{"id":"https://openalex.org/W2555461451","doi":"https://doi.org/10.4018/ijwltt.2017010101","title":"Understanding the Impact of Individual Differences on Learner Performance Using Hypermedia Systems","display_name":"Understanding the Impact of Individual Differences on Learner Performance Using Hypermedia Systems","publication_year":2016,"publication_date":"2016-11-10","ids":{"openalex":"https://openalex.org/W2555461451","doi":"https://doi.org/10.4018/ijwltt.2017010101","mag":"2555461451"},"language":"en","primary_location":{"id":"doi:10.4018/ijwltt.2017010101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijwltt.2017010101","pdf_url":null,"source":{"id":"https://openalex.org/S76665588","display_name":"International Journal of Web-Based Learning and Teaching Technologies","issn_l":"1548-1093","issn":["1548-1093","1548-1107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web-Based Learning and Teaching Technologies","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/A5110567278","display_name":"Rana Alhajri","orcid":null},"institutions":[{"id":"https://openalex.org/I143601524","display_name":"Public Authority for Applied Education and Training","ror":"https://ror.org/024242h31","country_code":"KW","type":"education","lineage":["https://openalex.org/I143601524"]}],"countries":["KW"],"is_corresponding":true,"raw_author_name":"Rana Alhajri","raw_affiliation_strings":["Department of Computer Science, The Public Authority for Applied Education and Training (PAAET), Shuwaikh, Kuwait"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The Public Authority for Applied Education and Training (PAAET), Shuwaikh, Kuwait","institution_ids":["https://openalex.org/I143601524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076899570","display_name":"Ahmed Al-Hunaiyyan","orcid":"https://orcid.org/0000-0002-1393-7260"},"institutions":[{"id":"https://openalex.org/I143601524","display_name":"Public Authority for Applied Education and Training","ror":"https://ror.org/024242h31","country_code":"KW","type":"education","lineage":["https://openalex.org/I143601524"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Ahmed A. Alhunaiyyan","raw_affiliation_strings":["Department of Computer Science, The Public Authority for Applied Education and Training (PAAET), Alardiyah, Kuwait"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The Public Authority for Applied Education and Training (PAAET), Alardiyah, Kuwait","institution_ids":["https://openalex.org/I143601524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064605112","display_name":"Eba' AlMousa","orcid":null},"institutions":[{"id":"https://openalex.org/I143601524","display_name":"Public Authority for Applied Education and Training","ror":"https://ror.org/024242h31","country_code":"KW","type":"education","lineage":["https://openalex.org/I143601524"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Eba' AlMousa","raw_affiliation_strings":["Department of Computer Science, The Public Authority for Applied Education and Training (PAAET), Shuwaikh, Kuwait"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The Public Authority for Applied Education and Training (PAAET), Shuwaikh, Kuwait","institution_ids":["https://openalex.org/I143601524"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110567278"],"corresponding_institution_ids":["https://openalex.org/I143601524"],"apc_list":null,"apc_paid":null,"fwci":1.1053,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.8629583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"12","issue":"1","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9973999857902527,"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":0.9973999857902527,"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/T10162","display_name":"Online and Blended Learning","score":0.9923999905586243,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9765999913215637,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6586121916770935},{"id":"https://openalex.org/keywords/hypermedia","display_name":"Hypermedia","score":0.5593366026878357},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5285512208938599},{"id":"https://openalex.org/keywords/cognitive-style","display_name":"Cognitive style","score":0.4744492769241333},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.42787569761276245},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4205721616744995},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4192352890968323},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.35080137848854065},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.27730095386505127},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.24007707834243774}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6586121916770935},{"id":"https://openalex.org/C2780126544","wikidata":"https://www.wikidata.org/wiki/Q837900","display_name":"Hypermedia","level":2,"score":0.5593366026878357},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5285512208938599},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.4744492769241333},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.42787569761276245},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4205721616744995},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4192352890968323},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35080137848854065},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27730095386505127},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.24007707834243774},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","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},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijwltt.2017010101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijwltt.2017010101","pdf_url":null,"source":{"id":"https://openalex.org/S76665588","display_name":"International Journal of Web-Based Learning and Teaching Technologies","issn_l":"1548-1093","issn":["1548-1093","1548-1107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web-Based Learning and Teaching Technologies","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jwltt0:v:12:y:2017:i:1:p:1-18","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJWLTT.2017010101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1491139408","https://openalex.org/W1505918015","https://openalex.org/W1515777479","https://openalex.org/W1966791154","https://openalex.org/W1968982112","https://openalex.org/W1977975281","https://openalex.org/W1980241046","https://openalex.org/W1982310351","https://openalex.org/W1984927662","https://openalex.org/W1985579192","https://openalex.org/W1987206568","https://openalex.org/W1992419399","https://openalex.org/W1995101231","https://openalex.org/W2011437892","https://openalex.org/W2013044819","https://openalex.org/W2016978705","https://openalex.org/W2023036738","https://openalex.org/W2030773385","https://openalex.org/W2033143829","https://openalex.org/W2040707862","https://openalex.org/W2041296532","https://openalex.org/W2046700103","https://openalex.org/W2047500748","https://openalex.org/W2047555270","https://openalex.org/W2077569099","https://openalex.org/W2080201437","https://openalex.org/W2080783981","https://openalex.org/W2096335861","https://openalex.org/W2103467710","https://openalex.org/W2104231681","https://openalex.org/W2126348911","https://openalex.org/W2127839526","https://openalex.org/W2143246299","https://openalex.org/W2145137125","https://openalex.org/W2159215026","https://openalex.org/W2167191587","https://openalex.org/W2216757690","https://openalex.org/W2300440854","https://openalex.org/W2966207845","https://openalex.org/W3022958099","https://openalex.org/W3193532866"],"related_works":["https://openalex.org/W1986400483","https://openalex.org/W2755139859","https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W2012155901","https://openalex.org/W2109996342","https://openalex.org/W2167191587","https://openalex.org/W2892063100","https://openalex.org/W1528637933","https://openalex.org/W2757920150"],"abstract_inverted_index":{"In":[0,39],"recent":[1],"studies,":[2],"there":[3],"has":[4],"been":[5],"focus":[6],"on":[7],"understanding":[8],"learner":[9],"performance":[10,26,56,119],"and":[11,36,99],"behaviour":[12],"using":[13,47,122],"Web-Based":[14],"Instruction":[15],"(WBI)":[16],"systems":[17],"which":[18],"accommodate":[19],"individual":[20,60,114,139],"differences.":[21],"Studies":[22],"have":[23],"investigated":[24,66],"the":[25,42,55,77,85,88,105,136],"of":[27,57,59,87,113,130,138],"these":[28],"differences":[29,61,115,140],"individually":[30,145],"such":[31],"as":[32],"gender,":[33],"cognitive":[34],"style":[35],"prior":[37],"knowledge.":[38],"this":[40],"article,":[41],"authors":[43,108],"describe":[44],"a":[45,48,117],"case-study":[46],"large":[49],"student":[50],"user":[51],"base.":[52],"They":[53,126],"analysed":[54],"combinations":[58,112],"to":[62,75,83,95,100,134],"investigate":[63,84],"how":[64],"each":[65],"item":[67],"influenced":[68],"learning":[69],"performance.":[70,106,149],"The":[71,107],"data":[72,78,91],"was":[73,93],"filtered":[74],"validate":[76],"mining":[79,124],"findings":[80,98],"in":[81,146],"order":[82],"sensitivity":[86],"results.":[89],"Moving":[90],"threshold":[92],"used":[94],"evaluate":[96],"their":[97],"understand":[101],"what":[102],"could":[103],"affect":[104],"found":[109],"that":[110,128],"certain":[111],"altered":[116],"learner's":[118],"level":[120],"significantly":[121],"Data":[123],"techniques.":[125],"conclude":[127],"designers":[129],"WBI":[131],"applications":[132],"need":[133],"consider":[135],"combination":[137],"rather":[141],"than":[142],"considering":[143],"them":[144],"measuring":[147],"learners'":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}