{"id":"https://openalex.org/W2791368588","doi":"https://doi.org/10.1080/10494820.2018.1446989","title":"Effects of a linked data-based annotation approach on students\u2019 learning achievement and cognitive load","display_name":"Effects of a linked data-based annotation approach on students\u2019 learning achievement and cognitive load","publication_year":2018,"publication_date":"2018-03-07","ids":{"openalex":"https://openalex.org/W2791368588","doi":"https://doi.org/10.1080/10494820.2018.1446989","mag":"2791368588"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2018.1446989","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2018.1446989","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/A5064615228","display_name":"Hafed Zarzour","orcid":"https://orcid.org/0000-0001-9441-4842"},"institutions":[{"id":"https://openalex.org/I1288970718","display_name":"Mohamed-Cherif Messaadia University","ror":"https://ror.org/04pn9tn44","country_code":"DZ","type":"education","lineage":["https://openalex.org/I1288970718"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Hafed Zarzour","raw_affiliation_strings":["Department of Computer Science, University of Souk Ahras, Souk Ahras, Algeria"],"raw_orcid":"https://orcid.org/0000-0001-9441-4842","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Souk Ahras, Souk Ahras, Algeria","institution_ids":["https://openalex.org/I1288970718"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078815797","display_name":"Mokhtar Sellami","orcid":"https://orcid.org/0000-0001-8941-1225"},"institutions":[{"id":"https://openalex.org/I108754898","display_name":"Badji Mokhtar-Annaba University","ror":"https://ror.org/03sf55932","country_code":"DZ","type":"education","lineage":["https://openalex.org/I108754898"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mokhtar Sellami","raw_affiliation_strings":["LABGED, Department of Computer Science, University of Annaba, Annaba, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LABGED, Department of Computer Science, University of Annaba, Annaba, Algeria","institution_ids":["https://openalex.org/I108754898"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064615228"],"corresponding_institution_ids":["https://openalex.org/I1288970718"],"apc_list":null,"apc_paid":null,"fwci":2.3156,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.89365389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"26","issue":"8","first_page":"1090","last_page":"1099"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9815000295639038,"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":0.9815000295639038,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9692000150680542,"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"}},{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.9659000039100647,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.7896843552589417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6572346687316895},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6141870021820068},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5870341062545776},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5752900242805481},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.5358665585517883},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.513848602771759},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5074097514152527},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4997122287750244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39040684700012207},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3645080327987671},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29852014780044556}],"concepts":[{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7896843552589417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6572346687316895},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6141870021820068},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5870341062545776},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5752900242805481},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.5358665585517883},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.513848602771759},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5074097514152527},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4997122287750244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39040684700012207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3645080327987671},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29852014780044556},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10494820.2018.1446989","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2018.1446989","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":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1554702516","https://openalex.org/W1575434449","https://openalex.org/W1793935957","https://openalex.org/W1939506379","https://openalex.org/W1972853882","https://openalex.org/W1980877068","https://openalex.org/W1980975087","https://openalex.org/W2004879190","https://openalex.org/W2010635679","https://openalex.org/W2015191210","https://openalex.org/W2016133424","https://openalex.org/W2027817155","https://openalex.org/W2064749740","https://openalex.org/W2082957457","https://openalex.org/W2090826614","https://openalex.org/W2096036274","https://openalex.org/W2098651673","https://openalex.org/W2104752199","https://openalex.org/W2109832691","https://openalex.org/W2113147248","https://openalex.org/W2115504589","https://openalex.org/W2116165551","https://openalex.org/W2122552415","https://openalex.org/W2125552426","https://openalex.org/W2127262489","https://openalex.org/W2331831453","https://openalex.org/W2415359412","https://openalex.org/W2547080868","https://openalex.org/W2585579135"],"related_works":["https://openalex.org/W1892467659","https://openalex.org/W2961085424","https://openalex.org/W1529400504","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116"],"abstract_inverted_index":{"In":[0],"this":[1,42],"study,":[2],"a":[3,25,30],"linked":[4,26,131],"data-based":[5,132],"annotation":[6,91,133],"approach":[7,19,134],"is":[8],"proposed.":[9],"A":[10],"learning":[11,146],"system":[12],"has":[13],"been":[14],"developed":[15],"based":[16],"on":[17],"the":[18,39,62,67,71,75,80,85,89,98,103,107,111,114,121,124,130,138],"by":[20],"providing":[21],"an":[22,45],"annotating":[23],"function,":[24,29],"data":[27],"enrichment":[28],"sharing":[31],"function":[32],"and":[33,74],"faceted":[34],"search":[35],"function.":[36],"To":[37],"evaluate":[38],"effectiveness":[40],"of":[41,54,110],"innovative":[43],"approach,":[44,73],"experiment":[46,94],"was":[47,117],"carried":[48],"out":[49],"in":[50,65,83,113,123],"which":[51,66,84],"two":[52],"classes":[53],"students":[55,68,86,112],"participated.":[56],"The":[57,93],"first":[58],"class":[59,77],"served":[60,78],"as":[61,79],"experimental":[63,99,115],"group,":[64,82],"learned":[69,87],"with":[70,88],"proposed":[72],"second":[76],"control":[81,104,125],"conventional":[90],"approach.":[92],"results":[95],"show":[96],"that":[97,129],"group":[100,116],"significantly":[101,118],"outperformed":[102],"group.":[105,126],"Moreover,":[106],"cognitive":[108,140],"load":[109],"lower":[119],"than":[120],"ones":[122],"This":[127],"implies":[128],"not":[135],"only":[136],"reduced":[137],"students\u2019":[139],"load,":[141],"but":[142],"also":[143],"improved":[144],"their":[145],"achievement.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
