{"id":"https://openalex.org/W3011785238","doi":"https://doi.org/10.1145/3375462.3375521","title":"Predicting student performance in interactive online question pools using mouse interaction features","display_name":"Predicting student performance in interactive online question pools using mouse interaction features","publication_year":2020,"publication_date":"2020-03-13","ids":{"openalex":"https://openalex.org/W3011785238","doi":"https://doi.org/10.1145/3375462.3375521","mag":"3011785238"},"language":"en","primary_location":{"id":"doi:10.1145/3375462.3375521","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375462.3375521","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Conference on Learning Analytics & 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/A5102743167","display_name":"Huan Wei","orcid":"https://orcid.org/0000-0003-3916-5518"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Huan Wei","raw_affiliation_strings":["HKUST, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"HKUST, Hong Kong SAR, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397330","display_name":"Haotian Li","orcid":"https://orcid.org/0000-0001-9547-3449"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haotian Li","raw_affiliation_strings":["HKUST, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"HKUST, Hong Kong SAR, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035687843","display_name":"Meng Xia","orcid":"https://orcid.org/0000-0002-2676-9032"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Meng Xia","raw_affiliation_strings":["HKUST, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"HKUST, Hong Kong SAR, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424394","display_name":"Yong Wang","orcid":"https://orcid.org/0000-0002-0092-0793"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yong Wang","raw_affiliation_strings":["HKUST, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"HKUST, Hong Kong SAR, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091466289","display_name":"Huamin Qu","orcid":"https://orcid.org/0000-0002-3344-9694"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Huamin Qu","raw_affiliation_strings":["HKUST, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"HKUST, Hong Kong SAR, China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102743167"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":6.375,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.96404659,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"645","last_page":"654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"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":0.9994999766349792,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9991999864578247,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9818000197410583,"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":0.7723113894462585},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5929318070411682},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4861397445201874},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.46365201473236084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4587649703025818},{"id":"https://openalex.org/keywords/interactive-learning","display_name":"Interactive Learning","score":0.4476795792579651},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.43580445647239685},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.42333486676216125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37787601351737976},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3258342742919922},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2895982563495636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7723113894462585},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5929318070411682},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4861397445201874},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.46365201473236084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4587649703025818},{"id":"https://openalex.org/C2776716048","wikidata":"https://www.wikidata.org/wiki/Q6045290","display_name":"Interactive Learning","level":2,"score":0.4476795792579651},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.43580445647239685},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.42333486676216125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37787601351737976},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3258342742919922},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2895982563495636},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3375462.3375521","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375462.3375521","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Conference on Learning Analytics & Knowledge","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-103287","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-103287","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"},{"id":"pmh:oai:repository.ust.hk:1783.1-103287","is_oa":false,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000558753800079","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W103340358","https://openalex.org/W973843712","https://openalex.org/W1562092080","https://openalex.org/W1576642033","https://openalex.org/W1808375816","https://openalex.org/W1968918624","https://openalex.org/W2015040676","https://openalex.org/W2019343940","https://openalex.org/W2023164354","https://openalex.org/W2041304617","https://openalex.org/W2075010670","https://openalex.org/W2109836887","https://openalex.org/W2117775678","https://openalex.org/W2134109892","https://openalex.org/W2165653993","https://openalex.org/W2345188977","https://openalex.org/W2413080797","https://openalex.org/W2484828460","https://openalex.org/W2594314024","https://openalex.org/W2602387228","https://openalex.org/W2677564260","https://openalex.org/W2751698296","https://openalex.org/W2795627946","https://openalex.org/W2805035427","https://openalex.org/W2884834684","https://openalex.org/W2887731312","https://openalex.org/W2903864925","https://openalex.org/W2904341466","https://openalex.org/W2913059114","https://openalex.org/W2915271110","https://openalex.org/W2915273119","https://openalex.org/W2917759141","https://openalex.org/W2917999592","https://openalex.org/W2940983426","https://openalex.org/W2963749793","https://openalex.org/W2997591727","https://openalex.org/W4242742520"],"related_works":["https://openalex.org/W2348562106","https://openalex.org/W2370820329","https://openalex.org/W2370554813","https://openalex.org/W2387560707","https://openalex.org/W2363525455","https://openalex.org/W4312355418","https://openalex.org/W4362576712","https://openalex.org/W2314810092","https://openalex.org/W2384329035","https://openalex.org/W2924031352"],"abstract_inverted_index":{"Modeling":[0],"student":[1,59,88,116,127,150,176,216],"learning":[2,14,24,65,201],"and":[3,15,74,130,145,255],"further":[4,125,243],"predicting":[5],"the":[6,131,185,189,225,231,245,261,264],"performance":[7,60,89,117,177,217,246],"is":[8,16,164],"a":[9,68,111,180,192,211],"well-established":[10],"task":[11],"in":[12,51,91,119,219,239,268],"online":[13,34,45,64,93,121,221],"crucial":[17],"to":[18,26,86,114,154,166],"personalized":[19],"education":[20],"by":[21,79,104,124],"recommending":[22],"different":[23,27,252],"resources":[25],"students":[28],"based":[29,148],"on":[30,58,149,172,179,188],"their":[31],"needs.":[32],"Interactive":[33],"question":[35,72,94,99,122,195,222,237,256],"pools":[36,95,123,223],"(e.g.,":[37,140,234],"educational":[38],"game":[39],"platforms),":[40],"an":[41],"important":[42],"component":[43],"of":[44,228,248,263],"education,":[46],"have":[47],"become":[48],"increasingly":[49],"popular":[50],"recent":[52],"years.":[53],"However,":[54],"most":[55],"existing":[56],"work":[57],"prediction":[61,90,118,218,253],"targets":[62],"at":[63],"platforms":[66],"with":[67],"well-structured":[69],"curriculum,":[70],"predefined":[71],"order":[73],"accurate":[75],"knowledge":[76,102],"tags":[77,103],"provided":[78],"domain":[80],"experts.":[81,105],"It":[82],"remains":[83],"unclear":[84],"how":[85],"conduct":[87],"interactive":[92,120,194,220],"without":[96],"such":[97],"well-organized":[98],"orders":[100],"or":[101],"In":[106,159],"this":[107],"paper,":[108],"we":[109,136],"propose":[110],"novel":[112],"approach":[113,187,208,250],"boost":[115],"considering":[126],"interaction":[128,266],"features":[129,139,233,267],"similarity":[132],"between":[133],"questions.":[134],"Specifically,":[135],"introduce":[137],"new":[138,181],"think":[141],"time,":[142],"first":[143,146],"attempt,":[144],"drag-and-drop)":[147],"mouse":[151],"movement":[152],"trajectories":[153],"delineate":[155],"students'":[156,168,235],"problem-solving":[157,170],"details.":[158],"addition,":[160],"heterogeneous":[161],"information":[162,171],"network":[163],"applied":[165],"integrating":[167],"historical":[169,236],"similar":[173],"questions,":[174],"enhancing":[175],"predictions":[178],"question.":[182],"We":[183,242],"evaluate":[184],"proposed":[186,265],"dataset":[190],"from":[191],"real-world":[193],"pool":[196],"using":[197,230],"four":[198],"typical":[199],"machine":[200],"models.":[202,241],"The":[203],"result":[204],"shows":[205],"that":[206],"our":[207,249],"can":[209],"achieve":[210],"much":[212],"higher":[213],"accuracy":[214],"for":[215],"than":[224],"traditional":[226],"way":[227],"only":[229],"statistical":[232],"scores)":[238],"various":[240],"discuss":[244],"consistency":[247],"across":[251],"models":[254],"classes,":[257],"as":[258,260],"well":[259],"importance":[262],"detail.":[269]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}