{"id":"https://openalex.org/W4282828483","doi":"https://doi.org/10.1109/icse-seet55299.2022.9794145","title":"CRS - A hybrid Course Recommendation System for Software Engineering Education","display_name":"CRS - A hybrid Course Recommendation System for Software Engineering Education","publication_year":2022,"publication_date":"2022-05-01","ids":{"openalex":"https://openalex.org/W4282828483","doi":"https://doi.org/10.1109/icse-seet55299.2022.9794145"},"language":"en","primary_location":{"id":"doi:10.1109/icse-seet55299.2022.9794145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse-seet55299.2022.9794145","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET)","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/A5007493301","display_name":"Nhi N.Y. Vo","orcid":"https://orcid.org/0000-0001-7195-4862"},"institutions":[{"id":"https://openalex.org/I157358134","display_name":"RMIT Vietnam","ror":"https://ror.org/004axh929","country_code":"VN","type":"education","lineage":["https://openalex.org/I157358134","https://openalex.org/I82951845"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Nhi N.Y. Vo","raw_affiliation_strings":["RMIT University,School of Science, Engineering and Technology,Ho Chi Minh City,Vietnam","School of Science, Engineering and Technology, RMIT University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"RMIT University,School of Science, Engineering and Technology,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I157358134"]},{"raw_affiliation_string":"School of Science, Engineering and Technology, RMIT University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I157358134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103089012","display_name":"Nam H. Vu","orcid":"https://orcid.org/0000-0001-9499-148X"},"institutions":[{"id":"https://openalex.org/I157358134","display_name":"RMIT Vietnam","ror":"https://ror.org/004axh929","country_code":"VN","type":"education","lineage":["https://openalex.org/I157358134","https://openalex.org/I82951845"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nam H. Vu","raw_affiliation_strings":["RMIT University,School of Science, Engineering and Technology,Ho Chi Minh City,Vietnam","School of Science, Engineering and Technology, RMIT University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"RMIT University,School of Science, Engineering and Technology,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I157358134"]},{"raw_affiliation_string":"School of Science, Engineering and Technology, RMIT University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I157358134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077936199","display_name":"Tu A. Vu","orcid":"https://orcid.org/0000-0001-6761-9228"},"institutions":[{"id":"https://openalex.org/I157358134","display_name":"RMIT Vietnam","ror":"https://ror.org/004axh929","country_code":"VN","type":"education","lineage":["https://openalex.org/I157358134","https://openalex.org/I82951845"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tu A. Vu","raw_affiliation_strings":["RMIT University,School of Science, Engineering and Technology,Ho Chi Minh City,Vietnam","School of Science, Engineering and Technology, RMIT University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"RMIT University,School of Science, Engineering and Technology,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I157358134"]},{"raw_affiliation_string":"School of Science, Engineering and Technology, RMIT University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I157358134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078004386","display_name":"Quang T. Vu","orcid":"https://orcid.org/0000-0002-9058-9108"},"institutions":[{"id":"https://openalex.org/I157358134","display_name":"RMIT Vietnam","ror":"https://ror.org/004axh929","country_code":"VN","type":"education","lineage":["https://openalex.org/I157358134","https://openalex.org/I82951845"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quang T. Vu","raw_affiliation_strings":["RMIT University,School of Science, Engineering and Technology,Ho Chi Minh City,Vietnam","School of Science, Engineering and Technology, RMIT University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"RMIT University,School of Science, Engineering and Technology,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I157358134"]},{"raw_affiliation_string":"School of Science, Engineering and Technology, RMIT University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I157358134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057975177","display_name":"Bang D. Mach","orcid":"https://orcid.org/0000-0002-4186-648X"},"institutions":[{"id":"https://openalex.org/I157358134","display_name":"RMIT Vietnam","ror":"https://ror.org/004axh929","country_code":"VN","type":"education","lineage":["https://openalex.org/I157358134","https://openalex.org/I82951845"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Bang D. Mach","raw_affiliation_strings":["RMIT University,School of Science, Engineering and Technology,Ho Chi Minh City,Vietnam","School of Science, Engineering and Technology, RMIT University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"RMIT University,School of Science, Engineering and Technology,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I157358134"]},{"raw_affiliation_string":"School of Science, Engineering and Technology, RMIT University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I157358134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007493301"],"corresponding_institution_ids":["https://openalex.org/I157358134"],"apc_list":null,"apc_paid":null,"fwci":0.6318,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75289989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"62","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9995999932289124,"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":0.9995999932289124,"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/T10260","display_name":"Software Engineering Research","score":0.9739999771118164,"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/T10028","display_name":"Topic Modeling","score":0.948199987411499,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6770124435424805},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.6136155724525452},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.542899489402771},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5187299847602844},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5169950723648071},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.5003702640533447},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4933532774448395},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.45720842480659485},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3904007375240326},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3234923779964447},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17627891898155212}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6770124435424805},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6136155724525452},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.542899489402771},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5187299847602844},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5169950723648071},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.5003702640533447},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4933532774448395},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.45720842480659485},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3904007375240326},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3234923779964447},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17627891898155212},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icse-seet55299.2022.9794145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse-seet55299.2022.9794145","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1560729591","https://openalex.org/W2099866409","https://openalex.org/W2168745915","https://openalex.org/W2291647668","https://openalex.org/W2766502208","https://openalex.org/W2903431110","https://openalex.org/W2921847172","https://openalex.org/W2943846568","https://openalex.org/W2949359824","https://openalex.org/W2995739672","https://openalex.org/W3009095038","https://openalex.org/W3011534547","https://openalex.org/W3034503357","https://openalex.org/W3039536671","https://openalex.org/W3178667036","https://openalex.org/W4200213295","https://openalex.org/W4241727697","https://openalex.org/W4247128285","https://openalex.org/W6633724138","https://openalex.org/W6797730774"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4318717247","https://openalex.org/W4390273403","https://openalex.org/W2267656092","https://openalex.org/W4386781444","https://openalex.org/W2317874921","https://openalex.org/W2736755255","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405"],"abstract_inverted_index":{"With":[0],"the":[1,10,31,34,44,53,81,176,183,188,195],"increasing":[2],"numbers":[3],"of":[4,123,179,190],"elective":[5],"courses":[6],"at":[7],"universities":[8],"and":[9,55,68,97,109,128,154,162,171,203],"Massive":[11],"Open":[12],"Online":[13],"Courses":[14],"(MOOCs),":[15],"Software":[16],"Engineering":[17],"(SE)":[18],"students":[19,108,161,170],"are":[20],"facing":[21],"challenges":[22],"in":[23,28,36,75,101,193],"selecting":[24],"their":[25],"study":[26],"paths":[27],"tech.":[29],"On":[30],"other":[32],"hand,":[33],"skills":[35,145],"SE-related":[37],"fields":[38],"have":[39],"been":[40],"changing":[41],"significantly":[42],"for":[43,63,139,158],"past":[45],"decade,":[46],"which":[47,186],"requires":[48],"more":[49],"frequent":[50],"updates":[51],"to":[52,71,77,132,150,174],"curriculum":[54],"teaching":[56],"materials.":[57],"There":[58],"is":[59],"a":[60,64,92,98,102,166],"strong":[61],"demand":[62],"better":[65],"course":[66],"guide":[67],"recommendation":[69,99],"system":[70,100],"aid":[72],"higher":[73],"education":[74],"SE":[76,107,160,169],"keep":[78],"up":[79],"with":[80,112,147],"industry":[82],"requirements.":[83],"In":[84],"this":[85],"work,":[86],"we":[87],"incorporate":[88],"data":[89],"mining":[90],"techniques,":[91],"natural":[93],"language":[94],"processing":[95],"model,":[96],"web":[103,125,130],"application":[104],"that":[105],"helps":[106],"university":[110,140],"faculty":[111,172],"those":[113,152],"challenges.":[114],"Our":[115],"proposed":[116],"hybrid":[117],"Course":[118],"Recommendation":[119],"System":[120],"(CRS)":[121],"consists":[122],"two":[124],"applications":[126],"(user":[127],"admin":[129],"apps)":[131],"provide":[133],"multiple":[134],"features,":[135],"including":[136],"user-specific":[137],"suggestions":[138],"courses,":[141],"careers,":[142],"jobs,":[143],"industry-demanded":[144],"together":[146],"online":[148],"materials":[149],"learn":[151],"skills,":[153],"various":[155],"analysis":[156],"dashboards":[157],"both":[159],"lecturers.":[163],"We":[164],"conduct":[165],"survey":[167],"on":[168,182],"members":[173],"evaluate":[175],"initial":[177],"impact":[178],"our":[180,191],"CRS":[181,199,204],"end":[184],"users,":[185],"proved":[187],"effectiveness":[189],"approach":[192],"addressing":[194],"mentioned":[196],"issues.":[197],"Demo:":[198],"User":[200],"Web":[201,206],"App":[202],"Admin":[205],"App.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
