{"id":"https://openalex.org/W2557546246","doi":"https://doi.org/10.1109/ithet.2016.7760736","title":"Improvement of relative accreditation methods based on data mining and artificial intelligence for higher education","display_name":"Improvement of relative accreditation methods based on data mining and artificial intelligence for higher education","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2557546246","doi":"https://doi.org/10.1109/ithet.2016.7760736","mag":"2557546246"},"language":"en","primary_location":{"id":"doi:10.1109/ithet.2016.7760736","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ithet.2016.7760736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 15th International Conference on Information Technology Based Higher Education and Training (ITHET)","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/A5024979879","display_name":"Canan Ta\u015ftimur","orcid":"https://orcid.org/0000-0002-3714-6826"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Canan Tastimur","raw_affiliation_strings":["Department of Computer Engineering Firat University Elazig, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering Firat University Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082965948","display_name":"Mehmet Karak\u00f6se","orcid":"https://orcid.org/0000-0002-3276-3788"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Karakose","raw_affiliation_strings":["Department of Computer Engineering Firat University Elazig, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering Firat University Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057761815","display_name":"Erhan Ak\u0131n","orcid":"https://orcid.org/0000-0001-6476-9255"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erhan Akin","raw_affiliation_strings":["Department of Computer Engineering Firat University Elazig, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering Firat University Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024979879"],"corresponding_institution_ids":["https://openalex.org/I143396566"],"apc_list":null,"apc_paid":null,"fwci":2.654,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.9219437,"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":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9534000158309937,"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"}},"topics":[{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9534000158309937,"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/T11122","display_name":"Online Learning and Analytics","score":0.9205999970436096,"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/T11283","display_name":"Experimental Learning in Engineering","score":0.9031999707221985,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/accreditation","display_name":"Accreditation","score":0.9838138818740845},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.6498121619224548},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5974037647247314},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5889096856117249},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5772665739059448},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5727068781852722},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.472549170255661},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4465152323246002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33426952362060547},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.2910993695259094},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.206022709608078},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19534572958946228},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.16283205151557922},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12046417593955994},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07401582598686218}],"concepts":[{"id":"https://openalex.org/C61521584","wikidata":"https://www.wikidata.org/wiki/Q705899","display_name":"Accreditation","level":2,"score":0.9838138818740845},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.6498121619224548},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5974037647247314},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5889096856117249},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5772665739059448},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5727068781852722},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.472549170255661},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4465152323246002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33426952362060547},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2910993695259094},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.206022709608078},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19534572958946228},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.16283205151557922},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12046417593955994},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07401582598686218},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ithet.2016.7760736","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ithet.2016.7760736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 15th International Conference on Information Technology Based Higher Education and Training (ITHET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W52812453","https://openalex.org/W153129698","https://openalex.org/W1489193221","https://openalex.org/W1536651138","https://openalex.org/W1537156430","https://openalex.org/W1552745142","https://openalex.org/W1902088767","https://openalex.org/W2004575852","https://openalex.org/W2036908429","https://openalex.org/W2068178255","https://openalex.org/W2086719947","https://openalex.org/W2092460650","https://openalex.org/W2101958012","https://openalex.org/W2289393775","https://openalex.org/W2293120906","https://openalex.org/W2317774917","https://openalex.org/W2351953612","https://openalex.org/W2432404905","https://openalex.org/W2533257389","https://openalex.org/W4249565013","https://openalex.org/W4285719527","https://openalex.org/W6632746869"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2007960770","https://openalex.org/W2476517534","https://openalex.org/W2183187020","https://openalex.org/W2509459056","https://openalex.org/W2371811190","https://openalex.org/W4385407997","https://openalex.org/W2252873749","https://openalex.org/W2043949242","https://openalex.org/W4200353192"],"abstract_inverted_index":{"Expansion":[0],"of":[1,10,73,75,87,97,104,119,154],"higher":[2,23,40,67,88],"education":[3,24,41,62,68,76,106],"has":[4,79,92],"a":[5],"great":[6],"significance":[7],"for":[8,60],"development":[9],"the":[11,105,120],"country":[12],"and":[13,36,53,55,77,127,160],"this":[14,109],"case":[15],"should":[16],"not":[17],"be":[18,81,132],"ignored.":[19],"Quality":[20],"evaluation":[21],"at":[22],"is":[25,69,114],"also":[26],"an":[27,111],"important":[28],"issue.":[29],"This":[30],"process":[31],"takes":[32],"shape":[33],"with":[34,157],"prospects":[35],"requests":[37],"placed":[38],"on":[39],"institutions.":[42],"Especially":[43],"some":[44],"fields":[45],"such":[46],"as":[47,71,142],"engineering":[48],"began":[49],"to":[50,56,80,123],"progress":[51],"teaching":[52],"learning":[54],"set":[57],"apart":[58],"resources":[59],"quality":[61,74],"curricula.":[63],"Accreditation":[64],"concept":[65],"in":[66],"seen":[70],"defining":[72],"it":[78],"under":[82],"constantly":[83],"modify.":[84],"With":[85],"expansion":[86],"education,":[89],"accreditation":[90,98,121,149,155],"system":[91,122],"become":[93],"necessary.":[94],"Effective":[95],"implementation":[96],"purposes":[99],"will":[100],"provision":[101],"proper":[102],"functioning":[103],"system.":[107],"In":[108],"study,":[110],"IT-based":[112],"method":[113,141],"proposed":[115,140],"which":[116],"simplifies":[117],"application":[118],"departures.":[124],"High":[125],"efficiency":[126],"more":[128],"accurate":[129],"results":[130,137],"can":[131],"obtained":[133,138],"by":[134,151],"being":[135],"given":[136],"from":[139],"feedback.":[143],"There":[144],"are":[145],"determined":[146],"whether":[147],"success":[148],"criteria":[150,156],"examining":[152],"each":[153],"knowledge":[158],"extracting":[159],"processing":[161],"techniques.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
