{"id":"https://openalex.org/W2284898455","doi":"https://doi.org/10.4018/ijpop.2014070103","title":"Modeling the Interplay Between Knowledge and Affective Engagement in Students","display_name":"Modeling the Interplay Between Knowledge and Affective Engagement in Students","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2284898455","doi":"https://doi.org/10.4018/ijpop.2014070103","mag":"2284898455"},"language":"en","primary_location":{"id":"doi:10.4018/ijpop.2014070103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijpop.2014070103","pdf_url":null,"source":{"id":"https://openalex.org/S4210180561","display_name":"International Journal of People-Oriented Programming","issn_l":"2156-1788","issn":["2156-1788","2156-1796"],"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 People-Oriented Programming","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/A5110425404","display_name":"Sarah E. Schultz","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarah E. Schultz","raw_affiliation_strings":["Department of Computer Science, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008924726","display_name":"Ivon Arroyo","orcid":"https://orcid.org/0000-0002-9697-8016"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ivon Arroyo","raw_affiliation_strings":["Department of Social Sciences and Policy Studies, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Social Sciences and Policy Studies, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.15361051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":"2","first_page":"56","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9922999739646912,"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":0.9833999872207642,"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/session","display_name":"Session (web analytics)","score":0.6313945651054382},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5434681177139282},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5374525189399719},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4854021966457367},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4601268470287323},{"id":"https://openalex.org/keywords/student-engagement","display_name":"Student engagement","score":0.42846250534057617},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.41408276557922363},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.40699249505996704},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39733240008354187},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3661717474460602},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.35517096519470215},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.24851247668266296},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09386846423149109},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0862433910369873}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.6313945651054382},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5434681177139282},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5374525189399719},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4854021966457367},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4601268470287323},{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.42846250534057617},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.41408276557922363},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.40699249505996704},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39733240008354187},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3661717474460602},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35517096519470215},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.24851247668266296},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09386846423149109},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0862433910369873},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijpop.2014070103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijpop.2014070103","pdf_url":null,"source":{"id":"https://openalex.org/S4210180561","display_name":"International Journal of People-Oriented Programming","issn_l":"2156-1788","issn":["2156-1788","2156-1796"],"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 People-Oriented Programming","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W59378016","https://openalex.org/W120065238","https://openalex.org/W121401296","https://openalex.org/W129447122","https://openalex.org/W1513614698","https://openalex.org/W1565016070","https://openalex.org/W1976927254","https://openalex.org/W2015040676","https://openalex.org/W2066930759","https://openalex.org/W2094147479","https://openalex.org/W2109901510","https://openalex.org/W2145725090","https://openalex.org/W2253771273","https://openalex.org/W2578019973","https://openalex.org/W2979006918"],"related_works":["https://openalex.org/W4296749040","https://openalex.org/W4230197055","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W3012257603","https://openalex.org/W3177475962","https://openalex.org/W4292264782","https://openalex.org/W3016450995","https://openalex.org/W2141646567","https://openalex.org/W4296748749"],"abstract_inverted_index":{"Two":[0],"major":[1],"goals":[2],"in":[3,48,96],"Educational":[4],"Data":[5],"Mining":[6],"are":[7],"determining":[8,14],"students'":[9],"state":[10,17],"of":[11,35,61,63,87,117],"knowledge":[12,101],"and":[13,28,72,85,102,104,113],"their":[15],"affective":[16],"as":[18],"students":[19,88],"progress":[20],"through":[21],"the":[22,52,83,115],"learning":[23],"session.":[24],"While":[25],"many":[26],"models":[27],"solutions":[29],"have":[30],"been":[31,42],"explored":[32],"for":[33],"each":[34],"these":[36,46,64],"problems,":[37],"relatively":[38],"little":[39],"work":[40,75],"has":[41],"done":[43],"on":[44,107],"examining":[45],"states":[47,65],"parallel,":[49],"even":[50],"though":[51],"psychology":[53],"literature":[54],"suggests":[55],"that":[56,66,79],"it":[57,106],"is":[58],"an":[59,92],"interplay":[60],"both":[62,100],"influences":[67],"how":[68],"a":[69,77],"student":[70],"performs":[71],"behaves.":[73],"This":[74],"proposes":[76],"model":[78],"takes":[80],"into":[81],"account":[82],"performance":[84],"behavior":[86],"when":[89],"working":[90],"with":[91],"Intelligent":[93],"Tutoring":[94],"System":[95],"order":[97],"to":[98],"track":[99],"engagement":[103],"tests":[105],"data":[108],"from":[109],"two":[110],"different":[111],"systems":[112],"explores":[114],"usefulness":[116],"such":[118],"models.":[119]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}