{"id":"https://openalex.org/W2808612930","doi":"https://doi.org/10.3233/jifs-169652","title":"Personalized exercise recommendation algorithm combining learning objective and assignment feedback","display_name":"Personalized exercise recommendation algorithm combining learning objective and assignment feedback","publication_year":2018,"publication_date":"2018-06-14","ids":{"openalex":"https://openalex.org/W2808612930","doi":"https://doi.org/10.3233/jifs-169652","mag":"2808612930"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169652","doi":"https://doi.org/10.3233/jifs-169652","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169652","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},"volume":null,"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/A5036386349","display_name":"Jiali Xia","orcid":"https://orcid.org/0009-0008-9755-0186","observed_orcids":["https://orcid.org/0009-0008-9755-0186"]},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiali Xia","raw_affiliation_strings":["School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102994564","display_name":"Guangquan Li","orcid":"https://orcid.org/0000-0003-1050-634X","observed_orcids":["https://orcid.org/0000-0003-1050-634X"]},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]},{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangquan Li","raw_affiliation_strings":["School of Computer and Information Engineering, Jiangxi Agriculture University, Nanchang, China","School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Jiangxi Agriculture University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100508301","display_name":"Zhonghua Cao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhonghua Cao","raw_affiliation_strings":["School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102994564"],"corresponding_institution_ids":["https://openalex.org/I59649739","https://openalex.org/I74837319"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":4.4353,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.94905299,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"35","issue":"3","first_page":"2965","last_page":"2973"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9589999914169312,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9589999914169312,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.028999999165534973,"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":0.00860000029206276,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/exercise-recommendations","display_name":"exercise recommendations","score":0.9660000205039978},{"id":"https://openalex.org/keywords/personalized-recommendation","display_name":"personalized recommendation","score":0.7649999856948853},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.7609999775886536},{"id":"https://openalex.org/keywords/learning-objectives","display_name":"learning objectives","score":0.7369999885559082},{"id":"https://openalex.org/keywords/assignment-feedback","display_name":"assignment feedback","score":0.9909999966621399},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.6019999980926514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7961810827255249},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.571944534778595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5180420875549316},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4651338458061218},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4459100365638733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4343223571777344},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4216371774673462},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07000875473022461},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169652","doi":"https://doi.org/10.3233/jifs-169652","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169652","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6164000034332275,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1967895413","https://openalex.org/W1977801226","https://openalex.org/W2031072803","https://openalex.org/W2042228598","https://openalex.org/W2070968350","https://openalex.org/W2085458685","https://openalex.org/W2160920329","https://openalex.org/W2171960770","https://openalex.org/W2238490034","https://openalex.org/W2273621210","https://openalex.org/W2324123729","https://openalex.org/W2328293326","https://openalex.org/W2331012755","https://openalex.org/W2339946172","https://openalex.org/W2380617576","https://openalex.org/W2897901456"],"related_works":["https://openalex.org/W4200336804","https://openalex.org/W4412751320","https://openalex.org/W7024870626","https://openalex.org/W3033730503","https://openalex.org/W2887041795","https://openalex.org/W4293066494","https://openalex.org/W4412152677","https://openalex.org/W7092291360","https://openalex.org/W3189573673","https://openalex.org/W7210280527"],"abstract_inverted_index":{"Intelligent":[0],"exercise":[1,25,28,82],"recommendation":[2,29,35,83,224],"is":[3,180],"a":[4,132,185],"research":[5],"focus":[6],"in":[7,208],"the":[8,24,42,52,56,59,65,69,75,97,104,120,124,142,145,148,156,166,170,173,200,205,217],"field":[9],"of":[10,37,55,61,68,99,107,123,144,169],"online":[11],"learning":[12,53,87,121,139],"that":[13,85,136,199],"can":[14,220],"help":[15,110],"learners":[16,108],"quickly":[17],"find":[18,112],"exercises":[19,44,62,161],"suitable":[20,114,160],"for":[21],"them":[22,111],"from":[23,31],"bank.":[26],"However,":[27],"differs":[30],"product":[32],"or":[33],"film":[34],"because":[36],"some":[38],"special":[39],"requirements.":[40],"First,":[41],"recommended":[43,163],"must":[45,63,126,151],"cover":[46],"all":[47],"knowledge":[48,66,100,105,134,149,167,175],"points":[49,101],"geared":[50],"toward":[51],"objective":[54,88,122],"learner.":[57,71],"Second,":[58,141],"difficulty":[60],"match":[64],"level":[67,106,168],"target":[70],"In":[72],"response":[73],"to":[74,109,117,130],"above":[76],"requirements,":[77],"this":[78,118],"study":[79],"proposes":[80],"an":[81,222],"algorithm":[84,93,179,202,219],"integrates":[86],"and":[89,172,188,211],"assignment":[90,157],"feedback.":[91,158],"This":[92],"considers":[94],"not":[95],"only":[96],"coverage":[98],"but":[102],"also":[103],"highly":[113],"exercises.":[115],"According":[116],"algorithm,":[119],"learner":[125,146,171],"be":[127,152],"initially":[128],"identified":[129],"obtain":[131],"course":[133,174],"set":[135,150],"suits":[137],"his/her":[138],"objective.":[140],"understanding":[143],"about":[147],"judged":[153],"based":[154,164],"on":[155,165,214],"Third,":[159],"are":[162],"structure.":[176],"The":[177,195],"proposed":[178,201,218],"experimentally":[181],"verified":[182],"by":[183,189],"using":[184],"real-world":[186],"dataset":[187],"comparing":[190],"it":[191],"with":[192],"other":[193,206],"algorithms.":[194],"experimental":[196],"results":[197],"show":[198],"significantly":[203],"outperforms":[204],"algorithms":[207],"both":[209],"precision":[210],"recall.":[212],"Based":[213],"these":[215],"results,":[216],"achieve":[221],"excellent":[223],"performance.":[225]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3}],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2018-06-21T00:00:00"}
