{"id":"https://openalex.org/W3011151182","doi":"https://doi.org/10.1145/3375462.3375501","title":"High resolution temporal network analysis to understand and improve collaborative learning","display_name":"High resolution temporal network analysis to understand and improve collaborative learning","publication_year":2020,"publication_date":"2020-03-13","ids":{"openalex":"https://openalex.org/W3011151182","doi":"https://doi.org/10.1145/3375462.3375501","mag":"3011151182"},"language":"en","primary_location":{"id":"doi:10.1145/3375462.3375501","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3375462.3375501","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3375462.3375501","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Conference on Learning Analytics &amp; Knowledge","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3375462.3375501","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051595913","display_name":"Mohammed Saqr","orcid":"https://orcid.org/0000-0001-5881-3109"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mohammed Saqr","raw_affiliation_strings":["University of Eastern Finland, Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019183264","display_name":"Jalal Nouri","orcid":"https://orcid.org/0000-0002-9942-8730"},"institutions":[{"id":"https://openalex.org/I161593684","display_name":"Stockholm University","ror":"https://ror.org/05f0yaq80","country_code":"SE","type":"education","lineage":["https://openalex.org/I161593684"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jalal Nouri","raw_affiliation_strings":["Stockholm University, Stockholm, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stockholm University, Stockholm, Sweden","institution_ids":["https://openalex.org/I161593684"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3145,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.92673875,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"314","last_page":"319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9797000288963318,"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/T10162","display_name":"Online and Blended Learning","score":0.9708999991416931,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7120453119277954},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.6107609272003174},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5961124300956726},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5835025906562805},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.5689839720726013},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.5594378709793091},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.43829771876335144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34967824816703796},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3144223392009735},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17889508605003357},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1651098132133484}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7120453119277954},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.6107609272003174},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5961124300956726},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5835025906562805},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.5689839720726013},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.5594378709793091},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.43829771876335144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34967824816703796},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3144223392009735},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17889508605003357},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1651098132133484},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3375462.3375501","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3375462.3375501","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3375462.3375501","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Conference on Learning Analytics &amp; Knowledge","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3375462.3375501","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3375462.3375501","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3375462.3375501","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Conference on Learning Analytics &amp; Knowledge","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011151182.pdf","grobid_xml":"https://content.openalex.org/works/W3011151182.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W575879543","https://openalex.org/W1868936975","https://openalex.org/W1874853784","https://openalex.org/W1972738808","https://openalex.org/W1986148864","https://openalex.org/W2037014725","https://openalex.org/W2041208446","https://openalex.org/W2048448885","https://openalex.org/W2143959207","https://openalex.org/W2238759989","https://openalex.org/W2337186181","https://openalex.org/W2342018027","https://openalex.org/W2582743722","https://openalex.org/W2585780990","https://openalex.org/W2594580058","https://openalex.org/W2609596385","https://openalex.org/W2759596001","https://openalex.org/W2775105814","https://openalex.org/W2777544905","https://openalex.org/W2885000341","https://openalex.org/W2892077999","https://openalex.org/W2947349675","https://openalex.org/W3037819556","https://openalex.org/W3102590789","https://openalex.org/W4234384353","https://openalex.org/W4285719527","https://openalex.org/W4399572290"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4254065731","https://openalex.org/W4252678288","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W2913177154","https://openalex.org/W4237782192","https://openalex.org/W4235131201","https://openalex.org/W4232793539"],"abstract_inverted_index":{"There":[0],"has":[1],"been":[2],"significant":[3],"efforts":[4,15],"in":[5,101],"studying":[6],"collaborative":[7,132],"and":[8,30,33,65,67,86,117,138,169,174,179],"social":[9],"learning":[10,63,82,133],"using":[11,38],"aggregate":[12],"networks.":[13],"Such":[14],"have":[16],"demonstrated":[17],"the":[18,21,27,43,55,60,141,145,149,153],"worth":[19],"of":[20,35,46,57,62,93,131,147,152,167,172],"approach":[22,113],"by":[23],"providing":[24],"insights":[25],"about":[26],"interactions,":[28,59],"student":[29],"teacher":[31],"roles,":[32],"predictability":[34],"performance.":[36],"However,":[37],"an":[39,102],"aggregated":[40],"network":[41,91],"discounts":[42],"fine":[44],"resolution":[45],"temporal":[47,78,90,120,129],"interactions.":[48],"By":[49],"doing":[50],"so,":[51],"we":[52],"might":[53,135],"overlook":[54],"regularities/irregularities":[56],"students'":[58],"process":[61,79],"regulation,":[64],"how":[66],"when":[68,159],"different":[69],"actors":[70],"influence":[71],"each":[72],"other.":[73],"Thus,":[74],"compressing":[75],"a":[76,89,111],"complex":[77],"such":[80],"as":[81],"may":[83],"be":[84,157],"oversimplifying":[85],"reductionist.":[87],"Through":[88],"analysis":[92,142],"54":[94],"students":[95,173],"interactions":[96],"(in":[97],"total":[98],"3134":[99],"interactions)":[100],"online":[103],"medical":[104],"education":[105],"course,":[106],"this":[107],"study":[108],"contributes":[109],"with":[110],"methodological":[112],"to":[114],"building,":[115],"visualizing":[116],"quantitatively":[118],"analyzing":[119],"networks,":[121],"that":[122,134,155,176],"could":[123],"help":[124],"educational":[125],"practitioners":[126],"understand":[127],"important":[128],"aspects":[130],"need":[136,177],"attention":[137],"action.":[139],"Furthermore,":[140],"conducted":[143],"emphasize":[144],"importance":[146],"considering":[148],"time":[150],"characteristics":[151],"data":[154],"should":[156],"used":[158],"attempting":[160],"to,":[161],"for":[162],"instance,":[163],"implement":[164],"early":[165,170],"predictions":[166],"performance":[168],"detection":[171],"groups":[175],"support":[178],"attention.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
