{"id":"https://openalex.org/W3163136630","doi":"https://doi.org/10.1080/10494820.2021.1927115","title":"Computer-supported collaborative concept mapping: the impact of students\u2019 perceptions of collaboration on their knowledge understanding and behavioral patterns","display_name":"Computer-supported collaborative concept mapping: the impact of students\u2019 perceptions of collaboration on their knowledge understanding and behavioral patterns","publication_year":2021,"publication_date":"2021-05-19","ids":{"openalex":"https://openalex.org/W3163136630","doi":"https://doi.org/10.1080/10494820.2021.1927115","mag":"3163136630"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2021.1927115","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2021.1927115","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","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/A5065669497","display_name":"Sannyuya Liu","orcid":"https://orcid.org/0000-0002-4926-3720"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sannyuya Liu","raw_affiliation_strings":["Central China Normal University","National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","National Engineering Laboratory for Educational Big Data, Central China Normal University, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Central China Normal University","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Laboratory for Educational Big Data, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055464256","display_name":"Lingyun Kang","orcid":"https://orcid.org/0000-0002-1520-3594"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lingyun Kang","raw_affiliation_strings":["Central China Normal University","National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Central China Normal University","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100382206","display_name":"Zhi Liu","orcid":"https://orcid.org/0000-0001-5024-9056"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Liu","raw_affiliation_strings":["Central China Normal University","National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","National Engineering Laboratory for Educational Big Data, Central China Normal University, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Central China Normal University","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Laboratory for Educational Big Data, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103038950","display_name":"Jing Fang","orcid":"https://orcid.org/0000-0002-9244-5896"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Fang","raw_affiliation_strings":["Central China Normal University","National Engineering Laboratory for Educational Big Data, Central China Normal University, Wuhan, People's Republic of China","National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Central China Normal University","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Laboratory for Educational Big Data, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101726016","display_name":"Zongkai Yang","orcid":"https://orcid.org/0000-0001-8354-721X"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongkai Yang","raw_affiliation_strings":["Central China Normal University","National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","National Engineering Laboratory for Educational Big Data, Central China Normal University, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Central China Normal University","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Laboratory for Educational Big Data, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058426743","display_name":"Jianwen Sun","orcid":"https://orcid.org/0000-0002-0951-1072"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwen Sun","raw_affiliation_strings":["Central China Normal University","National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","National Engineering Laboratory for Educational Big Data, Central China Normal University, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Central China Normal University","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Laboratory for Educational Big Data, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054922843","display_name":"Meiyi Wang","orcid":"https://orcid.org/0000-0001-6679-9853"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyi Wang","raw_affiliation_strings":["Central China Normal University","National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Central China Normal University","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062032064","display_name":"Mengwei Hu","orcid":"https://orcid.org/0000-0003-0966-8720"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengwei Hu","raw_affiliation_strings":["Central China Normal University","National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Central China Normal University","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I40963666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5055464256"],"corresponding_institution_ids":["https://openalex.org/I40963666"],"apc_list":null,"apc_paid":null,"fwci":4.9005,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.95194879,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"31","issue":"6","first_page":"3340","last_page":"3359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9955999851226807,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/perception","display_name":"Perception","score":0.8121036291122437},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5990474820137024},{"id":"https://openalex.org/keywords/concept-map","display_name":"Concept map","score":0.5557912588119507},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.5426308512687683},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.4695464074611664},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3601844012737274},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.23888331651687622}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.8121036291122437},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5990474820137024},{"id":"https://openalex.org/C200287777","wikidata":"https://www.wikidata.org/wiki/Q830115","display_name":"Concept map","level":2,"score":0.5557912588119507},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.5426308512687683},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.4695464074611664},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3601844012737274},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23888331651687622},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10494820.2021.1927115","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2021.1927115","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4915228183","display_name":null,"funder_award_id":"62077017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6595326548","display_name":null,"funder_award_id":"61977030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7758118313","display_name":null,"funder_award_id":"61937001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W21184117","https://openalex.org/W88509135","https://openalex.org/W764677974","https://openalex.org/W1485145560","https://openalex.org/W1520427559","https://openalex.org/W1558603010","https://openalex.org/W1849492915","https://openalex.org/W1929229154","https://openalex.org/W1947644038","https://openalex.org/W1966560991","https://openalex.org/W1967522508","https://openalex.org/W1969664405","https://openalex.org/W1971492392","https://openalex.org/W1974776846","https://openalex.org/W1976030211","https://openalex.org/W1977801226","https://openalex.org/W2007015645","https://openalex.org/W2007650540","https://openalex.org/W2009280397","https://openalex.org/W2010577270","https://openalex.org/W2016617906","https://openalex.org/W2029586792","https://openalex.org/W2042906117","https://openalex.org/W2046179518","https://openalex.org/W2052905580","https://openalex.org/W2077593533","https://openalex.org/W2086478583","https://openalex.org/W2087481670","https://openalex.org/W2099926671","https://openalex.org/W2107230952","https://openalex.org/W2109504569","https://openalex.org/W2111345701","https://openalex.org/W2116817443","https://openalex.org/W2122017950","https://openalex.org/W2122365622","https://openalex.org/W2126364303","https://openalex.org/W2137340294","https://openalex.org/W2150316895","https://openalex.org/W2155132349","https://openalex.org/W2164777277","https://openalex.org/W2168811880","https://openalex.org/W2240100632","https://openalex.org/W2296604545","https://openalex.org/W2321937800","https://openalex.org/W2466550336","https://openalex.org/W2495084597","https://openalex.org/W2514391610","https://openalex.org/W2573019811","https://openalex.org/W2591236009","https://openalex.org/W2611403557","https://openalex.org/W2666095250","https://openalex.org/W2748715535","https://openalex.org/W2748903797","https://openalex.org/W2752561648","https://openalex.org/W2760187995","https://openalex.org/W2791347425","https://openalex.org/W2795375898","https://openalex.org/W2799390559","https://openalex.org/W2800397035","https://openalex.org/W2806826778","https://openalex.org/W2889313968","https://openalex.org/W2913868868","https://openalex.org/W2966096394","https://openalex.org/W2981374758","https://openalex.org/W2998064868","https://openalex.org/W3009044038","https://openalex.org/W3011332289","https://openalex.org/W3013119053","https://openalex.org/W3032071922","https://openalex.org/W3032181612","https://openalex.org/W3094824032","https://openalex.org/W4231371247","https://openalex.org/W4238038741","https://openalex.org/W4246480044","https://openalex.org/W4298519808","https://openalex.org/W4299701492"],"related_works":["https://openalex.org/W3165364265","https://openalex.org/W4380576603","https://openalex.org/W2558040043","https://openalex.org/W2744739891","https://openalex.org/W206396107","https://openalex.org/W3082647669","https://openalex.org/W2628861693","https://openalex.org/W2785131372","https://openalex.org/W1929229154","https://openalex.org/W3157178246"],"abstract_inverted_index":{"Computer-supported":[0],"collaborative":[1,97,105],"concept":[2,8],"mapping":[3,9],"(CSCCM)":[4],"integrates":[5],"technology":[6],"and":[7,15,40,65,161],"to":[10,186],"support":[11],"students\u2019":[12,57],"knowledge":[13,38,63,111,121],"understanding,":[14],"much":[16],"research":[17,179],"on":[18,61],"the":[19,35,54,69,78,191],"behavioral":[20,41,66,132,145,159,172],"patterns":[21,42,67],"involved":[22],"in":[23,37,68,82,119,190],"CSCCM":[24,70,188],"activities":[25,189],"has":[26],"been":[27],"conducted.":[28],"However,":[29,113],"there":[30,114],"is":[31],"limited":[32],"understanding":[33,39,64,122],"of":[34,48,56,59,74,96,104,128,139,153,167,177],"differences":[36],"between":[43,123],"students":[44,91,99,124,134,148,162],"with":[45,90,92,100,125,135,149,163],"different":[46,126],"levels":[47,127],"collaboration":[49,60,129,140,154,168],"perception.":[50,130],"This":[51],"study":[52],"examined":[53],"impact":[55],"perceptions":[58],"their":[62],"activity.":[71],"A":[72],"total":[73],"36":[75],"individuals":[76],"from":[77],"same":[79],"university":[80],"participated":[81],"this":[83,178],"study.":[84],"The":[85,175],"findings":[86,176],"suggested":[87],"that":[88],"compared":[89],"a":[93,101,136,150,164,182],"low":[94,165],"level":[95,103,138,152,166],"perception,":[98],"high":[102,137],"perception":[106,141,155,169],"could":[107],"obtain":[108],"better":[109],"conceptual":[110],"understanding.":[112],"was":[115],"no":[116],"significant":[117],"difference":[118],"factual":[120],"For":[131],"patterns,":[133],"demonstrated":[142,156,170],"more":[143,157],"diverse":[144],"transition":[146,173],"sequences,":[147,160],"middle":[151],"repetitive":[158],"less":[171],"sequences.":[174],"can":[180],"provide":[181],"reference":[183],"for":[184],"teachers":[185],"design":[187],"classroom.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}