{"id":"https://openalex.org/W2033746897","doi":"https://doi.org/10.1142/s1793206809000738","title":"CONVERGENCE OF DATA SOURCES IN THE ANALYSIS OF COMPLEX LEARNING ENVIRONMENTS","display_name":"CONVERGENCE OF DATA SOURCES IN THE ANALYSIS OF COMPLEX LEARNING ENVIRONMENTS","publication_year":2009,"publication_date":"2009-11-01","ids":{"openalex":"https://openalex.org/W2033746897","doi":"https://doi.org/10.1142/s1793206809000738","mag":"2033746897"},"language":"en","primary_location":{"id":"doi:10.1142/s1793206809000738","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s1793206809000738","pdf_url":null,"source":{"id":"https://openalex.org/S119620556","display_name":"Research and Practice in Technology Enhanced Learning","issn_l":"1793-2068","issn":["1793-2068","1793-7078"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Practice in Technology Enhanced Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1142/s1793206809000738","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079114117","display_name":"Susanne P. Lajoie","orcid":"https://orcid.org/0000-0003-2814-3962"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"SUSANNE P. LAJOIE","raw_affiliation_strings":["Department of Educational and Counselling Psychology, McGill University, 3700 McTavish St., Montreal Quebec Canada H3A1Y2, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Educational and Counselling Psychology, McGill University, 3700 McTavish St., Montreal Quebec Canada H3A1Y2, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032716678","display_name":"Genevi\u00e8ve Gauthier","orcid":"https://orcid.org/0000-0001-7368-638X"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"GENEVIEVE GAUTHIER","raw_affiliation_strings":["Department of Educational and Counselling Psychology, McGill University, 3700 McTavish St., Montreal Quebec Canada H3A1Y2, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Educational and Counselling Psychology, McGill University, 3700 McTavish St., Montreal Quebec Canada H3A1Y2, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103145871","display_name":"Jingyan Lu","orcid":"https://orcid.org/0000-0003-4628-0784"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"JINGYAN LU","raw_affiliation_strings":["Division of Information and Technology Studies, Faculty of Education, University of Hong Kong, Pokfulam Road, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Information and Technology Studies, Faculty of Education, University of Hong Kong, Pokfulam Road, Hong Kong","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3139,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66714435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"04","issue":"03","first_page":"195","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9950000047683716,"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":0.9950000047683716,"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":0.9771999716758728,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9635000228881836,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7357313632965088},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.6382310390472412},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6168254017829895},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.5280742645263672},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.507996141910553},{"id":"https://openalex.org/keywords/learning-environment","display_name":"Learning environment","score":0.45342469215393066},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.44006526470184326},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.42301851511001587},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.41375288367271423},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.374783992767334},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3657194674015045},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.2775441110134125},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.16042238473892212},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13879451155662537}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7357313632965088},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.6382310390472412},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6168254017829895},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.5280742645263672},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.507996141910553},{"id":"https://openalex.org/C2778365744","wikidata":"https://www.wikidata.org/wiki/Q2426689","display_name":"Learning environment","level":2,"score":0.45342469215393066},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.44006526470184326},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42301851511001587},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.41375288367271423},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.374783992767334},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3657194674015045},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.2775441110134125},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.16042238473892212},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13879451155662537},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":6,"locations":[{"id":"doi:10.1142/s1793206809000738","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s1793206809000738","pdf_url":null,"source":{"id":"https://openalex.org/S119620556","display_name":"Research and Practice in Technology Enhanced Learning","issn_l":"1793-2068","issn":["1793-2068","1793-7078"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Practice in Technology Enhanced Learning","raw_type":"journal-article"},{"id":"pmh:oai:escholarship.mcgill.ca:hm50tw365","is_oa":false,"landing_page_url":"https://escholarship.mcgill.ca/concern/articles/hm50tw365","pdf_url":null,"source":{"id":"https://openalex.org/S4306401568","display_name":"eScholarship@McGill (McGill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5023651","host_organization_name":"McGill University","host_organization_lineage":["https://openalex.org/I5023651"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research and Practice in Technology Enhanced Learning (2009), vol. 4, iss. 3, pp. 195\u2013219","raw_type":"Article"},{"id":"pmh:oai:escholarship.mcgill.ca:jw827g686","is_oa":false,"landing_page_url":"https://escholarship.mcgill.ca/concern/articles/jw827g686","pdf_url":null,"source":{"id":"https://openalex.org/S4306401568","display_name":"eScholarship@McGill (McGill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5023651","host_organization_name":"McGill University","host_organization_lineage":["https://openalex.org/I5023651"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.apsce.net/uploaded/filemanager/bf3545f9-8b1f-40b4-9361-fd788a4ee55c.pdf","raw_type":"Article"},{"id":"pmh:oai:hub.hku.hk:10722/125503","is_oa":false,"landing_page_url":"http://hdl.handle.net/10722/125503","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:mcgill.scholaris.ca:20.500.14905/78472","is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.14905/78472","pdf_url":null,"source":{"id":"https://openalex.org/S4306401568","display_name":"eScholarship@McGill (McGill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5023651","host_organization_name":"McGill University","host_organization_lineage":["https://openalex.org/I5023651"],"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":"https://vocabularies.coar-repositories.org/resource_types/c_6501/"},{"id":"pmh:oai:mcgill.scholaris.ca:20.500.14905/78928","is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.14905/78928","pdf_url":null,"source":{"id":"https://openalex.org/S4306401568","display_name":"eScholarship@McGill (McGill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5023651","host_organization_name":"McGill University","host_organization_lineage":["https://openalex.org/I5023651"],"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":"https://vocabularies.coar-repositories.org/resource_types/c_6501/"}],"best_oa_location":{"id":"doi:10.1142/s1793206809000738","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s1793206809000738","pdf_url":null,"source":{"id":"https://openalex.org/S119620556","display_name":"Research and Practice in Technology Enhanced Learning","issn_l":"1793-2068","issn":["1793-2068","1793-7078"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Practice in Technology Enhanced Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W51251913","https://openalex.org/W55045514","https://openalex.org/W74402279","https://openalex.org/W325314667","https://openalex.org/W569278410","https://openalex.org/W1499005519","https://openalex.org/W1500151553","https://openalex.org/W1515799968","https://openalex.org/W1523034385","https://openalex.org/W1566292206","https://openalex.org/W1574311813","https://openalex.org/W1608124789","https://openalex.org/W1752512628","https://openalex.org/W1780766673","https://openalex.org/W1855238771","https://openalex.org/W1970209023","https://openalex.org/W1972831211","https://openalex.org/W1981361874","https://openalex.org/W1981915196","https://openalex.org/W1984800886","https://openalex.org/W1988288407","https://openalex.org/W1997427448","https://openalex.org/W1999626445","https://openalex.org/W2022194882","https://openalex.org/W2024509488","https://openalex.org/W2034868451","https://openalex.org/W2051013971","https://openalex.org/W2082076776","https://openalex.org/W2085015777","https://openalex.org/W2094358701","https://openalex.org/W2098319571","https://openalex.org/W2103216219","https://openalex.org/W2114682262","https://openalex.org/W2118172827","https://openalex.org/W2122174115","https://openalex.org/W2146246571","https://openalex.org/W2164599981","https://openalex.org/W2166310255","https://openalex.org/W2461632455","https://openalex.org/W2489865376","https://openalex.org/W2945424237"],"related_works":["https://openalex.org/W2740949427","https://openalex.org/W2466909816","https://openalex.org/W2739584557","https://openalex.org/W4377140396","https://openalex.org/W2993407327","https://openalex.org/W3084279499","https://openalex.org/W3137277498","https://openalex.org/W2001663453","https://openalex.org/W2191551823","https://openalex.org/W2124020042"],"abstract_inverted_index":{"Learning":[0],"in":[1,59,70,93,115],"technology":[2,22,58,92,121],"mediated":[3],"learning":[4,17,31,62,107],"environments":[5,18],"is":[6],"a":[7,60,74,94],"complex":[8],"process":[9],"that":[10,19,27,44,53],"variesacross":[11],"individual":[12,67,106],"and":[13,89],"group":[14],"contexts.":[15],"Complex":[16],"are":[20],"mediatedby":[21],"require":[23],"distinct":[24],"concurrent":[25,46,100],"methodologies":[26],"reveal":[28],"when":[29],"andwhere":[30],"may":[32],"occur.":[33],"This":[34],"paper":[35],"describes":[36],"the":[37,51,55,71,78,82,111,116],"analysis":[38],"of":[39,57,73,113],"two":[40],"technology-mediatedproblem-solving":[41],"environments,":[42],"one":[43],"uses":[45],"methods":[47,101],"to":[48,103],"identify":[49],"expertise,and":[50],"other":[52],"examines":[54,66,81],"influence":[56],"collaborative":[61],"situation.The":[63],"first":[64],"example":[65,80],"problem":[68],"solving":[69],"context":[72,117],"standaloneenvironment,":[75],"BioWorld,":[76],"whereas":[77],"second":[79],"joint":[83],"productionof":[84],"medical":[85],"decisions":[86],"with":[87],"traditional":[88],"interactive":[90],"whiteboard":[91],"medicalclassroom.":[95],"These":[96],"examples":[97],"demonstrate":[98],"how":[99],"add":[102],"our":[104],"understandingof":[105],"as":[108,110],"well":[109],"co-construction":[112],"knowledge":[114],"ofclinical":[118],"reasoning":[119],"using":[120]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-09-02T18:50:13.731487","created_date":"2025-10-10T00:00:00"}
