{"id":"https://openalex.org/W2603755804","doi":"https://doi.org/10.1109/la-cci.2016.7885721","title":"Bayesian Networks to predict reputation in Virtual Learning Communities","display_name":"Bayesian Networks to predict reputation in Virtual Learning Communities","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2603755804","doi":"https://doi.org/10.1109/la-cci.2016.7885721","mag":"2603755804"},"language":"en","primary_location":{"id":"doi:10.1109/la-cci.2016.7885721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci.2016.7885721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068889284","display_name":"Luis Chamba-Eras","orcid":"https://orcid.org/0000-0003-3069-9628"},"institutions":[{"id":"https://openalex.org/I4210117061","display_name":"Universidad Nacional de Loja","ror":"https://ror.org/03a5x6z77","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210117061"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Luis Chamba-Eras","raw_affiliation_strings":["Carrera de Ingenier\u00eda en Sistemas, University of the Basque Country, Loja, Ecuador"],"affiliations":[{"raw_affiliation_string":"Carrera de Ingenier\u00eda en Sistemas, University of the Basque Country, Loja, Ecuador","institution_ids":["https://openalex.org/I4210117061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083444005","display_name":"Ana Arruarte","orcid":"https://orcid.org/0000-0001-5361-6640"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana Arruarte","raw_affiliation_strings":["Computer Languages and Systems Department, University of the Basque Country, Donostia-San Sebasti\u00e1n, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Languages and Systems Department, University of the Basque Country, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087437870","display_name":"Jon A. Elorriaga","orcid":"https://orcid.org/0000-0003-2463-9186"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jon A. Elorriaga","raw_affiliation_strings":["Computer Languages and Systems Department, University of the Basque Country, Donostia-San Sebasti\u00e1n, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Languages and Systems Department, University of the Basque Country, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068889284"],"corresponding_institution_ids":["https://openalex.org/I4210117061"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.26721402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10927","display_name":"Access Control and Trust","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10927","display_name":"Access Control and Trust","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.8864060640335083},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6816218495368958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6635054349899292},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.657295286655426},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.552580714225769},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.537194550037384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.527670681476593},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.44860413670539856},{"id":"https://openalex.org/keywords/reputation-system","display_name":"Reputation system","score":0.4321087896823883},{"id":"https://openalex.org/keywords/virtual-learning-environment","display_name":"Virtual learning environment","score":0.42485401034355164},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.404863566160202},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3324164152145386},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17616918683052063},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1486789882183075}],"concepts":[{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.8864060640335083},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6816218495368958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6635054349899292},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.657295286655426},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.552580714225769},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.537194550037384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.527670681476593},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.44860413670539856},{"id":"https://openalex.org/C2781218421","wikidata":"https://www.wikidata.org/wiki/Q2892532","display_name":"Reputation system","level":3,"score":0.4321087896823883},{"id":"https://openalex.org/C66699896","wikidata":"https://www.wikidata.org/wiki/Q2349394","display_name":"Virtual learning environment","level":2,"score":0.42485401034355164},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.404863566160202},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3324164152145386},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17616918683052063},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1486789882183075},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/la-cci.2016.7885721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci.2016.7885721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321705","display_name":"Eusko Jaurlaritza","ror":"https://ror.org/00pz2fp31"},{"id":"https://openalex.org/F4320321919","display_name":"Euskal Herriko Unibertsitatea","ror":"https://ror.org/000xsnr85"},{"id":"https://openalex.org/F4320322526","display_name":"Secretar\u00eda de Educaci\u00f3n Superior, Ciencia, Tecnolog\u00eda e Innovaci\u00f3n","ror":"https://ror.org/056c6e777"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W14927176","https://openalex.org/W32774849","https://openalex.org/W43035843","https://openalex.org/W189220960","https://openalex.org/W1495170414","https://openalex.org/W1500306832","https://openalex.org/W1564182163","https://openalex.org/W1569513849","https://openalex.org/W1842598420","https://openalex.org/W1875520136","https://openalex.org/W1922376695","https://openalex.org/W1928986801","https://openalex.org/W1963550286","https://openalex.org/W2004826847","https://openalex.org/W2024441348","https://openalex.org/W2049934652","https://openalex.org/W2051576372","https://openalex.org/W2070076288","https://openalex.org/W2087093271","https://openalex.org/W2097726984","https://openalex.org/W2098685442","https://openalex.org/W2109972061","https://openalex.org/W2118132197","https://openalex.org/W2120312633","https://openalex.org/W2161981035","https://openalex.org/W2237475987","https://openalex.org/W2294360681","https://openalex.org/W2953736441","https://openalex.org/W3201002016","https://openalex.org/W6600603059","https://openalex.org/W6629531383","https://openalex.org/W6697156108"],"related_works":["https://openalex.org/W2294042815","https://openalex.org/W2157328853","https://openalex.org/W2517839752","https://openalex.org/W1986034399","https://openalex.org/W126629215","https://openalex.org/W2780022989","https://openalex.org/W2142891234","https://openalex.org/W2768561819","https://openalex.org/W808860418","https://openalex.org/W2952470056"],"abstract_inverted_index":{"The":[0],"aim":[1],"of":[2,15,17,29,32,40,46],"the":[3,27,30,47,53],"paper":[4],"is":[5,36],"to":[6],"present":[7],"a":[8,37,41],"Bayesian":[9],"Network":[10],"(BN)":[11],"for":[12],"predicting":[13],"reputation":[14],"members":[16],"Virtual":[18],"Learning":[19,55],"Communities":[20],"using":[21],"direct":[22],"interactions":[23],"between":[24],"them":[25],"considering":[26],"theory":[28],"rewards":[31],"behavioral":[33],"Psychology.":[34],"Reputation":[35],"key":[38],"factor":[39],"trust":[42],"model.":[43],"A":[44],"prototype":[45],"proposed":[48],"BN":[49],"was":[50],"implemented":[51],"in":[52],"Moodle":[54],"Management":[56],"System.":[57]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}