{"id":"https://openalex.org/W2062288639","doi":"https://doi.org/10.1145/2724660.2728682","title":"Item Ordering Effects with Qualitative Explanations using Online Adaptive Tutoring Data","display_name":"Item Ordering Effects with Qualitative Explanations using Online Adaptive Tutoring Data","publication_year":2015,"publication_date":"2015-03-09","ids":{"openalex":"https://openalex.org/W2062288639","doi":"https://doi.org/10.1145/2724660.2728682","mag":"2062288639"},"language":"en","primary_location":{"id":"doi:10.1145/2724660.2728682","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2724660.2728682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second (2015) ACM Conference on Learning @ Scale","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/A5035076469","display_name":"Steven Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Steven Tang","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113904516","display_name":"Elizabeth A. McBride","orcid":"https://orcid.org/0009-0008-2611-2410"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth McBride","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015191274","display_name":"Hannah Gogel","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hannah Gogel","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021273980","display_name":"Zachary A. Pardos","orcid":"https://orcid.org/0000-0002-6016-7051"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zachary A. Pardos","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035076469"],"corresponding_institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":1.2943,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85694845,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"313","last_page":"316"},"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":0.9944999814033508,"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":0.9796000123023987,"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":0.7259917855262756},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6632835268974304},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5259042978286743},{"id":"https://openalex.org/keywords/item-response-theory","display_name":"Item response theory","score":0.48126739263534546},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.47319695353507996},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.45797014236450195},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.44724857807159424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35532453656196594},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.24437549710273743},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1028749942779541},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09116631746292114}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7259917855262756},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6632835268974304},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5259042978286743},{"id":"https://openalex.org/C19875794","wikidata":"https://www.wikidata.org/wiki/Q1207340","display_name":"Item response theory","level":3,"score":0.48126739263534546},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.47319695353507996},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.45797014236450195},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.44724857807159424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35532453656196594},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.24437549710273743},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1028749942779541},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09116631746292114},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.0},{"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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2724660.2728682","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2724660.2728682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second (2015) ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1918776538","https://openalex.org/W2015040676","https://openalex.org/W2066816090","https://openalex.org/W2129373702","https://openalex.org/W2487523824"],"related_works":["https://openalex.org/W2328467352","https://openalex.org/W2975773103","https://openalex.org/W2136484569","https://openalex.org/W2159195731","https://openalex.org/W2069592018","https://openalex.org/W2116418965","https://openalex.org/W2075740387","https://openalex.org/W3035181661","https://openalex.org/W2912894269","https://openalex.org/W2358990940"],"abstract_inverted_index":{"Online":[0],"computer":[1],"adaptive":[2],"learning":[3,16,101,110,117,195],"is":[4,39,47,94,111],"increasingly":[5],"being":[6],"used":[7,40],"in":[8,57,134],"classrooms":[9],"as":[10],"a":[11,53,83,135],"way":[12],"to":[13,24,41,49,68,89,131,145,168,180,192],"provide":[14,25],"guided":[15],"for":[17],"students.":[18],"Such":[19],"tutors":[20],"have":[21,193],"the":[22,81,95,106,122,132,174],"potential":[23],"tailored":[26],"feedback":[27],"based":[28],"on":[29],"specific":[30],"student":[31,43,66,84,133],"needs":[32],"and":[33,97,124,176],"misunderstandings.":[34],"Bayesian":[35],"knowledge":[36,44,46,67],"tracing":[37],"(BKT)":[38],"model":[42,78],"when":[45,121],"assumed":[48],"be":[50,69,105,119],"changing":[51],"throughout":[52],"single":[54],"assessment":[55,73],"period;":[56],"contrast,":[58],"traditional":[59],"Item":[60],"Response":[61],"Theory":[62],"(IRT)":[63],"models":[64,144],"assume":[65],"constant":[70],"within":[71],"an":[72,157],"period.":[74],"The":[75],"basic":[76],"BKT":[77,143],"assumes":[79],"that":[80,109,166,184],"chance":[82],"transitions":[85],"from":[86,152],"\"not":[87],"knowing\"":[88],"\"knowing\"":[90],"after":[91],"each":[92],"item":[93],"same,":[96],"problems":[98],"are":[99,129,190],"considered":[100],"opportunities.":[102],"It":[103],"could":[104],"case,":[107],"however,":[108],"actually":[112],"context":[113,148],"sensitive,":[114],"where":[115],"students'":[116],"might":[118,185],"improved":[120],"items":[123,175],"their":[125,177],"associated":[126],"tutoring":[127,159,178],"content":[128,179],"delivered":[130,155],"particular":[136],"order.":[137],"In":[138],"this":[139],"paper,":[140],"we":[141,171],"use":[142],"find":[146],"such":[147,188],"sensitive":[149],"transition":[150],"probabilities":[151],"real":[153],"data":[154],"by":[156],"online":[158],"system,":[160],"ASSISTments.":[161],"After":[162],"empirically":[163],"deriving":[164],"orderings":[165,189],"lead":[167],"better":[169],"learning,":[170],"qualitatively":[172],"analyze":[173],"uncover":[181],"any":[182],"mechanisms":[183],"explain":[186],"why":[187],"modeled":[191],"higher":[194],"potential.":[196]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}