{"id":"https://openalex.org/W2174968879","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337925","title":"Student advising decision to predict student's future GPA based on Genetic Fuzzimetric Technique (GFT)","display_name":"Student advising decision to predict student's future GPA based on Genetic Fuzzimetric Technique (GFT)","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2174968879","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337925","mag":"2174968879"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7337925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5013978148","display_name":"Issam Kouatli","orcid":"https://orcid.org/0000-0002-4796-3408"},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":true,"raw_author_name":"Issam Kouatli","raw_affiliation_strings":["Business School - ITOM Department Beirut, Lebanese American University, Lebanon"],"affiliations":[{"raw_affiliation_string":"Business School - ITOM Department Beirut, Lebanese American University, Lebanon","institution_ids":["https://openalex.org/I56306041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5013978148"],"corresponding_institution_ids":["https://openalex.org/I56306041"],"apc_list":null,"apc_paid":null,"fwci":2.5886,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91564899,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9955000281333923,"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":0.9955000281333923,"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":0.946399986743927,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.932200014591217,"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":0.6880794763565063},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.628928542137146},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.616763174533844},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.6078968644142151},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5356056094169617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5187451839447021},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5172213315963745},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47690534591674805},{"id":"https://openalex.org/keywords/decision-maker","display_name":"Decision maker","score":0.45918434858322144},{"id":"https://openalex.org/keywords/decision-making","display_name":"Decision-making","score":0.4346693754196167},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"Intelligent decision support system","score":0.43253546953201294},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32448118925094604},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.31070196628570557},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18138328194618225},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09613025188446045},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.06884384155273438}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6880794763565063},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.628928542137146},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.616763174533844},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6078968644142151},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5356056094169617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5187451839447021},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5172213315963745},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47690534591674805},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.45918434858322144},{"id":"https://openalex.org/C122308676","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision-making","level":3,"score":0.4346693754196167},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.43253546953201294},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32448118925094604},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.31070196628570557},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18138328194618225},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09613025188446045},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.06884384155273438},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2015.7337925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W11536623","https://openalex.org/W1497061094","https://openalex.org/W1527225436","https://openalex.org/W1550164717","https://openalex.org/W1634504756","https://openalex.org/W2005918844","https://openalex.org/W2019443288","https://openalex.org/W2041804974","https://openalex.org/W2055913020","https://openalex.org/W2065586384","https://openalex.org/W2076832384","https://openalex.org/W2080599805","https://openalex.org/W2116380858","https://openalex.org/W2159826701","https://openalex.org/W2161801576","https://openalex.org/W2171769634","https://openalex.org/W2210864258","https://openalex.org/W2316964287","https://openalex.org/W2943500198","https://openalex.org/W4285719527","https://openalex.org/W6631347312","https://openalex.org/W6656668254","https://openalex.org/W6677403263","https://openalex.org/W6688063372","https://openalex.org/W6762701630"],"related_works":["https://openalex.org/W1992937059","https://openalex.org/W4380608672","https://openalex.org/W2186042616","https://openalex.org/W2506425605","https://openalex.org/W4247600325","https://openalex.org/W4376055808","https://openalex.org/W2375005546","https://openalex.org/W1837558564","https://openalex.org/W2362343073","https://openalex.org/W1597645084"],"abstract_inverted_index":{"Decision":[0,3],"making":[1,117,125],"and/or":[2],"Support":[4],"Systems":[5],"(DSS)":[6],"using":[7],"intelligent":[8],"techniques":[9,25],"like":[10],"Genetic":[11,44,190],"Algorithm":[12,191],"and":[13,81,166],"fuzzy":[14,178],"logic":[15,179],"is":[16,101,136,154],"becoming":[17],"popular":[18],"in":[19,84,87,103],"many":[20],"new":[21],"applications.":[22],"Combining":[23],"these":[24,188],"provides":[26,73],"an":[27,85],"enhanced":[28],"capability":[29],"of":[30,70,76,121,128,131,176,199],"any":[31],"decision":[32,66,94,116,124],"support":[33],"systems":[34],"(DSS.":[35],"This":[36,98,153],"paper":[37],"discusses":[38],"a":[39],"modular":[40,62],"approach":[41],"toward":[42],"implementing":[43],"Fuzzy":[45],"system":[46,78,100],"termed":[47],"as":[48,91],"\u201cGenetic":[49],"Fuzzimetric":[50],"Technique\u201d":[51],"(GFT).":[52],"The":[53,68],"technique":[54],"utilizes":[55],"input":[56],"importance":[57],"factor":[58],"to":[59,79,137,150,183,195],"combine":[60],"the":[61,74,77,88,92,140,147,151,173,197,200],"structure":[63],"into":[64],"final":[65],"process.":[67],"objective":[69],"this":[71],"combination":[72],"ability":[75],"interact":[80],"\u201ctake":[82],"decision\u201d":[83],"environment":[86],"same":[89],"manner":[90],"human":[93],"maker":[95],"would":[96,192],"do.":[97],"proposed":[99],"ideal":[102],"cases":[104],"where":[105],"mathematical":[106],"modeling":[107],"either":[108],"does":[109],"not":[110],"exist":[111],"or":[112],"insufficient":[113],"for":[114,144],"appropriate":[115],"under":[118],"uncertainty.":[119,132],"Most":[120],"real":[122],"life":[123],"processes":[126],"are":[127],"that":[129],"type":[130],"One":[133],"such":[134],"problem":[135],"decide":[138],"on":[139,157,187],"predicted":[141],"GPA":[142],"level":[143],"students":[145],"during":[146],"admission":[148],"process":[149],"university.":[152],"mainly":[155],"dependent":[156],"High":[158],"School":[159],"(HS)":[160],"performance,":[161],"Sophomore":[162],"Exam":[163],"(SE)":[164],"results":[165],"English":[167],"exam":[168],"(EEE)":[169],"performance.":[170],"Looking":[171],"at":[172],"historical":[174],"data":[175],"students,":[177],"can":[180],"be":[181,193],"used":[182,194],"develop":[184],"rules":[185],"based":[186],"data.":[189],"optimize":[196],"performance":[198],"system.":[201]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
