{"id":"https://openalex.org/W2810757322","doi":"https://doi.org/10.23919/mipro.2018.8400249","title":"Comparison of different classification techniques in predicting a university course final grade","display_name":"Comparison of different classification techniques in predicting a university course final grade","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2810757322","doi":"https://doi.org/10.23919/mipro.2018.8400249","mag":"2810757322"},"language":"en","primary_location":{"id":"doi:10.23919/mipro.2018.8400249","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro.2018.8400249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)","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/A5090632526","display_name":"Darko Brodi\u0107","orcid":"https://orcid.org/0000-0001-7923-7876"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"D. Brodic","raw_affiliation_strings":["Technical Faculty in Bor, University of Belgrade, Bor, Serbia"],"affiliations":[{"raw_affiliation_string":"Technical Faculty in Bor, University of Belgrade, Bor, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037506373","display_name":"Alessia Amelio","orcid":"https://orcid.org/0000-0002-3568-636X"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Amelio","raw_affiliation_strings":["DIMES, University of Calabria, Rende (CS), Italy"],"affiliations":[{"raw_affiliation_string":"DIMES, University of Calabria, Rende (CS), Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101472366","display_name":"Radmila Jankovi\u0107","orcid":"https://orcid.org/0000-0003-3424-134X"},"institutions":[{"id":"https://openalex.org/I4390039372","display_name":"Mathematical Institute of the Serbian Academy of Sciences and Arts","ror":"https://ror.org/02jxk1021","country_code":null,"type":"education","lineage":["https://openalex.org/I1338511612","https://openalex.org/I4390039372"]},{"id":"https://openalex.org/I1338511612","display_name":"Serbian Academy of Sciences and Arts","ror":"https://ror.org/05m1y4204","country_code":"RS","type":"funder","lineage":["https://openalex.org/I1338511612"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"R. Jankovic","raw_affiliation_strings":["Mathematical Institute of the Serbian Academy of Sciences and Arts, Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Mathematical Institute of the Serbian Academy of Sciences and Arts, Belgrade, Serbia","institution_ids":["https://openalex.org/I1338511612","https://openalex.org/I4390039372"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090632526"],"corresponding_institution_ids":["https://openalex.org/I4068193"],"apc_list":null,"apc_paid":null,"fwci":0.6515,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76386102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1382","last_page":"1387"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9754999876022339,"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"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9754999876022339,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9753000140190125,"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/T10320","display_name":"Neural Networks and Applications","score":0.9718000292778015,"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/course","display_name":"Course (navigation)","score":0.769716739654541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5933269262313843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3654743731021881},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2260013222694397}],"concepts":[{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.769716739654541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5933269262313843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3654743731021881},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2260013222694397},{"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:10.23919/mipro.2018.8400249","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro.2018.8400249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334771","display_name":"Science and Engineering Research Board","ror":"https://ror.org/03ffdsr55"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W99640124","https://openalex.org/W613690151","https://openalex.org/W1528081447","https://openalex.org/W1539947443","https://openalex.org/W1974799041","https://openalex.org/W2053868870","https://openalex.org/W2062611449","https://openalex.org/W2074650027","https://openalex.org/W2090425484","https://openalex.org/W2108950639","https://openalex.org/W2119821739","https://openalex.org/W2151041132","https://openalex.org/W2199534480","https://openalex.org/W2327671165","https://openalex.org/W2338124747","https://openalex.org/W2409437973","https://openalex.org/W2911964244","https://openalex.org/W3197539121","https://openalex.org/W4239510810","https://openalex.org/W4321337703","https://openalex.org/W4391902019","https://openalex.org/W6604005663","https://openalex.org/W6631656344","https://openalex.org/W6632458873","https://openalex.org/W6682065609","https://openalex.org/W6714243528","https://openalex.org/W6801341215","https://openalex.org/W6850273606"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4318717247","https://openalex.org/W2572857356","https://openalex.org/W3082623308","https://openalex.org/W3120503679","https://openalex.org/W1973885977","https://openalex.org/W2384344023","https://openalex.org/W3107474891","https://openalex.org/W2361777686"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,13,37,63],"subject":[4],"the":[5,23,42,54,58,61,65],"education":[6],"evaluation":[7],"to":[8,21,29,51,53],"different":[9,26],"classification":[10,27,46,66],"techniques.":[11],"Then,":[12],"compare":[14],"their":[15],"results.":[16,44],"The":[17],"main":[18],"idea":[19],"is":[20],"check":[22],"suitability":[24,50],"of":[25,41],"techniques":[28,47],"be":[30,70],"used":[31,71],"as":[32,75],"prediction":[33,77],"tools.":[34],"After":[35],"that,":[36],"conduct":[38],"a":[39,76],"comparison":[40],"obtained":[43],"Some":[45],"show":[48,64],"better":[49],"respond":[52],"given":[55],"assignment":[56],"than":[57],"others.":[59],"At":[60],"end,":[62],"techniques,":[67],"which":[68],"can":[69],"in":[72],"these":[73],"cases":[74],"tool.":[78]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
