{"id":"https://openalex.org/W2973879930","doi":"https://doi.org/10.1109/access.2019.2941730","title":"Fuzzy Approach to Student-Project Allocation (SPA) Problem","display_name":"Fuzzy Approach to Student-Project Allocation (SPA) Problem","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2973879930","doi":"https://doi.org/10.1109/access.2019.2941730","mag":"2973879930"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2941730","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2941730","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08839794.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08839794.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102922995","display_name":"V. Paunovic","orcid":"https://orcid.org/0000-0002-9172-4463"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"V. Paunovic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046035614","display_name":"S. Tomi\u0107","orcid":"https://orcid.org/0000-0001-8105-6417"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"S. Tomic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041023739","display_name":"Ivana Bosni\u0107","orcid":"https://orcid.org/0000-0002-6196-6410"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"I. Bosnic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071037651","display_name":"Mario \u017dagar","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"M. Zagar","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102922995"],"corresponding_institution_ids":["https://openalex.org/I181343428"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.122,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90684107,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"136046","last_page":"136061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10991","display_name":"Game Theory and Voting Systems","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10991","display_name":"Game Theory and Voting Systems","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7378209829330444},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5467979311943054},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5407088398933411},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5387222766876221},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5290704369544983},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4877527356147766},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4537111520767212},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.4443187117576599},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3325948715209961},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32040542364120483},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2950085401535034},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12141832709312439},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0985347330570221}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7378209829330444},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5467979311943054},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5407088398933411},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5387222766876221},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5290704369544983},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4877527356147766},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4537111520767212},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.4443187117576599},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3325948715209961},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32040542364120483},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2950085401535034},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12141832709312439},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0985347330570221},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2941730","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2941730","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08839794.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b2186f121537479485c46c766e406b2d","is_oa":true,"landing_page_url":"https://doaj.org/article/b2186f121537479485c46c766e406b2d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 136046-136061 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2941730","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2941730","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08839794.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2973879930.pdf","grobid_xml":"https://content.openalex.org/works/W2973879930.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1498912697","https://openalex.org/W1542808721","https://openalex.org/W1978448125","https://openalex.org/W1995911193","https://openalex.org/W2009393148","https://openalex.org/W2012500540","https://openalex.org/W2017943265","https://openalex.org/W2028966815","https://openalex.org/W2047006004","https://openalex.org/W2051306036","https://openalex.org/W2055987334","https://openalex.org/W2056145019","https://openalex.org/W2057458709","https://openalex.org/W2068115726","https://openalex.org/W2071667058","https://openalex.org/W2073547397","https://openalex.org/W2126927428","https://openalex.org/W2131988597","https://openalex.org/W2154832131","https://openalex.org/W2155875411","https://openalex.org/W2157210267","https://openalex.org/W2163465647","https://openalex.org/W2280742990","https://openalex.org/W2621672138","https://openalex.org/W2791057931","https://openalex.org/W2809232015","https://openalex.org/W2963240107","https://openalex.org/W3013045810","https://openalex.org/W3121213783","https://openalex.org/W3122360041","https://openalex.org/W3123703950","https://openalex.org/W4235234911","https://openalex.org/W4300960241","https://openalex.org/W6668371953","https://openalex.org/W6750046858"],"related_works":["https://openalex.org/W2386430105","https://openalex.org/W2356521405","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W2038534795","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W1657011257","https://openalex.org/W2931602588"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,8,12,15,20,49,69,111],"novel":[4],"algorithm":[5,96,127],"for":[6,99],"solving":[7],"Student-Project":[9],"Allocation":[10],"problem,":[11],"variation":[13],"of":[14,23,62,84,91,116,119,144,161,168],"two-sided":[16],"matching":[17],"algorithm,":[18],"where":[19],"large":[21],"number":[22,90,143,167],"students":[24,104,146,171],"are":[25,40,56],"allocated":[26,93,170],"to":[27,105,134,154],"numerous":[28],"projects":[29],"with":[30,128,150],"limited":[31],"available":[32],"allocation":[33],"places.":[34],"Several":[35],"new":[36],"or":[37],"improved":[38],"algorithms":[39,55,164],"proposed,":[41],"inspired":[42,67],"by":[43,68,80,148,172],"recommender":[44],"systems":[45],"and":[46,72,122],"combined":[47,159],"into":[48],"genetic":[50],"algorithm.":[51],"The":[52,95,158],"main":[53],"two":[54],"(i)":[57],"variating":[58],"the":[59,75,82,89,114,129,139,142,155,166],"master":[60],"list":[61],"student":[63,85],"average":[64],"grade":[65],"ranking":[66],"fuzzy":[70,140],"approach":[71],"(ii)":[73],"extending":[74],"incomplete":[76],"project":[77],"preference":[78],"lists":[79],"exploring":[81],"similarities":[83],"choices,":[86],"thus":[87],"minimizing":[88],"randomly":[92],"students.":[94,157],"was":[97],"implemented":[98],"allocating":[100],"more":[101,106,173],"than":[102,107,174],"500":[103],"200":[108],"projects,":[109],"in":[110],"course":[112],"at":[113],"University":[115],"Zagreb,":[117],"Faculty":[118],"Electrical":[120],"Engineering":[121],"Computing.":[123],"We":[124],"compared":[125],"our":[126],"Deferred":[130],"Acceptance":[131],"(DA)":[132],"Algorithm":[133],"check":[135],"its":[136],"validity.":[137],"Using":[138],"approach,":[141],"unallocated":[145],"decreased":[147],"10%,":[149],"almost":[151],"no":[152],"effect":[153],"top-ranked":[156],"usage":[160],"all":[162],"proposed":[163],"increased":[165],"successfully":[169],"25%.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
