{"id":"https://openalex.org/W1551654089","doi":"https://doi.org/10.1109/icassp.2015.7179032","title":"eTutor: Online learning for personalized education","display_name":"eTutor: Online learning for personalized education","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1551654089","doi":"https://doi.org/10.1109/icassp.2015.7179032","mag":"1551654089"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2015.7179032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7179032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5053015746","display_name":"Cem Tekin","orcid":"https://orcid.org/0000-0003-4361-4021"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Cem Tekin","raw_affiliation_strings":["Bilkent University, Ankara, Turkey","Bilkent University, Ankara, TURKEY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]},{"raw_affiliation_string":"Bilkent University, Ankara, TURKEY#TAB#","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046791328","display_name":"Jonas Braun","orcid":"https://orcid.org/0000-0001-7073-7014"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonas Braun","raw_affiliation_strings":["University of California, Los Angeles, CA","University of California\u2013Los Angeles USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, CA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California\u2013Los Angeles USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012339002","display_name":"Mihaela van der Schaar","orcid":"https://orcid.org/0000-0003-3933-6049"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mihaela van der Schaar","raw_affiliation_strings":["University of California, Los Angeles, CA","University of California\u2013Los Angeles USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, CA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California\u2013Los Angeles USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.9582,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.96346458,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"5545","last_page":"5549"},"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":0.9926999807357788,"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/T11283","display_name":"Experimental Learning in Engineering","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7473952770233154},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.6961338520050049},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6434067487716675},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.6117496490478516},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6102327704429626},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.6094419956207275},{"id":"https://openalex.org/keywords/tutor","display_name":"TUTOR","score":0.5240179300308228},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4240427613258362},{"id":"https://openalex.org/keywords/e-learning","display_name":"E learning","score":0.41444170475006104},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.4135921001434326},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40841570496559143},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.27031409740448},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.16240093111991882},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.1380210518836975},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10450166463851929}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7473952770233154},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6961338520050049},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6434067487716675},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.6117496490478516},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6102327704429626},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.6094419956207275},{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.5240179300308228},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4240427613258362},{"id":"https://openalex.org/C2984567223","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"E learning","level":3,"score":0.41444170475006104},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.4135921001434326},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40841570496559143},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.27031409740448},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.16240093111991882},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.1380210518836975},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10450166463851929},{"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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2015.7179032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7179032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/28019","is_oa":false,"landing_page_url":"http://hdl.handle.net/11693/28019","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"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":17,"referenced_works":["https://openalex.org/W1495732331","https://openalex.org/W1886786809","https://openalex.org/W1997956661","https://openalex.org/W2012265254","https://openalex.org/W2048083010","https://openalex.org/W2051963836","https://openalex.org/W2095852383","https://openalex.org/W2125054539","https://openalex.org/W2125916728","https://openalex.org/W2149602542","https://openalex.org/W2152554518","https://openalex.org/W2200406130","https://openalex.org/W2471699996","https://openalex.org/W6639443679","https://openalex.org/W6678407692","https://openalex.org/W6682083425","https://openalex.org/W6720364629"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2383694","https://openalex.org/W2049979679","https://openalex.org/W2110554190","https://openalex.org/W1793696670","https://openalex.org/W2153073817","https://openalex.org/W4372406133","https://openalex.org/W4385793885","https://openalex.org/W3164236313","https://openalex.org/W2048219483"],"abstract_inverted_index":{"Given":[0],"recent":[1],"advances":[2],"in":[3,16,194],"information":[4],"technology":[5],"and":[6,97,120,125,138],"artificial":[7],"intelligence,":[8],"web-based":[9,58,82],"education":[10,36,59,83,86],"systems":[11,29,46],"have":[12],"became":[13],"complementary":[14],"and,":[15],"some":[17],"cases,":[18],"viable":[19],"alternatives":[20],"to":[21,34,38,64,72,92,130,165,172,185,187,190,206],"traditional":[22],"classroom":[23],"teaching.":[24],"The":[25],"popularity":[26],"of":[27,51,108,127,155,182,217],"these":[28,167],"stems":[30],"from":[31],"their":[32,101],"ability":[33],"make":[35],"available":[37],"a":[39,74,80,188,222,233],"large":[40],"demographics":[41],"(see":[42],"MOOCs).":[43],"However,":[44],"existing":[45],"do":[47],"not":[48],"take":[49],"advantage":[50],"the":[52,117,146,156,174,195,200,204,208,215,218],"personalization":[53],"which":[54,226],"becomes":[55],"possible":[56],"when":[57],"is":[60,87,163,227],"offered:":[61],"they":[62],"continue":[63],"be":[65,93,131,134,141],"one-size-fits-all.":[66],"In":[67],"this":[68,178],"paper,":[69],"we":[70],"aim":[71],"provide":[73],"first":[75],"systematic":[76],"method":[77,122,220],"for":[78,113,229,232],"designing":[79],"personalized":[81,95,159],"system.":[84],"Personalizing":[85],"challenging:":[88],"(i)":[89],"students":[90,205],"need":[91],"provided":[94],"teaching":[96,119,128,137,175,183],"training":[98,121,139,231],"depending":[99],"on":[100,145,221],"contexts":[102],"(e.g.":[103,148],"classes":[104],"already":[105],"taken,":[106],"methods":[107],"learning":[109,170],"preferred,":[110],"etc.),":[111],"(ii)":[112],"each":[114],"specific":[115],"context,":[116],"best":[118],"(e.g":[123],"type":[124],"order":[126],"materials":[129],"shown)":[132],"must":[133],"learned,":[135],"(iii)":[136],"should":[140],"adapted":[142],"online,":[143],"based":[144],"scores/feedback":[147],"tests,":[149],"quizzes,":[150],"final":[151,196],"exam,":[152,197],"likes/dislikes":[153],"etc.)":[154],"students.":[157],"Our":[158],"online":[160],"system,":[161],"e-Tutor,":[162],"able":[164],"address":[166],"challenges":[168],"by":[169,203],"how":[171],"adapt":[173],"methodology":[176],"(in":[177],"case":[179],"what":[180],"sequence":[181],"material":[184],"present":[186],"student)":[189],"maximize":[191],"her":[192],"performance":[193],"while":[198],"minimizing":[199],"time":[201],"spent":[202],"learn":[207],"course":[209],"(and":[210],"possibly":[211],"dropouts).":[212],"We":[213],"illustrate":[214],"efficiency":[216],"proposed":[219],"real-world":[223],"eTutor":[224],"platform":[225],"used":[228],"remedial":[230],"Digital":[234],"Signal":[235],"Processing":[236],"(DSP)":[237],"course.":[238]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}