{"id":"https://openalex.org/W2465742202","doi":"https://doi.org/10.1145/2930238.2930264","title":"Analyzing MOOC Entries of Professionals on LinkedIn for User Modeling and Personalized MOOC Recommendations","display_name":"Analyzing MOOC Entries of Professionals on LinkedIn for User Modeling and Personalized MOOC Recommendations","publication_year":2016,"publication_date":"2016-07-12","ids":{"openalex":"https://openalex.org/W2465742202","doi":"https://doi.org/10.1145/2930238.2930264","mag":"2465742202"},"language":"en","primary_location":{"id":"doi:10.1145/2930238.2930264","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2930238.2930264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization","raw_type":"proceedings-article"},"type":"conference-paper","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/A5086298554","display_name":"Guangyuan Piao","orcid":"https://orcid.org/0000-0003-0516-2802"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Guangyuan Piao","raw_affiliation_strings":["National University of Ireland, Galway, Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Ireland, Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090996360","display_name":"John G. Breslin","orcid":"https://orcid.org/0000-0001-5790-050X"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"John G. Breslin","raw_affiliation_strings":["National University of Ireland, Galway, Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Ireland, Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I188760350"],"apc_list":null,"apc_paid":null,"fwci":1.8049,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.85650558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"291","last_page":"292"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9444000124931335,"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/computer-science","display_name":"Computer science","score":0.7165307402610779},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4786597192287445},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.46991056203842163},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.43616583943367004},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.42000195384025574},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4059433341026306},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.32667994499206543},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32653164863586426},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.10625475645065308},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10115313529968262},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.09845283627510071},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.09250497817993164},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08785095810890198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7165307402610779},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4786597192287445},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.46991056203842163},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.43616583943367004},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.42000195384025574},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4059433341026306},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32667994499206543},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32653164863586426},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.10625475645065308},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10115313529968262},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.09845283627510071},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.09250497817993164},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08785095810890198},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2930238.2930264","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2930238.2930264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:mural.maynoothuniversity.ie:15639","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401432","display_name":"Maynooth University ePrints and eTheses Archive (Maynooth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157286207","host_organization_name":"National University of Ireland, Maynooth","host_organization_lineage":["https://openalex.org/I157286207"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G1637072894","display_name":null,"funder_award_id":"SFI/12/RC/2289.","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1798240967","https://openalex.org/W2128351576","https://openalex.org/W2396568326"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2355862304","https://openalex.org/W2356108042","https://openalex.org/W2030250808","https://openalex.org/W2376796979","https://openalex.org/W2379418341","https://openalex.org/W2380054981","https://openalex.org/W2393110101","https://openalex.org/W2379285345","https://openalex.org/W4239328682"],"abstract_inverted_index":{"The":[0],"main":[1],"contribution":[2],"of":[3,9],"this":[4],"work":[5],"is":[6],"the":[7,37,46],"comparison":[8],"three":[10],"user":[11,39],"modeling":[12,40],"strategies":[13],"based":[14],"on":[15],"job":[16],"titles,":[17],"educational":[18],"fields":[19],"and":[20,48],"skills":[21],"in":[22,29],"LinkedIn":[23],"profiles,":[24],"for":[25],"personalized":[26],"MOOC":[27],"recommendations":[28],"a":[30],"cold":[31],"start":[32],"situation.":[33],"Results":[34],"show":[35],"that":[36],"skill-based":[38],"strategy":[41],"performs":[42],"best,":[43],"followed":[44],"by":[45],"job-":[47],"edu-based":[49],"strategies.":[50]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
