{"id":"https://openalex.org/W4391248723","doi":"https://doi.org/10.1007/s11277-023-10838-x","title":"A Systematic Review on Predicting the Performance of Students in Higher Education in Offline Mode Using Machine Learning Techniques","display_name":"A Systematic Review on Predicting the Performance of Students in Higher Education in Offline Mode Using Machine Learning Techniques","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4391248723","doi":"https://doi.org/10.1007/s11277-023-10838-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11277-023-10838-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11277-023-10838-x","pdf_url":null,"source":{"id":"https://openalex.org/S49967189","display_name":"Wireless Personal Communications","issn_l":"0929-6212","issn":["0929-6212","1572-834X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Personal Communications","raw_type":"journal-article"},"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":null,"display_name":"Rahul","orcid":null},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rahul","raw_affiliation_strings":["Big Data Analytics and Web Intelligence Laboratory, Department of Computer Science and Engineering, Delhi Technological University, New Delhi, Delhi, 110042, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Big Data Analytics and Web Intelligence Laboratory, Department of Computer Science and Engineering, Delhi Technological University, New Delhi, Delhi, 110042, India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064570061","display_name":"Rahul Katarya","orcid":"https://orcid.org/0000-0001-7763-291X"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Katarya","raw_affiliation_strings":["Big Data Analytics and Web Intelligence Laboratory, Department of Computer Science and Engineering, Delhi Technological University, New Delhi, Delhi, 110042, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Big Data Analytics and Web Intelligence Laboratory, Department of Computer Science and Engineering, Delhi Technological University, New Delhi, Delhi, 110042, India","institution_ids":["https://openalex.org/I863896202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I863896202"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":2.3259,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91315777,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"133","issue":"3","first_page":"1643","last_page":"1674"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9729999899864197,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9449999928474426,"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":0.8850270509719849},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.6257773637771606},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5137618780136108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46742814779281616},{"id":"https://openalex.org/keywords/online-and-offline","display_name":"Online and offline","score":0.4668116569519043},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3336893916130066},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.252119779586792},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10292431712150574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8850270509719849},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.6257773637771606},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5137618780136108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46742814779281616},{"id":"https://openalex.org/C2780102126","wikidata":"https://www.wikidata.org/wiki/Q10928179","display_name":"Online and offline","level":2,"score":0.4668116569519043},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3336893916130066},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.252119779586792},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10292431712150574},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11277-023-10838-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11277-023-10838-x","pdf_url":null,"source":{"id":"https://openalex.org/S49967189","display_name":"Wireless Personal Communications","issn_l":"0929-6212","issn":["0929-6212","1572-834X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Personal Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":116,"referenced_works":["https://openalex.org/W123875598","https://openalex.org/W1031693081","https://openalex.org/W1566547175","https://openalex.org/W1633048290","https://openalex.org/W1933457411","https://openalex.org/W1965620485","https://openalex.org/W1981666315","https://openalex.org/W1983553433","https://openalex.org/W1985654158","https://openalex.org/W1990830572","https://openalex.org/W2021601071","https://openalex.org/W2025605741","https://openalex.org/W2033278032","https://openalex.org/W2038749650","https://openalex.org/W2039132274","https://openalex.org/W2051163300","https://openalex.org/W2066604588","https://openalex.org/W2104961002","https://openalex.org/W2116705289","https://openalex.org/W2118963717","https://openalex.org/W2129755290","https://openalex.org/W2136398397","https://openalex.org/W2139285475","https://openalex.org/W2145445683","https://openalex.org/W2185864946","https://openalex.org/W2186353839","https://openalex.org/W2199534480","https://openalex.org/W2206224721","https://openalex.org/W2227197167","https://openalex.org/W2249578803","https://openalex.org/W2255539840","https://openalex.org/W2263796348","https://openalex.org/W2293235549","https://openalex.org/W2295081120","https://openalex.org/W2394773289","https://openalex.org/W2461512805","https://openalex.org/W2481230473","https://openalex.org/W2492290290","https://openalex.org/W2498119267","https://openalex.org/W2508619864","https://openalex.org/W2516632884","https://openalex.org/W2522356742","https://openalex.org/W2523269421","https://openalex.org/W2528861958","https://openalex.org/W2532380539","https://openalex.org/W2534439906","https://openalex.org/W2539583929","https://openalex.org/W2543707867","https://openalex.org/W2547279294","https://openalex.org/W2547769691","https://openalex.org/W2560974181","https://openalex.org/W2573353566","https://openalex.org/W2584256333","https://openalex.org/W2592949236","https://openalex.org/W2601420181","https://openalex.org/W2605050943","https://openalex.org/W2606704687","https://openalex.org/W2611024983","https://openalex.org/W2734338530","https://openalex.org/W2744890115","https://openalex.org/W2761330267","https://openalex.org/W2763279802","https://openalex.org/W2767804190","https://openalex.org/W2768611774","https://openalex.org/W2770532765","https://openalex.org/W2772857687","https://openalex.org/W2783426717","https://openalex.org/W2785706943","https://openalex.org/W2788255612","https://openalex.org/W2789034731","https://openalex.org/W2789389039","https://openalex.org/W2791029376","https://openalex.org/W2793183907","https://openalex.org/W2794814590","https://openalex.org/W2803231824","https://openalex.org/W2803635848","https://openalex.org/W2804411218","https://openalex.org/W2804515444","https://openalex.org/W2806443802","https://openalex.org/W2807421354","https://openalex.org/W2809336144","https://openalex.org/W2810983069","https://openalex.org/W2886154520","https://openalex.org/W2893559148","https://openalex.org/W2898309412","https://openalex.org/W2899196392","https://openalex.org/W2899861016","https://openalex.org/W2900309030","https://openalex.org/W2901400593","https://openalex.org/W2905931716","https://openalex.org/W2913834905","https://openalex.org/W2924592223","https://openalex.org/W2936592792","https://openalex.org/W2937707440","https://openalex.org/W2939408882","https://openalex.org/W2940874868","https://openalex.org/W2943695427","https://openalex.org/W2945554622","https://openalex.org/W2951559695","https://openalex.org/W2965603386","https://openalex.org/W2969618321","https://openalex.org/W2970787375","https://openalex.org/W2971565213","https://openalex.org/W3005006660","https://openalex.org/W3012092824","https://openalex.org/W3015351929","https://openalex.org/W3088702680","https://openalex.org/W3159562783","https://openalex.org/W3193177194","https://openalex.org/W4213130417","https://openalex.org/W4214821456","https://openalex.org/W4220950178","https://openalex.org/W4224014865","https://openalex.org/W4232535768","https://openalex.org/W6729429595","https://openalex.org/W7006546105"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}