{"id":"https://openalex.org/W2791298225","doi":"https://doi.org/10.1145/3170358.3170378","title":"Correlating affect and behavior in reasoning mind with state test achievement","display_name":"Correlating affect and behavior in reasoning mind with state test achievement","publication_year":2018,"publication_date":"2018-03-06","ids":{"openalex":"https://openalex.org/W2791298225","doi":"https://doi.org/10.1145/3170358.3170378","mag":"2791298225"},"language":"en","primary_location":{"id":"doi:10.1145/3170358.3170378","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3170358.3170378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Learning Analytics and Knowledge","raw_type":"proceedings-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/A5080925101","display_name":"Victor Kostyuk","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Victor Kostyuk","raw_affiliation_strings":["Reasoning Mind"],"affiliations":[{"raw_affiliation_string":"Reasoning Mind","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083004971","display_name":"Ma. Victoria Almeda","orcid":"https://orcid.org/0000-0001-5172-6467"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ma. Victoria Almeda","raw_affiliation_strings":["Columbia University"],"affiliations":[{"raw_affiliation_string":"Columbia University","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088695714","display_name":"Ryan S. Baker","orcid":"https://orcid.org/0000-0002-3051-3232"},"institutions":[{"id":"https://openalex.org/I36788626","display_name":"California University of Pennsylvania","ror":"https://ror.org/01spssf70","country_code":"US","type":"education","lineage":["https://openalex.org/I36788626"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan S. Baker","raw_affiliation_strings":["University of Pennsylvania"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania","institution_ids":["https://openalex.org/I36788626"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080925101"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3031,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.84785871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"30"},"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":0.9995999932289124,"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":0.9995999932289124,"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":0.9962999820709229,"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":0.9869999885559082,"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/affect","display_name":"Affect (linguistics)","score":0.8739222288131714},{"id":"https://openalex.org/keywords/boredom","display_name":"Boredom","score":0.7854549884796143},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6681257486343384},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5831620693206787},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5800138115882874},{"id":"https://openalex.org/keywords/replicate","display_name":"Replicate","score":0.5382584929466248},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.42641258239746094},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4190137982368469},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"Academic achievement","score":0.41383498907089233},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4104484021663666},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.4002460837364197},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3624782860279083},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07665708661079407},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07622644305229187},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.0675099790096283}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.8739222288131714},{"id":"https://openalex.org/C2777589236","wikidata":"https://www.wikidata.org/wiki/Q34255","display_name":"Boredom","level":2,"score":0.7854549884796143},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6681257486343384},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5831620693206787},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5800138115882874},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.5382584929466248},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.42641258239746094},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4190137982368469},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.41383498907089233},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4104484021663666},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.4002460837364197},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3624782860279083},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07665708661079407},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07622644305229187},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0675099790096283},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3170358.3170378","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3170358.3170378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Learning Analytics and Knowledge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W121401296","https://openalex.org/W134599246","https://openalex.org/W973843712","https://openalex.org/W1988219144","https://openalex.org/W2000117909","https://openalex.org/W2028886732","https://openalex.org/W2050482687","https://openalex.org/W2066816090","https://openalex.org/W2077539104","https://openalex.org/W2088449624","https://openalex.org/W2105043933","https://openalex.org/W2110065044","https://openalex.org/W2117342357","https://openalex.org/W2147869385","https://openalex.org/W2157825442","https://openalex.org/W2335830938","https://openalex.org/W2397800627","https://openalex.org/W2466244477","https://openalex.org/W2552308828"],"related_works":["https://openalex.org/W318616257","https://openalex.org/W3118254946","https://openalex.org/W3026775601","https://openalex.org/W2917043877","https://openalex.org/W2035863303","https://openalex.org/W2139976611","https://openalex.org/W4386479718","https://openalex.org/W4234657158","https://openalex.org/W3121061808","https://openalex.org/W2753873597"],"abstract_inverted_index":{"Previous":[0],"studies":[1],"have":[2,17],"investigated":[3],"the":[4,52,88,131,137,155],"relationship":[5,138],"between":[6,97,111,139,157],"affect,":[7,76,141],"behavior,":[8,129,140],"and":[9,21,42,75,77,84,100,113,127,142,159],"learning":[10,13,27,64,160,164],"in":[11,57,149],"blended":[12,63],"systems.":[14],"These":[15],"articles":[16],"found":[18],"that":[19],"affect":[20],"behavior":[22,74,83],"are":[23],"closely":[24],"linked":[25],"with":[26,87],"outcomes.":[28],"In":[29],"this":[30],"paper,":[31],"we":[32],"attempt":[33],"to":[34,45,124],"replicate":[35],"prior":[36],"work":[37],"on":[38,154],"how":[39,151],"affective":[40,85],"states":[41],"behaviors":[43],"relate":[44],"mathematics":[46,62],"achievement,":[47],"investigating":[48],"these":[49],"issues":[50],"within":[51],"context":[53],"of":[54,72,81,133],"5th-grade":[55],"students":[56],"South":[58],"Texas":[59],"using":[60],"a":[61,108,147],"system,":[65],"Reasoning":[66],"Mind.":[67],"We":[68],"use":[69],"automatic":[70],"detectors":[71],"student":[73],"correlate":[78],"inferred":[79],"rates":[80],"each":[82],"state":[86],"students'":[89],"end-of-year":[90],"standardized":[91],"assessment":[92],"score.":[93],"A":[94],"positive":[95],"correlation":[96,110],"engaged":[98],"concentration":[99],"test":[101,114],"scores":[102],"replicates":[103],"previous":[104,121],"studies,":[105],"as":[106],"does":[107],"negative":[109],"boredom":[112],"scores.":[115],"However,":[116],"our":[117],"findings":[118,122,153],"differ":[119],"from":[120],"relating":[123],"confusion,":[125],"frustration,":[126],"off-task":[128],"suggesting":[130],"importance":[132],"contextual":[134],"factors":[135],"for":[136],"learning.":[143],"Our":[144],"study":[145],"represents":[146],"step":[148],"understanding":[150],"broadly":[152],"relationships":[156],"affect/behavior":[158],"generalize":[161],"across":[162],"different":[163],"platforms.":[165]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
