{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T00:59:44Z","timestamp":1771635584683,"version":"3.50.1"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319947785","type":"print"},{"value":"9783319947792","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-94779-2_31","type":"book-chapter","created":{"date-parts":[[2018,6,19]],"date-time":"2018-06-19T06:19:57Z","timestamp":1529389197000},"page":"360-370","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Multi-agents for Simulate Preferences of Students in LO Selection"],"prefix":"10.1007","author":[{"given":"Luis Felipe","family":"Londo\u00f1o","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"N\u00e9stor Dar\u00edo","family":"Duque-M\u00e9ndez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valentina","family":"Tabares-Morales","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,6,20]]},"reference":[{"key":"31_CR1","first-page":"107","volume":"11","author":"RD Mac\u00edas","year":"2009","unstructured":"Mac\u00edas, R.D.: \u00bfQu\u00e9 materiales did\u00e1cticos seleccionar y cu\u00e1ndo? TINKUY 11, 107\u2013119 (2009)","journal-title":"TINKUY"},{"issue":"4","key":"31_CR2","doi-asserted-by":"publisher","first-page":"571","DOI":"10.1007\/s10462-015-9440-z","volume":"44","author":"A Kla\u0161nja-Mili\u0107evi\u0107","year":"2015","unstructured":"Kla\u0161nja-Mili\u0107evi\u0107, A., Ivanovi\u0107, M., Nanopoulos, A.: Recommender systems in e-learning environments: a survey of the state-of-the-art and possible extensions. Artif. Intell. Rev. 44(4), 571\u2013604 (2015)","journal-title":"Artif. Intell. Rev."},{"key":"31_CR3","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/j.knosys.2013.04.012","volume":"48","author":"M Salehi","year":"2013","unstructured":"Salehi, M., Kamalabadi, I.N.: Hybrid recommendation approach for learning material based on sequential pattern of the accessed material and the learner\u2019s preference tree. Knowl.-Based Syst. 48, 57\u201369 (2013)","journal-title":"Knowl.-Based Syst."},{"issue":"2","key":"31_CR4","doi-asserted-by":"publisher","first-page":"292","DOI":"10.1016\/j.compedu.2008.08.008","volume":"52","author":"A Holzinger","year":"2009","unstructured":"Holzinger, A., Kickmeier-Rust, M.D., Wassertheurer, S., Hessinger, M.: Learning performance with interactive simulations in medical education: lessons learned from results of learning complex physiological models with the HAEMOdynamics SIMulator. Comput. Educ. 52(2), 292\u2013301 (2009)","journal-title":"Comput. Educ."},{"issue":"2","key":"31_CR5","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1111\/j.1464-410X.2012.11270.x","volume":"111","author":"H Abboudi","year":"2013","unstructured":"Abboudi, H., Khan, M.S., Aboumarzouk, O., Guru, K.A., Challacombe, B., Dasgupta, P., Ahmed, K.: Current status of validation for robotic surgery simulators a systematic review. BJU Int. 111(2), 194\u2013205 (2013)","journal-title":"BJU Int."},{"issue":"5","key":"31_CR6","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1097\/00024665-200209000-00013","volume":"20","author":"P Ravert","year":"2002","unstructured":"Ravert, P.: An integrative review of computer-based simulation in the education process. Comput. Inform. Nurs. 20(5), 203\u2013208 (2002)","journal-title":"Comput. Inform. Nurs."},{"issue":"5","key":"31_CR7","doi-asserted-by":"publisher","first-page":"935","DOI":"10.1142\/S0219622012500277","volume":"11","author":"J Garcia","year":"2012","unstructured":"Garcia, J., Borrajo, F., Fernandez, F.: Reinforcement learning for decision-making in a business simulator. Int. J. Inf. Technol. Decis. Mak. 11(5), 935\u2013960 (2012)","journal-title":"Int. J. Inf. Technol. Decis. Mak."},{"key":"31_CR8","unstructured":"Minar, N., Burkhart, R., Langton, C., Askenazi, M.: The Swarm Simulation System\u202f: A Toolkit for Building Multi-agent Simulations. Mexico (1996)"},{"issue":"6","key":"31_CR9","doi-asserted-by":"publisher","first-page":"5016002","DOI":"10.1061\/(ASCE)CP.1943-5487.0000575","volume":"30","author":"G Bunea","year":"2016","unstructured":"Bunea, G., Leon, F., Atanasiu, G.M.: Postdisaster evacuation scenarios using multiagent system. J. Comput. Civ. Eng. 30(6), 5016002 (2016)","journal-title":"J. Comput. Civ. Eng."},{"key":"31_CR10","unstructured":"Duque, N., Ovalle, D., Moreno, J.: Objetos de Aprendizaje, Repositorios y Federaciones. Conocimento para todos (2014)"},{"key":"31_CR11","unstructured":"L\u00f3pez Guzm\u00e1n, C., Garc\u00eda Pe\u00f1alvo, F.J.: Los Repositorios de Objetos de Aprendizaje como soporte a un entorno e-learning. Universidad de Salamanca (2005)"},{"key":"31_CR12","unstructured":"Solano, I.M.: Repositorios de objetos de aprendizaje para la ense\u00f1anza superior: Dspace. Herram. telem\u00e1ticas para la ense\u00f1anza Univ. en el Espac. Eur. Educ. Super, p. 18 (2007)"},{"issue":"22","key":"31_CR13","first-page":"26","volume":"46","author":"S Ahmad","year":"2012","unstructured":"Ahmad, S., Bokhari, M.: A new approach to multi agent based architecture for secure and effective e-learning. Int. J. Comput. Appl. 46(22), 26\u201329 (2012)","journal-title":"Int. J. Comput. Appl."},{"key":"31_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1007\/978-3-319-20609-7_28","volume-title":"Learning and Collaboration Technologies","author":"PA Rodr\u00edguez","year":"2015","unstructured":"Rodr\u00edguez, P.A., Ovalle, Demetrio A., Duque, N.D.: A student-centered hybrid recommender system to provide relevant learning objects from repositories. In: Zaphiris, P., Ioannou, A. (eds.) LCT 2015. LNCS, vol. 9192, pp. 291\u2013300. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-20609-7_28"},{"key":"31_CR15","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1016\/B978-0-408-00476-3.50013-4","volume-title":"Computer Methods for Architects","author":"R A Reynolds","year":"1980","unstructured":"Reynolds, R.A.: Simulation technique. In: Reynolds, R.A. (ed.) Computer Methods for Architects. Elsevier Ltd. (1980)"},{"issue":"6","key":"31_CR16","doi-asserted-by":"publisher","first-page":"P13","DOI":"10.1016\/S0001-2092(16)30873-0","volume":"104","author":"M Hemingway","year":"2016","unstructured":"Hemingway, M., Fitzgerald, B.: Designing effective simulation programs. AORN J. 104(6), P13\u2013P14 (2016)","journal-title":"AORN J."},{"key":"31_CR17","unstructured":"Tabares, V., Duque, N., Rodr\u00edguez, P., Giraldo, M., Ovalle, D.: Plataforma Adaptativa para la B\u00fasqueda y Recuperaci\u00f3n de Recursos Educativos Digitales. XI Conferencia Latinoamericana de Objetos y Tecnolog\u00edas de Aprendizaje (2016)"},{"key":"31_CR18","unstructured":"Tabares, V., Duque, N., Rodr\u00edguez, P., Giraldo, M., Ovalle, D.: An\u00e1lisis de Caracter\u00edsticas del Perfil de Usuario para un Sistema de Recomendaci\u00f3n de Objetos de Aprendizaje. IX Conferencia Latinoamericana de Objetos y Tecnolog\u00edas de Aprendizaje, pp. 487\u2013493R (2014)"},{"key":"31_CR19","doi-asserted-by":"crossref","unstructured":"Londo\u00f1o, L.F., Tabares, V., Duque, N.: Evoluci\u00f3n en la Accesibilidad de la Federaci\u00f3n de Repositorios de Objetos de Aprendizaje Colombia \u2013 FROAC. Rev. Ing. e Innovaci\u00f3n, 3(1) (2015)","DOI":"10.21897\/23460466.797"},{"issue":"June","key":"31_CR20","first-page":"674","volume":"78","author":"R Felder","year":"1988","unstructured":"Felder, R., Silverman, L.: Learning and teaching styles in engineering education. Eng. Educ. 78(June), 674\u2013681 (1988)","journal-title":"Eng. Educ."}],"container-title":["Communications in Computer and Information Science","Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-94779-2_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T15:05:23Z","timestamp":1710342323000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-94779-2_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319947785","9783319947792"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-94779-2_31","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"20 June 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PAAMS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Practical Applications of Agents and Multi-Agent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Toledo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"paams2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.paams.net\/","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":"72","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":"10","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":"14% - 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":"3","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":"2.8","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}