{"id":"https://openalex.org/W2554956266","doi":"https://doi.org/10.4018/jitr.2016100101","title":"Bridging the Gap between LMS and Social Network Learning Analytics in Online Learning","display_name":"Bridging the Gap between LMS and Social Network Learning Analytics in Online Learning","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2554956266","doi":"https://doi.org/10.4018/jitr.2016100101","mag":"2554956266"},"language":"en","primary_location":{"id":"doi:10.4018/jitr.2016100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jitr.2016100101","pdf_url":null,"source":{"id":"https://openalex.org/S138592535","display_name":"Journal of Information Technology Research","issn_l":"1938-7857","issn":["1938-7857","1938-7865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Research","raw_type":"journal-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/A5001939410","display_name":"\u00c1ngel Hern\u00e1ndez-Garc\u00eda","orcid":"https://orcid.org/0000-0002-6549-9549"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"\u00c1ngel Hern\u00e1ndez-Garc\u00eda","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036574330","display_name":"Miguel \u00c1. Conde","orcid":"https://orcid.org/0000-0001-5881-7775"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel \u00c1ngel Conde-Gonz\u00e1lez","raw_affiliation_strings":["Department of Mechanical, Computer Science and Aerospace Engineering, University of Le\u00f3n, Le\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical, Computer Science and Aerospace Engineering, University of Le\u00f3n, Le\u00f3n, Spain","institution_ids":["https://openalex.org/I8833935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001939410"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":null,"apc_paid":null,"fwci":1.6577,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8920595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":"4","first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9983000159263611,"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":0.9983000159263611,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14246","display_name":"E-Learning and Knowledge Management","score":0.9814000129699707,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7911685705184937},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7712790369987488},{"id":"https://openalex.org/keywords/learning-management","display_name":"Learning Management","score":0.6047249436378479},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.5789803862571716},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.5505037903785706},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.5126349329948425},{"id":"https://openalex.org/keywords/computer-supported-collaborative-learning","display_name":"Computer-supported collaborative learning","score":0.4853936433792114},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.45457029342651367},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.42654669284820557},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4237300157546997},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4026210308074951},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3247833251953125},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.31716930866241455},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.12944698333740234}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7911685705184937},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7712790369987488},{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.6047249436378479},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.5789803862571716},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.5505037903785706},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.5126349329948425},{"id":"https://openalex.org/C2778515922","wikidata":"https://www.wikidata.org/wiki/Q1640981","display_name":"Computer-supported collaborative learning","level":3,"score":0.4853936433792114},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.45457029342651367},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.42654669284820557},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4237300157546997},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4026210308074951},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3247833251953125},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.31716930866241455},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.12944698333740234},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jitr.2016100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jitr.2016100101","pdf_url":null,"source":{"id":"https://openalex.org/S138592535","display_name":"Journal of Information Technology Research","issn_l":"1938-7857","issn":["1938-7857","1938-7865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jitr00:v:9:y:2016:i:4:p:1-15","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/JITR.2016100101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2056944867","https://openalex.org/W2125910575","https://openalex.org/W2143174871","https://openalex.org/W2155925217","https://openalex.org/W2300398497","https://openalex.org/W2484459131"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4253709724","https://openalex.org/W4377140396","https://openalex.org/W3025172017","https://openalex.org/W3127919122","https://openalex.org/W3021163624","https://openalex.org/W3200358804","https://openalex.org/W3012440071","https://openalex.org/W4211198174","https://openalex.org/W2554956266"],"abstract_inverted_index":{"Despite":[0],"the":[1,32,46,89,109,112,115],"great":[2],"potential":[3,110],"of":[4,37,79,88,111,114,143],"social":[5,58,91,123],"network":[6,59],"analysis":[7,60,95],"(SNA)":[8],"methods":[9],"and":[10,34,45,74,86,120,140],"visualizations":[11],"for":[12,77,93,122],"learning":[13,18,55,124,133],"analytics":[14,125],"in":[15,40],"computer-supported":[16,131],"collaborative":[17,132],"(CSCL),":[19],"these":[20],"approaches":[21],"have":[22],"not":[23],"been":[24],"fully":[25],"explored":[26],"due":[27],"to":[28,48,65],"two":[29],"important":[30],"barriers:":[31],"scarcity":[33],"limited":[35],"functionality":[36],"built-in":[38],"tools":[39],"Learning":[41],"Management":[42],"Systems":[43],"(LMS),":[44],"difficulty":[47],"import":[49],"educational":[50],"data":[51,81,128],"from":[52,82,129],"formal":[53],"virtual":[54],"environments":[56],"into":[57],"programs.":[61],"This":[62],"study":[63],"aims":[64],"cover":[66],"that":[67],"gap":[68],"by":[69],"introducing":[70],"GraphFES,":[71],"an":[72],"application":[73],"web":[75],"service":[76],"extraction":[78],"interaction":[80],"Moodle":[83],"message":[84],"boards":[85],"generation":[87],"corresponding":[90],"graphs":[92],"later":[94],"using":[96,126],"Gephi,":[97],"a":[98,130],"general":[99],"purpose":[100],"SNA":[101],"software.":[102],"In":[103],"addition,":[104],"this":[105],"paper":[106],"briefly":[107],"illustrates":[108],"combination":[113],"three":[116],"systems":[117],"(Moodle,":[118],"GraphFES":[119],"Gephi)":[121],"real":[127],"course":[134],"with":[135],"strong":[136],"focus":[137],"on":[138],"teamwork":[139],"intensive":[141],"use":[142],"forums.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}