{"id":"https://openalex.org/W2090774719","doi":"https://doi.org/10.1109/tlt.2014.2363663","title":"Constructing Interpretative Views of Learners\u2019 Interaction Behavior in an Open Learner Model","display_name":"Constructing Interpretative Views of Learners\u2019 Interaction Behavior in an Open Learner Model","publication_year":2014,"publication_date":"2014-10-24","ids":{"openalex":"https://openalex.org/W2090774719","doi":"https://doi.org/10.1109/tlt.2014.2363663","mag":"2090774719"},"language":"en","primary_location":{"id":"doi:10.1109/tlt.2014.2363663","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tlt.2014.2363663","pdf_url":"https://ieeexplore.ieee.org/ielx7/4620076/7127093/06936358.pdf","source":{"id":"https://openalex.org/S130363450","display_name":"IEEE Transactions on Learning Technologies","issn_l":"1939-1382","issn":["1939-1382","2372-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Learning Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/4620076/7127093/06936358.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051064996","display_name":"Kyparisia Papanikolaou","orcid":"https://orcid.org/0000-0001-5752-6634"},"institutions":[{"id":"https://openalex.org/I254421610","display_name":"School of Pedagogical and Technological Education","ror":"https://ror.org/04v3r9z94","country_code":"GR","type":"education","lineage":["https://openalex.org/I254421610"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Kyparisia A. Papanikolaou","raw_affiliation_strings":["Department of Education, School of Pedagogical and Technological Education, Heraklion, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Education, School of Pedagogical and Technological Education, Heraklion, Greece","institution_ids":["https://openalex.org/I254421610"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051064996"],"corresponding_institution_ids":["https://openalex.org/I254421610"],"apc_list":null,"apc_paid":null,"fwci":5.0003,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95117138,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":"2","first_page":"201","last_page":"214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9991999864578247,"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":0.9991999864578247,"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":0.988099992275238,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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":0.8120962381362915},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5271161198616028},{"id":"https://openalex.org/keywords/hypermedia","display_name":"Hypermedia","score":0.5210872888565063},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4999990463256836},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4803656041622162},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.41506555676460266},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35948294401168823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15860974788665771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8120962381362915},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5271161198616028},{"id":"https://openalex.org/C2780126544","wikidata":"https://www.wikidata.org/wiki/Q837900","display_name":"Hypermedia","level":2,"score":0.5210872888565063},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4999990463256836},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4803656041622162},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.41506555676460266},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35948294401168823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15860974788665771},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tlt.2014.2363663","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tlt.2014.2363663","pdf_url":"https://ieeexplore.ieee.org/ielx7/4620076/7127093/06936358.pdf","source":{"id":"https://openalex.org/S130363450","display_name":"IEEE Transactions on Learning Technologies","issn_l":"1939-1382","issn":["1939-1382","2372-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Learning Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tlt.2014.2363663","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tlt.2014.2363663","pdf_url":"https://ieeexplore.ieee.org/ielx7/4620076/7127093/06936358.pdf","source":{"id":"https://openalex.org/S130363450","display_name":"IEEE Transactions on Learning Technologies","issn_l":"1939-1382","issn":["1939-1382","2372-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Learning Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2090774719.pdf","grobid_xml":"https://content.openalex.org/works/W2090774719.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W32406517","https://openalex.org/W58813315","https://openalex.org/W112761714","https://openalex.org/W115587020","https://openalex.org/W163254212","https://openalex.org/W186368669","https://openalex.org/W1509908983","https://openalex.org/W1528282518","https://openalex.org/W1535682146","https://openalex.org/W1540962147","https://openalex.org/W1541636585","https://openalex.org/W1553820083","https://openalex.org/W1574922254","https://openalex.org/W1603317653","https://openalex.org/W1621525304","https://openalex.org/W1710333953","https://openalex.org/W1729201176","https://openalex.org/W1749541544","https://openalex.org/W1771982060","https://openalex.org/W1827386195","https://openalex.org/W1872368966","https://openalex.org/W1927726812","https://openalex.org/W1966096468","https://openalex.org/W1986652235","https://openalex.org/W1995836200","https://openalex.org/W1996489397","https://openalex.org/W2006444123","https://openalex.org/W2025550889","https://openalex.org/W2038123083","https://openalex.org/W2041676769","https://openalex.org/W2084865976","https://openalex.org/W2099273059","https://openalex.org/W2103831158","https://openalex.org/W2104683713","https://openalex.org/W2115202370","https://openalex.org/W2121342934","https://openalex.org/W2122632599","https://openalex.org/W2135913086","https://openalex.org/W2138199375","https://openalex.org/W2147275720","https://openalex.org/W2148117181","https://openalex.org/W2148164272","https://openalex.org/W2150463884","https://openalex.org/W2153378020","https://openalex.org/W2154980848","https://openalex.org/W2162700863","https://openalex.org/W2170077899","https://openalex.org/W2170099775","https://openalex.org/W2188960590","https://openalex.org/W2274227135","https://openalex.org/W2770392263","https://openalex.org/W2928161975","https://openalex.org/W3087171228","https://openalex.org/W4233636301","https://openalex.org/W4242505431","https://openalex.org/W4248762293","https://openalex.org/W6601293331","https://openalex.org/W6607538169","https://openalex.org/W6630531902","https://openalex.org/W6631379733","https://openalex.org/W6632060227","https://openalex.org/W6636681717","https://openalex.org/W6637646393","https://openalex.org/W6674632090","https://openalex.org/W6675546143","https://openalex.org/W6681720927","https://openalex.org/W6681886821","https://openalex.org/W6684997231","https://openalex.org/W6694449411","https://openalex.org/W6782915219"],"related_works":["https://openalex.org/W1986400483","https://openalex.org/W1549330595","https://openalex.org/W2755139859","https://openalex.org/W2021446321","https://openalex.org/W1997004243","https://openalex.org/W2264492131","https://openalex.org/W2058246597","https://openalex.org/W2479453748","https://openalex.org/W2994105812","https://openalex.org/W2206808692"],"abstract_inverted_index":{"In":[0,24,50,103],"this":[1,42,91,104],"paper,":[2],"we":[3,26,39,54,106],"discuss":[4],"how":[5,147],"externalizing":[6],"learners'":[7,12,35,59,116],"interaction":[8,36,60,68,154],"behavior":[9,37,117],"may":[10],"support":[11],"explorations":[13],"in":[14,131],"an":[15],"adaptive":[16],"educational":[17],"hypermedia":[18],"environment":[19],"that":[20,74],"provides":[21],"activity-oriented":[22],"content.":[23],"particular,":[25],"propose":[27],"a":[28,70,113,119],"model":[29,43,64],"for":[30,46,172],"producing":[31],"interpretative":[32],"views":[33],"of":[34,67,72,84,115,121,152,168,184,187],"and":[38,78,86,89,118,136,164,182,192],"further":[40],"apply":[41],"to":[44,133],"INSPIREus":[45],"visualizing":[47],"specific":[48],"indicators.":[49],"the":[51,65,99,125,150,159,165,180,185,193],"proposed":[52],"approach,":[53],"collect":[55],"raw":[56],"data":[57,80,83,155,167],"from":[58,98],"at":[61],"various":[62],"grains,":[63],"state":[66],"using":[69],"set":[71],"indicators":[73,186],"combine":[75],"temporal,":[76],"navigational":[77],"performance":[79],"with":[81,94,112,141],"semantic":[82],"content":[85],"available":[87],"tools,":[88],"visualize":[90],"information":[92,96],"alongside":[93],"comparative":[95],"coming":[97],"instructor":[100],"or":[101,128],"peers.":[102],"way,":[105],"provide":[107,177],"users":[108],"(learners,":[109],"tutors,":[110],"peers)":[111],"mirror":[114],"point":[120],"reference":[122],"such":[123],"as":[124],"instructor's":[126],"proposal":[127],"peers'":[129],"behavior,":[130],"order":[132],"enable":[134],"monitoring":[135],"reflection.":[137],"An":[138],"empirical":[139],"study":[140],"students":[142],"is":[143],"also":[144],"described":[145],"investigating":[146],"they":[148,162,170],"interpret":[149],"visualizations":[151,194],"their":[153],"provided":[156],"by":[157],"INSPIREus,":[158],"metacognitive":[160],"skills":[161],"cultivate,":[163],"personal":[166],"peers":[169],"value":[171],"selecting":[173],"collaborators.":[174],"Preliminary":[175],"results":[176],"evidence":[178],"about":[179],"understandability":[181],"expressiveness":[183],"effort,":[188],"progress,":[189],"working":[190],"style,":[191],"used.":[195]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}