{"id":"https://openalex.org/W2954282430","doi":"https://doi.org/10.1109/tlt.2019.2910067","title":"An Agent-Based Simulator Applied to Teaching-Learning Process to Predict Sociometric Indices in Higher Education","display_name":"An Agent-Based Simulator Applied to Teaching-Learning Process to Predict Sociometric Indices in Higher Education","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W2954282430","doi":"https://doi.org/10.1109/tlt.2019.2910067","mag":"2954282430"},"language":"en","primary_location":{"id":"doi:10.1109/tlt.2019.2910067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tlt.2019.2910067","pdf_url":null,"source":{"id":"https://openalex.org/S130363450","display_name":"IEEE Transactions on Learning Technologies","issn_l":"1939-1382","issn":["1939-1382","2372-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Learning Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://zaguan.unizar.es/record/79563","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036757387","display_name":"Iv\u00e1n Garc\u00eda\u2010Magari\u00f1o","orcid":"https://orcid.org/0000-0002-2726-6760"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ivan Garcia-Magarino","raw_affiliation_strings":["Department of Software Engineering and Artificial Intelligence, Complutense University of Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2726-6760","affiliations":[{"raw_affiliation_string":"Department of Software Engineering and Artificial Intelligence, Complutense University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111796690","display_name":"Inmaculada Plaza","orcid":null},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]},{"id":"https://openalex.org/I4210136512","display_name":"Instituto de Investigaci\u00f3n Sanitaria Arag\u00f3n","ror":"https://ror.org/03njn4610","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210136512"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Inmaculada Plaza","raw_affiliation_strings":["Department of Electronic Engineering and Communication, E.U. Polit\u00e9cnica de Teruel, Instituto de Investigaci\u00f3n Sanitaria Arag\u00f3n, University of Zaragoza, Teruel, Spain"],"raw_orcid":"https://orcid.org/0000-0001-7550-6688","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Communication, E.U. Polit\u00e9cnica de Teruel, Instituto de Investigaci\u00f3n Sanitaria Arag\u00f3n, University of Zaragoza, Teruel, Spain","institution_ids":["https://openalex.org/I255234318","https://openalex.org/I4210136512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009231948","display_name":"Ra\u00fal Igual","orcid":"https://orcid.org/0000-0002-1561-0536"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]},{"id":"https://openalex.org/I4210136512","display_name":"Instituto de Investigaci\u00f3n Sanitaria Arag\u00f3n","ror":"https://ror.org/03njn4610","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210136512"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Raul Igual","raw_affiliation_strings":["Department of Electric Engineering, E.U. Polit\u00e9cnica de Teruel, Instituto de Investigaci\u00f3n Sanitaria Arag\u00f3n, University of Zaragoza, Teruel, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1561-0536","affiliations":[{"raw_affiliation_string":"Department of Electric Engineering, E.U. Polit\u00e9cnica de Teruel, Instituto de Investigaci\u00f3n Sanitaria Arag\u00f3n, University of Zaragoza, Teruel, Spain","institution_ids":["https://openalex.org/I255234318","https://openalex.org/I4210136512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090196602","display_name":"Andr\u00e9s S. Lombas","orcid":"https://orcid.org/0000-0003-3492-7544"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Andres S. Lombas","raw_affiliation_strings":["Department of Psychology and Sociology, Facultad de Ciencias Sociales y Humanas de Teruel, University of Zaragoza, Teruel, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3492-7544","affiliations":[{"raw_affiliation_string":"Department of Psychology and Sociology, Facultad de Ciencias Sociales y Humanas de Teruel, University of Zaragoza, Teruel, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072546636","display_name":"Hana Jamali","orcid":"https://orcid.org/0000-0002-4061-6622"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hana Jamali","raw_affiliation_strings":["Superior School of Technology, Cadi Ayyad University, Essaouira, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Superior School of Technology, Cadi Ayyad University, Essaouira, Morocco","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9335,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71054994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13","issue":"2","first_page":"246","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9419000148773193,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9419000148773193,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.920199990272522,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9053999781608582,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cohesion","display_name":"Cohesion (chemistry)","score":0.7797495722770691},{"id":"https://openalex.org/keywords/reciprocal","display_name":"Reciprocal","score":0.6721929907798767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.614262044429779},{"id":"https://openalex.org/keywords/group-cohesiveness","display_name":"Group cohesiveness","score":0.49520769715309143},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3979530334472656},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3520730137825012},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2986857295036316},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1854783296585083}],"concepts":[{"id":"https://openalex.org/C104054115","wikidata":"https://www.wikidata.org/wiki/Q216828","display_name":"Cohesion (chemistry)","level":2,"score":0.7797495722770691},{"id":"https://openalex.org/C2777742833","wikidata":"https://www.wikidata.org/wiki/Q1964083","display_name":"Reciprocal","level":2,"score":0.6721929907798767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.614262044429779},{"id":"https://openalex.org/C14641543","wikidata":"https://www.wikidata.org/wiki/Q553270","display_name":"Group cohesiveness","level":2,"score":0.49520769715309143},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3979530334472656},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3520730137825012},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2986857295036316},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1854783296585083},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tlt.2019.2910067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tlt.2019.2910067","pdf_url":null,"source":{"id":"https://openalex.org/S130363450","display_name":"IEEE Transactions on Learning Technologies","issn_l":"1939-1382","issn":["1939-1382","2372-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Learning Technologies","raw_type":"journal-article"},{"id":"pmh:oai:zaguan.unizar.es:79563","is_oa":true,"landing_page_url":"http://zaguan.unizar.es/record/79563","pdf_url":"http://zaguan.unizar.es/record/79563","source":{"id":"https://openalex.org/S4306402461","display_name":"Zaguan (Universidad de Zaragoza)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:zaguan.unizar.es:79563","is_oa":true,"landing_page_url":"http://zaguan.unizar.es/record/79563","pdf_url":"http://zaguan.unizar.es/record/79563","source":{"id":"https://openalex.org/S4306402461","display_name":"Zaguan (Universidad de Zaragoza)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5600000023841858,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324111","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2954282430.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W401890270","https://openalex.org/W602384215","https://openalex.org/W999900687","https://openalex.org/W1487025943","https://openalex.org/W1514784092","https://openalex.org/W1951859477","https://openalex.org/W1969538123","https://openalex.org/W1970165285","https://openalex.org/W1982037937","https://openalex.org/W1982782052","https://openalex.org/W1988661148","https://openalex.org/W1994056022","https://openalex.org/W2005838490","https://openalex.org/W2020810795","https://openalex.org/W2024218186","https://openalex.org/W2037124948","https://openalex.org/W2047998780","https://openalex.org/W2061260747","https://openalex.org/W2067207785","https://openalex.org/W2068903009","https://openalex.org/W2088241715","https://openalex.org/W2094489471","https://openalex.org/W2117405808","https://openalex.org/W2126180675","https://openalex.org/W2143048075","https://openalex.org/W2151064522","https://openalex.org/W2153378020","https://openalex.org/W2272003622","https://openalex.org/W2339384912","https://openalex.org/W2472590128","https://openalex.org/W2478578075","https://openalex.org/W2557993980","https://openalex.org/W2587092514","https://openalex.org/W2596950493","https://openalex.org/W2602799623","https://openalex.org/W2620762937","https://openalex.org/W4235559099","https://openalex.org/W4240169554","https://openalex.org/W4240402692","https://openalex.org/W6628964761"],"related_works":["https://openalex.org/W1993460291","https://openalex.org/W2362690835","https://openalex.org/W1969135428","https://openalex.org/W2027585331","https://openalex.org/W2525246515","https://openalex.org/W1481039507","https://openalex.org/W2381411542","https://openalex.org/W1600779779","https://openalex.org/W3041605973","https://openalex.org/W3018574598"],"abstract_inverted_index":{"Most":[0],"novice":[1,117],"teachers":[2,7,66,113],"and":[3,87,105,111,116,151],"even":[4],"some":[5],"experienced":[6,115],"can":[8,125],"lack":[9],"appropriate":[10],"tools":[11],"for":[12,64,219],"designing":[13],"teaching":[14,70],"strategies":[15,71],"that":[16,36,120,139,175],"ensure":[17],"the":[18,40,46,77,134,140,147,152,155,159,181,185,192,202],"quality":[19,183],"of":[20,24,42,83,89,98,149,184,198],"education.":[21],"The":[22,33,91,209],"ability":[23],"working":[25],"in":[26,30,67,96,145,187,201,205,223],"teams":[27],"is":[28,49,213],"crucial":[29],"educating":[31],"professionals.":[32],"literature":[34],"proves":[35],"social":[37],"relations":[38,150],"influence":[39,75],"performance":[41],"teams.":[43],"For":[44],"instance,":[45],"team":[47],"cohesion":[48],"directly":[50],"related":[51],"with":[52,93,108,167],"its":[53,121,164],"performance.":[54,169],"In":[55,170],"this":[56,206,225],"paper,":[57],"we":[58,172],"have":[59],"developed":[60],"an":[61],"agent-based":[62,123,211],"tool":[63,141,212],"assisting":[65],"simulating":[68],"their":[69,74],"to":[72,127,133,163,179,191],"estimate":[73],"on":[76],"group":[78],"sociometrics":[79],"like":[80],"cohesion,":[81,153],"coherence":[82],"reciprocal":[84,199],"relations,":[85],"dissociation,":[86],"density":[88,148],"relations.":[90],"experiments":[92],"nine":[94],"scenarios":[95],"disciplines":[97,129],"computer":[99],"science,":[100],"electronic,":[101],"psychology,":[102],"business,":[103],"tourism,":[104],"renewal":[106],"energies":[107],"239":[109],"students":[110],"6":[112],"including":[114],"ones":[118],"show":[119],"underlying":[122],"framework":[124],"adapt":[126],"different":[128],"obtaining":[130],"similar":[131],"outcomes":[132],"real":[135],"ones.":[136],"We":[137],"learned":[138,174],"was":[142,177],"especially":[143],"reliable":[144],"predicting":[146],"being":[154],"latter":[156],"one":[157],"probably":[158],"most":[160],"relevant":[161],"due":[162,190],"known":[165],"relation":[166],"academic":[168],"addition,":[171],"also":[173],"it":[176],"difficult":[178],"assess":[180],"prediction":[182],"dissociation":[186],"higher":[188],"education,":[189],"usual":[193],"low":[194],"amounts":[195],"or":[196],"absence":[197],"rejections":[200],"students'":[203],"groups":[204],"educational":[207],"stage.":[208],"presented":[210],"publicly":[214],"distributed":[215],"as":[216],"open":[217],"source":[218],"facilitating":[220],"other":[221],"researchers":[222],"following":[224],"research":[226],"line.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
