{"id":"https://openalex.org/W3011780853","doi":"https://doi.org/10.1109/fie43999.2019.9028629","title":"Analyzing Link Dynamics in Student Collaboration Networks using Canvas-A Student-Centered Learning Perspective","display_name":"Analyzing Link Dynamics in Student Collaboration Networks using Canvas-A Student-Centered Learning Perspective","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3011780853","doi":"https://doi.org/10.1109/fie43999.2019.9028629","mag":"3011780853"},"language":"en","primary_location":{"id":"doi:10.1109/fie43999.2019.9028629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie43999.2019.9028629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Frontiers in Education Conference (FIE)","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/A5089627557","display_name":"Vijayalakshmi Ramasamy","orcid":"https://orcid.org/0000-0001-7848-2247"},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vijayalakshmi Ramasamy","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Miami University, Oxford, Ohio"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Miami University, Oxford, Ohio","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060323175","display_name":"James D. Kiper","orcid":"https://orcid.org/0000-0001-9255-522X"},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James D. Kiper","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Miami University, Oxford, Ohio"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Miami University, Oxford, Ohio","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001689335","display_name":"Hemraj Ojha","orcid":null},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hemraj Ojha","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Miami University, Oxford, Ohio"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Miami University, Oxford, Ohio","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059589768","display_name":"Urvashi Desai","orcid":null},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Urvashi Desai","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Miami University, Oxford, Ohio"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Miami University, Oxford, Ohio","institution_ids":["https://openalex.org/I83328450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089627557"],"corresponding_institution_ids":["https://openalex.org/I83328450"],"apc_list":null,"apc_paid":null,"fwci":1.2178,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81660112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9940999746322632,"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"}},"topics":[{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9940999746322632,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.951200008392334,"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":0.7215167880058289},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5386251211166382},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.5264319181442261},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5191882848739624},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.4856668710708618},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.47928398847579956},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4691048562526703},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4486067295074463},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.401750385761261},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26328444480895996},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1506020426750183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1413416862487793}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7215167880058289},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5386251211166382},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.5264319181442261},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5191882848739624},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.4856668710708618},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.47928398847579956},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4691048562526703},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4486067295074463},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.401750385761261},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26328444480895996},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1506020426750183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1413416862487793},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie43999.2019.9028629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie43999.2019.9028629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W343052473","https://openalex.org/W1498339595","https://openalex.org/W1971421925","https://openalex.org/W1973815317","https://openalex.org/W1973872885","https://openalex.org/W1988630280","https://openalex.org/W2011287504","https://openalex.org/W2019149528","https://openalex.org/W2022114996","https://openalex.org/W2028777854","https://openalex.org/W2046011722","https://openalex.org/W2047013860","https://openalex.org/W2056944867","https://openalex.org/W2088465434","https://openalex.org/W2095293504","https://openalex.org/W2095596512","https://openalex.org/W2108224345","https://openalex.org/W2114447756","https://openalex.org/W2123919454","https://openalex.org/W2127101125","https://openalex.org/W2136931666","https://openalex.org/W2168254891","https://openalex.org/W2170930673","https://openalex.org/W2883776166","https://openalex.org/W2901769260","https://openalex.org/W4211099384"],"related_works":["https://openalex.org/W3151710375","https://openalex.org/W1935684938","https://openalex.org/W2564303820","https://openalex.org/W3216098733","https://openalex.org/W3123501546","https://openalex.org/W4301246993","https://openalex.org/W3149583266","https://openalex.org/W3166745428","https://openalex.org/W3127919122","https://openalex.org/W4248438602"],"abstract_inverted_index":{"A":[0],"variety":[1],"of":[2,43,53,134,146,161,192],"cyberlearning":[3],"environments":[4],"and":[5,16,22,75,117,137,164,174,189,213],"online":[6],"student":[7,58,110,170,210],"collaboration":[8,59,211],"techniques":[9,42,74],"are":[10],"used":[11,104],"in":[12,32,55,209],"Science,":[13],"Technology,":[14],"Engineering":[15],"Math":[17],"(STEM)":[18],"courses":[19],"to":[20,48,105,124,142,149,205],"analyze":[21,206],"enhance":[23],"academic":[24],"performance.":[25],"However,":[26],"only":[27],"a":[28,97,202],"few":[29],"research":[30,121,126],"studies":[31],"the":[33,37,44,51,62,77,107,125,132,135,144,147,155,162,175,185,190,207],"past":[34],"have":[35,112,183],"investigated":[36],"need":[38,78,187],"for":[39,79,188],"better":[40],"modeling":[41],"unstructured":[45,136],"discussion":[46,88,140,171,195],"forums":[47,89],"enable":[49,201],"measuring":[50],"influence":[52],"interactions":[54],"'dynamically":[56],"evolving'":[57],"networks":[60],"as":[61,154],"course":[63,118,156],"progresses.":[64,157],"This":[65],"paper":[66],"focuses":[67],"on":[68,113,131],"discussing":[69],"both":[70],"current":[71],"collaborative":[72,93,99],"learning":[73,94],"analyzing":[76],"developing":[80],"an":[81,180],"innovative":[82],"network":[83,100,172],"model":[84,101],"involving":[85],"more":[86],"structured/goal-oriented":[87],"that":[90,109],"portray":[91],"active":[92],"techniques.":[95],"Such":[96],"structured":[98,194,198],"can":[102],"be":[103],"investigate":[106],"impact":[108],"collaborations":[111],"knowledge":[114],"acquisition,":[115],"persistence":[116],"outcomes.":[119],"The":[120,158],"objective":[122],"leads":[123],"question":[127],"this":[128],"study":[129,204],"addresses":[130],"potential":[133],"dynamically":[138],"evolving":[139],"boards":[141],"measure":[143],"ability":[145],"learners":[148],"communicate":[150],"technical":[151],"information":[152],"effectively":[153],"experimental":[159],"analysis":[160,182],"weighted":[163],"undirected":[165],"temporal":[166],"(time-varying":[167],"or":[168],"dynamic)":[169],"data":[173],"inferences":[176],"drawn":[177],"from":[178],"such":[179],"exploratory":[181],"revealed":[184],"pedagogical":[186],"utility":[191],"schema-based":[193],"boards.":[196],"These":[197],"discussions":[199],"would":[200],"pragmatic":[203],"changes":[208],"patterns":[212],"belongingness.":[214]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
