{"id":"https://openalex.org/W4383648289","doi":"https://doi.org/10.1007/978-3-031-35731-2_22","title":"Predictive Analytics for University Student Admission: A Literature Review","display_name":"Predictive Analytics for University Student Admission: A Literature Review","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4383648289","doi":"https://doi.org/10.1007/978-3-031-35731-2_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-35731-2_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-35731-2_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"review","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/A5041207098","display_name":"Kam Cheong Li","orcid":"https://orcid.org/0000-0003-1928-3592"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Kam Cheong Li","raw_affiliation_strings":["Hong Kong Metropolitan University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Metropolitan University, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083314116","display_name":"Billy Tak Ming Wong","orcid":"https://orcid.org/0000-0001-6584-4392"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Billy Tak-Ming Wong","raw_affiliation_strings":["Hong Kong Metropolitan University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Metropolitan University, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073712923","display_name":"Hon Tung Chan","orcid":"https://orcid.org/0000-0002-2260-3596"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hon Tung Chan","raw_affiliation_strings":["Hong Kong Metropolitan University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Metropolitan University, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041207098"],"corresponding_institution_ids":["https://openalex.org/I168719708"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.0024,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96626662,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"250","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9909999966621399,"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":0.9909999966621399,"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/T12602","display_name":"Medical Education and Admissions","score":0.9205999970436096,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9068999886512756,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7175804376602173},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.6307064294815063},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6250928640365601},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5727230310440063},{"id":"https://openalex.org/keywords/scopus","display_name":"Scopus","score":0.5691949129104614},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5582656264305115},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5335674285888672},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5316698551177979},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4919528663158417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48257556557655334},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.47372594475746155},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.47208353877067566},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46868565678596497},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45917582511901855},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43195974826812744},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.42313605546951294},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3389310836791992},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.09778064489364624}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7175804376602173},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.6307064294815063},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6250928640365601},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5727230310440063},{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.5691949129104614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5582656264305115},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5335674285888672},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5316698551177979},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4919528663158417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48257556557655334},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.47372594475746155},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.47208353877067566},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46868565678596497},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45917582511901855},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43195974826812744},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.42313605546951294},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3389310836791992},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.09778064489364624},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-35731-2_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-35731-2_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1910842452","https://openalex.org/W1965164829","https://openalex.org/W1986466467","https://openalex.org/W1995274415","https://openalex.org/W2106807094","https://openalex.org/W2111982085","https://openalex.org/W2415506139","https://openalex.org/W2605092518","https://openalex.org/W2755136371","https://openalex.org/W2783446148","https://openalex.org/W2887565862","https://openalex.org/W2899575333","https://openalex.org/W2945326420","https://openalex.org/W2979978950","https://openalex.org/W2983330990","https://openalex.org/W3012145951","https://openalex.org/W3083283984","https://openalex.org/W3103659081","https://openalex.org/W3127068712","https://openalex.org/W3133151839","https://openalex.org/W3195036002","https://openalex.org/W3215115644","https://openalex.org/W3217475351","https://openalex.org/W4224980322","https://openalex.org/W4247582465","https://openalex.org/W4281723863","https://openalex.org/W4292372012"],"related_works":["https://openalex.org/W3061763893","https://openalex.org/W2529601000","https://openalex.org/W3157139468","https://openalex.org/W123076107","https://openalex.org/W2819101378","https://openalex.org/W3021163624","https://openalex.org/W3034358594","https://openalex.org/W2899084064","https://openalex.org/W3154404963","https://openalex.org/W2906062308"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}