Sci 9(1):115\u2013119","journal-title":"Int J Comput Sci"},{"issue":"3","key":"9390_CR7","first-page":"7","volume":"11","author":"N Bergman","year":"2008","unstructured":"Bergman N, Haxeltine A, Whitmarsh L, K\u00f6hler J, Schilperoord M, Rotmans J (2008) Modelling socio-technical transition patterns and pathways. J Artif Soc Soc Simul 11(3):7","journal-title":"J Artif Soc Soc Simul"},{"key":"9390_CR8","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/j.ins.2014.05.042","volume":"282","author":"V Bol\u00f3n-Canedo","year":"2014","unstructured":"Bol\u00f3n-Canedo V, S\u00e1nchez-Maro\u00f1o N, Alonso-Betanzos A, Ben\u00edtez J, Herrera F (2014) A review of microarray datasets and applied feature selection methods. Inf Sci 282:111\u2013135","journal-title":"Inf Sci"},{"key":"9390_CR9","doi-asserted-by":"crossref","unstructured":"Borrill PL, Tesfatsion L (2011) Agent-based modeling: the right mathematics for the social sciences? In: The Elgar companion to recent economic methodology. p 228","DOI":"10.4337\/9780857938077.00018"},{"key":"9390_CR10","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4020-4989-7","volume-title":"Identities at work","author":"A Brown","year":"2007","unstructured":"Brown A, Kirpal S, Rauner F et al (2007) Identities at work, vol 5. Springer, Dordrecht"},{"issue":"6","key":"9390_CR11","doi-asserted-by":"crossref","first-page":"1015","DOI":"10.1037\/0022-3514.58.6.1015","volume":"58","author":"RB Cialdini","year":"1990","unstructured":"Cialdini RB, Reno RR, Kallgren CA (1990) A focus theory of normative conduct: recycling the concept of norms to reduce littering in public places. J Pers Soc Psychol 58(6):1015","journal-title":"J Pers Soc Psychol"},{"key":"9390_CR12","unstructured":"Commission to the European Parliament: Mainstreaming sustainable development into EU policies: 2009 review of the european union strategy for sustainable development (2009). http:\/\/eur-lex.europa.eu\/legal-content\/EN\/TXT\/?uri=CELEX:52009DC0400 . Accesses Sept 2014"},{"key":"9390_CR13","unstructured":"European Commission: What is EU doing about climate change? http:\/\/ec.europa.eu\/clima\/policies\/brief\/eu\/index_en.htm . Accessed Sept 2014"},{"key":"9390_CR14","unstructured":"Fayyad U, Irani K (1993) Multi-interval discretization of continuous-valued attributes for classification learning. In: Thirteenth international joint conference on articial intelligence, pp 1022\u20131027"},{"issue":"9","key":"9390_CR15","doi-asserted-by":"crossref","first-page":"1237","DOI":"10.1007\/s10980-009-9378-0","volume":"24","author":"CM Fontaine","year":"2009","unstructured":"Fontaine CM, Rounsevell MD (2009) An agent-based approach to model future residential pressure on a regional landscape. Landscape Ecol 24(9):1237\u20131254","journal-title":"Landscape Ecol"},{"key":"9390_CR16","volume-title":"Agent-based models","author":"N Gilbert","year":"2007","unstructured":"Gilbert N (2007) Agent-based models. SAGE Publications, University of Surrey, Guildford"},{"key":"9390_CR17","doi-asserted-by":"crossref","unstructured":"Gotts NM, Polhill G (2014) Combining diverse data sources for CEDSS, an agent-based model of domestic energy demand. Struct Dyn: eJ Anthropol Relat Sci 7(1)","DOI":"10.5070\/SD971019009"},{"key":"9390_CR18","unstructured":"Groot JIMd (2008) Mean or green? Value orientations, morality and prosocial behaviour. Ph.D. thesis, University of Groningen"},{"key":"9390_CR19","first-page":"1157","volume":"3","author":"I Guyon","year":"2003","unstructured":"Guyon I, Elisseeff A (2003) An introduction to variable and feature selection. J Mach Learn Res 3:1157\u20131182","journal-title":"J Mach Learn Res"},{"issue":"3","key":"9390_CR20","doi-asserted-by":"crossref","first-page":"1083","DOI":"10.1016\/j.enpol.2008.11.003","volume":"37","author":"P Haan de","year":"2009","unstructured":"de Haan P, Mueller MG, Scholz RW (2009) How much do incentives affect car purchase? Agent-based microsimulation of consumer choice of new carspart ii: Forecasting effects of feebates based on energy-efficiency. Energy Policy 37(3):1083\u20131094","journal-title":"Energy Policy"},{"key":"9390_CR21","doi-asserted-by":"crossref","unstructured":"Hall M, Frank E, Holmes, G, Pfahringer B, Reutemann P, Witten IH (2009) The WEKA data mining software: an update. SIGKDD Explorations 11(1). http:\/\/www.cs.waikato.ac.nz\/ml\/weka\/ . Accessed Sept 2014","DOI":"10.1145\/1656274.1656278"},{"key":"9390_CR22","unstructured":"Hall MA (1999) Correlation-based feature selection for machine learning. Ph.D. thesis, University of Waikato, Hamilton, New Zealand"},{"issue":"4","key":"9390_CR23","first-page":"78","volume":"12","author":"L Hamill","year":"2010","unstructured":"Hamill L, Gilbert N (2010) Simulating large social networks in agent-based models: a social circle model. Emergence: Complexity and Organ 12(4):78\u201394","journal-title":"Emergence: Complexity and Organ"},{"issue":"2","key":"9390_CR24","doi-asserted-by":"crossref","first-page":"6","DOI":"10.18564\/jasss.1750","volume":"14","author":"CD Hollander","year":"2011","unstructured":"Hollander CD, Wu AS (2011) The current state of normative agent-based systems. J Artif Soc Soc Simul 14(2):6","journal-title":"J Artif Soc Soc Simul"},{"key":"9390_CR25","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1080\/13504500009470049","volume":"74","author":"J Holmberg","year":"2000","unstructured":"Holmberg J, Rob\u00e8rt KH (2000) Backcasting from non-overlapping sustainability principles: a framework for strategic planning. Int J Sustain Dev World Ecol 74:291\u2013308","journal-title":"Int J Sustain Dev World Ecol"},{"issue":"1","key":"9390_CR26","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1111\/j.1540-4560.2007.00498.x","volume":"63","author":"W Jager","year":"2007","unstructured":"Jager W, Mosler HJ (2007) Simulating human behavior for understanding and managing environmental resource use. J Soc Issues 63(1):97\u2013116","journal-title":"J Soc Issues"},{"key":"9390_CR27","unstructured":"Janssen MA, Ostrom E (2006) Empirically based, agent-based models. Ecol Soc 11(2:37). http:\/\/www.ecologyandsociety.org\/vol11\/iss2\/art37\/ . Accessed Sept 2014"},{"issue":"4","key":"9390_CR28","doi-asserted-by":"crossref","first-page":"046132","DOI":"10.1103\/PhysRevE.64.046132","volume":"64","author":"EM Jin","year":"2001","unstructured":"Jin EM, Girvan M, Newman ME (2001) Structure of growing social networks. Phys Rev E 64(4):046132","journal-title":"Phys Rev E"},{"issue":"12","key":"9390_CR29","doi-asserted-by":"crossref","first-page":"2985","DOI":"10.1016\/j.ecolecon.2009.06.027","volume":"68","author":"J K\u00f6hler","year":"2009","unstructured":"K\u00f6hler J, Whitmarsh L, Nykvist B, Schilperoord M, Bergman N, Haxeltine A (2009) A transitions model for sustainable mobility. Ecol Econ 68(12):2985\u20132995","journal-title":"Ecol Econ"},{"key":"9390_CR30","first-page":"47","volume":"15","author":"RC Liden","year":"1997","unstructured":"Liden RC, Sparrowe RT, Wayne SJ (1997) Leader\u2013member exchange theory: the past and potential for the future. Res Pers Hum Resour Manag 15:47\u2013119","journal-title":"Res Pers Hum Resour Manag"},{"key":"9390_CR31","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1057\/jos.2010.3","volume":"4","author":"C Macal","year":"2010","unstructured":"Macal C, North M (2010) Tutorial on agent-based modelling and simulation. J Simul 4:151\u2013162","journal-title":"J Simul"},{"key":"9390_CR32","unstructured":"MacQueen JB (1967) Some methods for classification and analysis of multivariate observations. In: Proceedings of 5th Berkeley symposium on mathematical statistics and probability. University of California Press, pp 281\u2013297"},{"issue":"6","key":"9390_CR33","doi-asserted-by":"crossref","first-page":"874","DOI":"10.3758\/BF03196866","volume":"32","author":"CR McKenzie","year":"2004","unstructured":"McKenzie CR (2004) Framing effects in inference tasks\u2014and why they are normatively defensible. Mem Cogn 32(6):874\u2013885","journal-title":"Mem Cogn"},{"issue":"1","key":"9390_CR34","doi-asserted-by":"crossref","first-page":"121","DOI":"10.2307\/2667127","volume":"46","author":"A Mehra","year":"2001","unstructured":"Mehra A, Kilduff M, Brass DJ (2001) The social networks of high and low self-monitors: implications for workplace performance. Adm Sci Q 46(1):121\u2013146","journal-title":"Adm Sci Q"},{"key":"9390_CR35","first-page":"125","volume-title":"The simulation of social psychological theories","author":"HJ Mosler","year":"2001","unstructured":"Mosler HJ, Brucks W (2001) The simulation of social psychological theories. Cooperative Agents. Applications in the, Social Sciences pp, pp 125\u2013147"},{"issue":"4","key":"9390_CR36","doi-asserted-by":"crossref","first-page":"805","DOI":"10.1016\/j.jenvman.2007.04.013","volume":"88","author":"HJ Mosler","year":"2008","unstructured":"Mosler HJ, Martens T (2008) Designing environmental campaigns by using agent-based simulations: strategies for changing environmental attitudes. J Environ Manag 88(4):805\u2013816","journal-title":"J Environ Manag"},{"issue":"6","key":"9390_CR37","doi-asserted-by":"crossref","first-page":"860","DOI":"10.2307\/20159627","volume":"47","author":"H Oh","year":"2004","unstructured":"Oh H, Chung M, Labianca G (2004) Group social capital and group effectiveness: the role of informal socializing ties. Acad Manag J 47(6):860\u2013875","journal-title":"Acad Manag J"},{"key":"9390_CR38","doi-asserted-by":"crossref","unstructured":"Parunak HVD, Savit R, Riolo RL (1998) Agent-based modeling vs. equation-based modeling: a case study and users guide. In: Multi-agent systems and agent-based simulation. Springer, Heidelberg, pp 10\u201325","DOI":"10.1007\/10692956_2"},{"key":"9390_CR39","unstructured":"Polhill G, Gotts N, S\u00e1nchez-Maro\u00f1o N, Pignotti E, Fontenla-Romero O, Rodr\u00edguez-Garc\u00eda M, Alonso-Betanzos A, Edwards P, Craig T (2012) An ontology-based design for modelling case studies of everyday proenvironmental behaviour in the workplace. In: Proceedings of international congress on environmental modelling and software managing resources of a limited planet. Leipzig, Germany"},{"key":"9390_CR40","volume-title":"C4.5: programs for machine learning","author":"JR Quinlan","year":"1993","unstructured":"Quinlan JR (1993) C4.5: programs for machine learning. Morgan Kaufmann Publishers Inc., San Francisco"},{"key":"9390_CR41","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0065-2601(08)60281-6","volume":"25","author":"SH Schwartz","year":"1992","unstructured":"Schwartz SH (1992) Universals in the content and structures of values: theoretical advances and empirical tests in 20 countries. Adv Exp Psychol 25:1\u201365","journal-title":"Adv Exp Psychol"},{"issue":"2","key":"9390_CR42","doi-asserted-by":"crossref","first-page":"316","DOI":"10.2307\/3069458","volume":"44","author":"RT Sparrowe","year":"2001","unstructured":"Sparrowe RT, Liden RC, Wayne SJ, Kraimer ML (2001) Social networks and the performance of individuals and groups. Acad Manag J 44(2):316\u2013325","journal-title":"Acad Manag J"},{"key":"9390_CR43","doi-asserted-by":"crossref","unstructured":"Steg L, De Groot JI (2012) Environmental values. In: The Oxford handbook of environmental and conservation psychology. Oxford University Press","DOI":"10.1093\/oxfordhb\/9780199733026.013.0005"},{"issue":"2","key":"9390_CR44","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1177\/0013916512454730","volume":"46","author":"L Steg","year":"2012","unstructured":"Steg L, Perlaviciute G, Van der Werff E, Lurvink J (2012) The significance of hedonic values for environmentally relevant attitudes, preferences, and actions. Environ Behav 46(2):163\u2013192. doi: 10.1177\/0013916512454730","journal-title":"Environ Behav"},{"key":"9390_CR45","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/7682.001.0001","volume-title":"The art of agent-oriented modeling","author":"L Sterling","year":"2009","unstructured":"Sterling L, Taveter K (2009) The art of agent-oriented modeling. Massachusets Institute of Technology, Cambridge"},{"issue":"2","key":"9390_CR46","first-page":"81","volume":"6","author":"PC Stern","year":"1999","unstructured":"Stern PC, Dietz T, Abel T, Guagnano GA, Kalof L (1999) A value-belief-norm theory of support for social movements: the case of environmentalism. Hum Ecol Rev 6(2):81\u201398","journal-title":"Hum Ecol Rev"},{"issue":"3","key":"9390_CR47","first-page":"2","volume":"3","author":"P Tucker","year":"2000","unstructured":"Tucker P, Fletcher I (2000) Simulating household waste management behaviours part 2: home composting. J Artif Soc Soc Simul 3(3):2","journal-title":"J Artif Soc Soc Simul"},{"issue":"3","key":"9390_CR48","first-page":"3","volume":"2","author":"P Tucker","year":"1999","unstructured":"Tucker P, Smith D (1999) Simulating household waste management behaviour. J Artif Soc Soc Simul 2(3):3","journal-title":"J Artif Soc Soc Simul"},{"key":"9390_CR49","doi-asserted-by":"crossref","unstructured":"Vig NJ, Axelrod RS (1999) The global environment: institutions law and policy, earthscan","DOI":"10.1177\/014459879901700519"},{"key":"9390_CR50","doi-asserted-by":"crossref","unstructured":"Wang C, Ge J, Xu X (2009) Analysis of air traffic flow control through agent-based modeling and simulation. In: Proceedings of the 2009 international conference on computer modeling and simulation, IEEE Computer Society, pp 286\u2013290","DOI":"10.1109\/ICCMS.2009.38"},{"issue":"1","key":"9390_CR51","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1109\/MCAS.2003.1228503","volume":"3","author":"XF Wang","year":"2003","unstructured":"Wang XF, Chen G (2003) Complex networks: small-world, scale-free and beyond. Circuits Syst Mag 3(1):6\u201320","journal-title":"Circuits Syst Mag"},{"key":"9390_CR52","doi-asserted-by":"crossref","unstructured":"Wunder M, Suri S, Watts D (2013) Empirical agent models of cooperation in public goods games. In: 14th ACM conference on electronic commerce","DOI":"10.1145\/2492002.2482586"},{"key":"9390_CR53","doi-asserted-by":"crossref","unstructured":"Yang Y, Webb G (2001) Proportional k-interval discretization for naive-Bayes classifiers. In: Proceedings of the 12th European conference on machine learning (ECML), pp 564\u2013575","DOI":"10.1007\/3-540-44795-4_48"},{"issue":"8","key":"9390_CR54","doi-asserted-by":"crossref","first-page":"912","DOI":"10.1016\/j.jbusres.2007.02.006","volume":"60","author":"T Zhang","year":"2007","unstructured":"Zhang T, Zhang D (2007) Agent-based simulation of consumer purchase decision-making and the decoy effect. J Bus Res 60(8):912\u2013922","journal-title":"J Bus Res"}],"container-title":["Neural Processing Letters"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-014-9390-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11063-014-9390-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-014-9390-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,20]],"date-time":"2022-04-20T02:58:13Z","timestamp":1650423493000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11063-014-9390-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,10,18]]},"references-count":54,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2015,8]]}},"alternative-id":["9390"],"URL":"https:\/\/doi.org\/10.1007\/s11063-014-9390-5","relation":{},"ISSN":["1370-4621","1573-773X"],"issn-type":[{"value":"1370-4621","type":"print"},{"value":"1573-773X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,10,18]]}}}