{"id":"https://openalex.org/W2890476816","doi":"https://doi.org/10.1109/lwmoocs.2018.8534691","title":"Supporting Group Formation in Ongoing MOOCs Using Actionable Predictive Models","display_name":"Supporting Group Formation in Ongoing MOOCs Using Actionable Predictive Models","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2890476816","doi":"https://doi.org/10.1109/lwmoocs.2018.8534691","mag":"2890476816"},"language":"en","primary_location":{"id":"doi:10.1109/lwmoocs.2018.8534691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwmoocs.2018.8534691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Learning With MOOCS (LWMOOCS)","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/A5066241194","display_name":"Erkan Er","orcid":"https://orcid.org/0000-0002-9624-4055"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Erkan Er","raw_affiliation_strings":["School of Telecommunications Engineering, Universidad de Valladolid, Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Telecommunications Engineering, Universidad de Valladolid, Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081670545","display_name":"Eduardo G\u00f3mez\u2010S\u00e1nchez","orcid":"https://orcid.org/0000-0003-0062-916X"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduardo Gomez-Sanchez","raw_affiliation_strings":["School of Telecommunications Engineering, Universidad de Valladolid, Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Telecommunications Engineering, Universidad de Valladolid, Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001467883","display_name":"Miguel L. Bote\u2010Lorenzo","orcid":"https://orcid.org/0000-0002-8825-0412"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel L. Bote-Lorenzo","raw_affiliation_strings":["School of Telecommunications Engineering, Universidad de Valladolid, Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Telecommunications Engineering, Universidad de Valladolid, Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037458329","display_name":"Juan I. Asensio\u2010P\u00e9rez","orcid":"https://orcid.org/0000-0002-1114-2819"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan I. Asensio-Perez","raw_affiliation_strings":["School of Telecommunications Engineering, Universidad de Valladolid, Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Telecommunications Engineering, Universidad de Valladolid, Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091148039","display_name":"Yannis Dimitriadis","orcid":"https://orcid.org/0000-0001-7275-2242"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Yannis Dimitriadis","raw_affiliation_strings":["School of Telecommunications Engineering, Universidad de Valladolid, Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Telecommunications Engineering, Universidad de Valladolid, Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10114669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":null,"first_page":"59","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":1.0,"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":1.0,"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/T10162","display_name":"Online and Blended Learning","score":0.9686999917030334,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.963699996471405,"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":0.6713049411773682},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6520031690597534},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.6003602147102356},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.5576274394989014},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4603680372238159},{"id":"https://openalex.org/keywords/massive-open-online-course","display_name":"Massive open online course","score":0.4473516047000885},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.42650774121284485},{"id":"https://openalex.org/keywords/group-work","display_name":"Group work","score":0.4260062873363495},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3629879355430603},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3142656981945038},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2818308472633362},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1763247847557068},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15286049246788025}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6713049411773682},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6520031690597534},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.6003602147102356},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.5576274394989014},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4603680372238159},{"id":"https://openalex.org/C2777808570","wikidata":"https://www.wikidata.org/wiki/Q967853","display_name":"Massive open online course","level":2,"score":0.4473516047000885},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.42650774121284485},{"id":"https://openalex.org/C2776020993","wikidata":"https://www.wikidata.org/wiki/Q2305340","display_name":"Group work","level":2,"score":0.4260062873363495},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3629879355430603},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3142656981945038},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2818308472633362},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1763247847557068},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15286049246788025},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":3,"locations":[{"id":"doi:10.1109/lwmoocs.2018.8534691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwmoocs.2018.8534691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Learning With MOOCS (LWMOOCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:157.88.20.52:10324/31407","is_oa":false,"landing_page_url":"http://uvadoc.uva.es/handle/10324/31407","pdf_url":null,"source":{"id":"https://openalex.org/S4306400688","display_name":"University of Valladolid Documentary Repository (University of Valladolid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108103353","host_organization_name":"Universidad de Valladolid","host_organization_lineage":["https://openalex.org/I108103353"],"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/conferenceObject"},{"id":"pmh:oai:https://open.metu.edu.tr:11511/102702","is_oa":false,"landing_page_url":"http://doi.org/10.1109/lwmoocs.2018.8534691","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Learning with MOOCS 2018","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320328351","display_name":"Junta de Castilla y Le\u00f3n","ror":"https://ror.org/02s8dab97"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1524402640","https://openalex.org/W1546047689","https://openalex.org/W1646083338","https://openalex.org/W1971853138","https://openalex.org/W1981976566","https://openalex.org/W2028037562","https://openalex.org/W2046100431","https://openalex.org/W2056203448","https://openalex.org/W2068258779","https://openalex.org/W2101234009","https://openalex.org/W2122575992","https://openalex.org/W2161342950","https://openalex.org/W2168585122","https://openalex.org/W2187824317","https://openalex.org/W2206168778","https://openalex.org/W2395887081","https://openalex.org/W2577663796","https://openalex.org/W2579564527","https://openalex.org/W2589744741","https://openalex.org/W2593653544","https://openalex.org/W2607294868","https://openalex.org/W2726238048","https://openalex.org/W2728333033","https://openalex.org/W2740582709","https://openalex.org/W2770347700","https://openalex.org/W3099761458","https://openalex.org/W3122962492","https://openalex.org/W4297672888","https://openalex.org/W6632634077","https://openalex.org/W6636763247","https://openalex.org/W6678369638","https://openalex.org/W6684147838","https://openalex.org/W6711843855","https://openalex.org/W6732250837","https://openalex.org/W6732572413","https://openalex.org/W6739754365","https://openalex.org/W6742342996"],"related_works":["https://openalex.org/W3171822798","https://openalex.org/W2405845924","https://openalex.org/W4393786455","https://openalex.org/W2588045479","https://openalex.org/W4316495904","https://openalex.org/W2799452684","https://openalex.org/W650276875","https://openalex.org/W2574894846","https://openalex.org/W2272868120","https://openalex.org/W1953078136"],"abstract_inverted_index":{"Although":[0],"the":[1,38,54,74,90,129,131,147,163,173,176],"massive":[2],"and":[3,63,172],"open":[4],"nature":[5],"of":[6,21,40,56,165,175],"MOOCs":[7],"necessitates":[8],"more":[9],"technology":[10],"support":[11,36],"for":[12,111,157,168],"instructors,":[13],"existing":[14],"prediction":[15],"research":[16,51,161],"has":[17],"been":[18],"barely":[19],"capable":[20],"offering":[22],"real-world":[23],"solutions.":[24],"One":[25],"critical":[26],"case":[27],"where":[28],"MOOC":[29,81],"instructors":[30,69],"could":[31,67],"benefit":[32],"from":[33],"real-time":[34,158],"technological":[35],"is":[37],"design":[39],"collaborative":[41,149],"activities,":[42],"in":[43,70,96,124,178,180],"particular":[44,80],"group":[45,71,97,106,125,144],"formation.":[46],"In":[47],"this":[48,50],"regard,":[49],"work":[52],"investigated":[53],"use":[55],"in-situ":[57],"learning":[58],"technique":[59],"to":[60,88,128,135],"produce":[61],"useful":[62],"actionable":[64,170],"information":[65],"that":[66,92],"assist":[68],"formation":[72],"while":[73],"course":[75],"continues.":[76],"Focusing":[77],"on":[78],"a":[79,83],"context,":[82],"predictive":[84],"model":[85,132],"was":[86,108,133],"created":[87],"compute":[89],"probability":[91,103],"students":[93,121],"would":[94,122],"participate":[95],"discussions":[98],"or":[99,118],"not.":[100],"Using":[101],"these":[102],"scores,":[104],"actual":[105,148],"behavior":[107,140,145],"also":[109],"predicted":[110],"three":[112],"cases:":[113],"at":[114],"least":[115],"2,":[116],"3":[117],"4":[119],"different":[120],"post":[123],"discussions.":[126],"According":[127],"results,":[130],"able":[134],"accurately":[136],"predict":[137],"individual":[138],"student":[139],"as":[141,143],"well":[142],"before":[146],"activity":[150],"had":[151],"taken":[152],"place,":[153],"suggesting":[154],"its":[155],"potential":[156],"use.":[159],"Future":[160],"involves":[162],"exploration":[164],"other":[166],"approaches":[167],"creating":[169],"predictions":[171,177],"application":[174],"practice":[179],"an":[181],"ongoing":[182],"MOOC.":[183]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
