{"id":"https://openalex.org/W2343204975","doi":"https://doi.org/10.1080/10494820.2015.1057740","title":"Exploring the interactive patterns of concept map-based online discussion: a sequential analysis of users\u2019 operations, cognitive processing, and knowledge construction","display_name":"Exploring the interactive patterns of concept map-based online discussion: a sequential analysis of users\u2019 operations, cognitive processing, and knowledge construction","publication_year":2015,"publication_date":"2015-06-25","ids":{"openalex":"https://openalex.org/W2343204975","doi":"https://doi.org/10.1080/10494820.2015.1057740","mag":"2343204975"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2015.1057740","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2015.1057740","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/A5112104113","display_name":"Sheng-Yi Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I18960004","display_name":"University of Kang Ning","ror":"https://ror.org/05hewaf81","country_code":"TW","type":"education","lineage":["https://openalex.org/I18960004"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Sheng-Yi Wu","raw_affiliation_strings":["Department of Information Communication, University of Kang Ning, No.188, Sec. 5, Anzhong Rd., Annan Dist., Tainan City 709, Taiwan, ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Communication, University of Kang Ning, No.188, Sec. 5, Anzhong Rd., Annan Dist., Tainan City 709, Taiwan, ROC","institution_ids":["https://openalex.org/I18960004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010976921","display_name":"Sherry Y. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sherry Y. Chen","raw_affiliation_strings":["Graduate Institute of Network Learning Technology, National Central University, Jhongli, Taiwan, ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Network Learning Technology, National Central University, Jhongli, Taiwan, ROC","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085454224","display_name":"Huei\u2010Tse Hou","orcid":"https://orcid.org/0000-0003-1783-8830"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Huei-Tse Hou","raw_affiliation_strings":["Graduate Institute of Applied Science and Technology, National Taiwan University of Science and Technology, Taipei, Taiwan, ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Applied Science and Technology, National Taiwan University of Science and Technology, Taipei, Taiwan, ROC","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112104113"],"corresponding_institution_ids":["https://openalex.org/I18960004"],"apc_list":null,"apc_paid":null,"fwci":2.2983,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.88650334,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"24","issue":"8","first_page":"1778","last_page":"1794"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9961000084877014,"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":0.9961000084877014,"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":0.9811000227928162,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/concept-map","display_name":"Concept map","score":0.8438782691955566},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6652047634124756},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6256349086761475},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5865205526351929},{"id":"https://openalex.org/keywords/cognitive-map","display_name":"Cognitive map","score":0.554948627948761},{"id":"https://openalex.org/keywords/mind-map","display_name":"Mind map","score":0.5300557017326355},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32299086451530457},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2313409149646759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21441048383712769}],"concepts":[{"id":"https://openalex.org/C200287777","wikidata":"https://www.wikidata.org/wiki/Q830115","display_name":"Concept map","level":2,"score":0.8438782691955566},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6652047634124756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6256349086761475},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5865205526351929},{"id":"https://openalex.org/C170494330","wikidata":"https://www.wikidata.org/wiki/Q1778434","display_name":"Cognitive map","level":3,"score":0.554948627948761},{"id":"https://openalex.org/C2779808312","wikidata":"https://www.wikidata.org/wiki/Q192833","display_name":"Mind map","level":2,"score":0.5300557017326355},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32299086451530457},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2313409149646759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21441048383712769},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10494820.2015.1057740","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2015.1057740","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":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G8554245111","display_name":null,"funder_award_id":"MOST-100-2628-S-011-001-MY4,MOST-102-2511-S-011-001-MY3,MOST-102-2511-S-426-001-MY2","funder_id":"https://openalex.org/F4320322108","funder_display_name":"Ministry of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320322108","display_name":"Ministry of Science and Technology","ror":"https://ror.org/032e49973"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W150095201","https://openalex.org/W293641392","https://openalex.org/W777981176","https://openalex.org/W1506519281","https://openalex.org/W1575362237","https://openalex.org/W1583677248","https://openalex.org/W1971684921","https://openalex.org/W1972034440","https://openalex.org/W1974776846","https://openalex.org/W1979815652","https://openalex.org/W1997641172","https://openalex.org/W2003580244","https://openalex.org/W2017774472","https://openalex.org/W2017851618","https://openalex.org/W2031707314","https://openalex.org/W2031796089","https://openalex.org/W2037034718","https://openalex.org/W2050594247","https://openalex.org/W2052965962","https://openalex.org/W2056222649","https://openalex.org/W2070270357","https://openalex.org/W2086830439","https://openalex.org/W2088743325","https://openalex.org/W2089490092","https://openalex.org/W2090239743","https://openalex.org/W2091378680","https://openalex.org/W2098245861","https://openalex.org/W2109426564","https://openalex.org/W2111953942","https://openalex.org/W2116817443","https://openalex.org/W2119489981","https://openalex.org/W2120320518","https://openalex.org/W2120341403","https://openalex.org/W2122017950","https://openalex.org/W2124838860","https://openalex.org/W2138170171","https://openalex.org/W2152379890","https://openalex.org/W2155132349","https://openalex.org/W2163144973","https://openalex.org/W2171892883","https://openalex.org/W2769416443","https://openalex.org/W4231371247","https://openalex.org/W4250461442"],"related_works":["https://openalex.org/W2996614013","https://openalex.org/W4383616911","https://openalex.org/W4312215191","https://openalex.org/W2921478794","https://openalex.org/W2990455232","https://openalex.org/W2051170418","https://openalex.org/W2368860108","https://openalex.org/W3152028830","https://openalex.org/W2391804740","https://openalex.org/W2179812180"],"abstract_inverted_index":{"Concept":[0],"maps":[1],"can":[2,120],"be":[3],"used":[4,112],"as":[5],"a":[6,16,64,103,108],"cognitive":[7,34,85,124],"tool":[8],"to":[9,57,101,106,130,132],"assist":[10],"learners'":[11,27,37,60,72],"knowledge":[12,41,90],"construction.":[13,91],"However,":[14],"in":[15,63,74],"concept":[17,32,65,76,114,118],"map-based":[18,66],"online":[19,67],"discussion":[20,68,81],"environment,":[21],"studies":[22],"that":[23,95],"take":[24],"into":[25],"consideration":[26],"manipulative":[28],"actions":[29],"of":[30,84],"composing":[31],"maps,":[33],"process":[35],"among":[36],"discussion,":[38],"and":[39,79,88,127],"social":[40,89],"construction":[42],"at":[43],"the":[44,75,113,117,133],"same":[45],"time":[46],"are":[47],"still":[48],"lacking.":[49],"Therefore,":[50],"this":[51],"study":[52],"employed":[53],"lag":[54],"sequential":[55],"analysis":[56],"empirically":[58],"explore":[59],"behavioral":[61,82],"patterns":[62,83],"environment.":[69],"We":[70],"explored":[71],"operations":[73],"map":[77,119],"tool,":[78],"their":[80],"processing":[86,125],"phases":[87,126],"The":[92],"results":[93],"showed":[94],"it":[96],"was":[97],"easier":[98],"for":[99],"learners":[100,129],"define":[102,107],"node":[104],"than":[105],"relationship":[109],"when":[110],"they":[111],"map.":[115],"Additionally,":[116],"enhance":[121],"higher":[122],"level":[123],"lead":[128],"return":[131],"main":[134],"discussions":[135,138],"from":[136],"off-topic":[137],"significantly.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3}],"updated_date":"2026-06-02T09:04:35.204637","created_date":"2025-10-10T00:00:00"}