{"id":"https://openalex.org/W3169862605","doi":"https://doi.org/10.1142/s021962202150036x","title":"A Computer Assisted Decision Support System for Education Planning","display_name":"A Computer Assisted Decision Support System for Education Planning","publication_year":2021,"publication_date":"2021-05-27","ids":{"openalex":"https://openalex.org/W3169862605","doi":"https://doi.org/10.1142/s021962202150036x","mag":"3169862605"},"language":"en","primary_location":{"id":"doi:10.1142/s021962202150036x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s021962202150036x","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11486/5200","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054715122","display_name":"Yi\u011fit Ali\u015fan","orcid":"https://orcid.org/0000-0003-2943-7743"},"institutions":[{"id":"https://openalex.org/I76257594","display_name":"Sinop University","ror":"https://ror.org/004ah3r71","country_code":"TR","type":"education","lineage":["https://openalex.org/I76257594"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Yigit Alisan","raw_affiliation_strings":["Distance Education Application and Research Center, Sinop University, 57000 Sinop, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-2943-7743","affiliations":[{"raw_affiliation_string":"Distance Education Application and Research Center, Sinop University, 57000 Sinop, Turkey","institution_ids":["https://openalex.org/I76257594"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036995215","display_name":"Faruk Serin","orcid":"https://orcid.org/0000-0002-1458-4508"},"institutions":[{"id":"https://openalex.org/I59738393","display_name":"Gaziantep University","ror":"https://ror.org/020vvc407","country_code":"TR","type":"education","lineage":["https://openalex.org/I59738393"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Faruk Serin","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, Gaziantep University, 27000, Gaziantep, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Gaziantep University, 27000, Gaziantep, Turkey","institution_ids":["https://openalex.org/I59738393"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054715122"],"corresponding_institution_ids":["https://openalex.org/I76257594"],"apc_list":null,"apc_paid":null,"fwci":1.7033,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87441928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"20","issue":"05","first_page":"1383","last_page":"1407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9485999941825867,"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":0.9485999941825867,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9484000205993652,"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/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9294999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/restructuring","display_name":"Restructuring","score":0.6621206402778625},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6434465646743774},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.569554328918457},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5690803527832031},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5500230193138123},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5155549049377441},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.4520927369594574},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4186702370643616},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.33057186007499695},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2972206771373749},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.27534258365631104},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16541039943695068},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09254354238510132}],"concepts":[{"id":"https://openalex.org/C45237549","wikidata":"https://www.wikidata.org/wiki/Q1376796","display_name":"Restructuring","level":2,"score":0.6621206402778625},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6434465646743774},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.569554328918457},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5690803527832031},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5500230193138123},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5155549049377441},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.4520927369594574},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4186702370643616},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.33057186007499695},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2972206771373749},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.27534258365631104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16541039943695068},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09254354238510132},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s021962202150036x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s021962202150036x","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:20:y:2021:i:05:n:s021962202150036x","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S021962202150036X","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:acikerisim.sinop.edu.tr:11486/5200","is_oa":true,"landing_page_url":"https://hdl.handle.net/11486/5200","pdf_url":null,"source":{"id":"https://openalex.org/S4377196687","display_name":"DSpace-Sinop (Sinop University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I76257594","host_organization_name":"Sinop University","host_organization_lineage":["https://openalex.org/I76257594"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:acikerisim.sinop.edu.tr:11486/5200","is_oa":true,"landing_page_url":"https://hdl.handle.net/11486/5200","pdf_url":null,"source":{"id":"https://openalex.org/S4377196687","display_name":"DSpace-Sinop (Sinop University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I76257594","host_organization_name":"Sinop University","host_organization_lineage":["https://openalex.org/I76257594"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W38708963","https://openalex.org/W1491332067","https://openalex.org/W1583981513","https://openalex.org/W1647671624","https://openalex.org/W1897633433","https://openalex.org/W1991178716","https://openalex.org/W1994278357","https://openalex.org/W2003924379","https://openalex.org/W2023718717","https://openalex.org/W2027183838","https://openalex.org/W2031299513","https://openalex.org/W2051440091","https://openalex.org/W2060211558","https://openalex.org/W2065109455","https://openalex.org/W2072987669","https://openalex.org/W2073885902","https://openalex.org/W2078516566","https://openalex.org/W2084219817","https://openalex.org/W2141568061","https://openalex.org/W2158612409","https://openalex.org/W2280883770","https://openalex.org/W2295578205","https://openalex.org/W2336647785","https://openalex.org/W2479709179","https://openalex.org/W2608953757","https://openalex.org/W2622186323","https://openalex.org/W2896294079","https://openalex.org/W2901569205","https://openalex.org/W2904970880","https://openalex.org/W2907189858","https://openalex.org/W2970263100","https://openalex.org/W2982175882","https://openalex.org/W3010984383","https://openalex.org/W3048687798","https://openalex.org/W3048953540","https://openalex.org/W3111337479","https://openalex.org/W3111879052","https://openalex.org/W4214671568","https://openalex.org/W4232531573","https://openalex.org/W4255087125"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4232472636","https://openalex.org/W2348673831","https://openalex.org/W2508693927","https://openalex.org/W2360583908","https://openalex.org/W2139924367","https://openalex.org/W2360494434","https://openalex.org/W2347583247","https://openalex.org/W2358008336","https://openalex.org/W2355501513"],"abstract_inverted_index":{"The":[0,71,78,130,196],"advances":[1],"in":[2,223],"technology":[3],"are":[4,90,106,124,144,162,178],"eliminating":[5],"the":[6,16,38,60,65,68,82,93,100,103,119,122,156,165,173,187,201,210,221],"demand":[7],"for":[8],"certain":[9],"occupations":[10],"and":[11,19,32,48,62,67,110,198,217],"creating":[12],"new":[13,169],"opportunities.":[14],"Thus,":[15],"universities,":[17,188],"teachers,":[18],"students":[20,177],"have":[21],"to":[22,26,36,43,138,149,164,167,183,194],"collaboratively":[23],"work":[24],"together":[25],"restructure":[27],"their":[28],"departments,":[29,189],"course":[30,33,69,158,174,218],"offerings,":[31],"contents.":[34,175],"Failure":[35],"realize":[37],"aforementioned":[39],"initiatives":[40],"may":[41],"lead":[42],"a":[44,53],"loss":[45],"of":[46,58,64,75,200,212,220],"quality":[47,61],"competitiveness.":[49],"This":[50],"study":[51],"proposes":[52],"decision":[54,132,203],"support":[55,133,204],"system":[56,73,134,205],"capable":[57],"maintaining":[59],"competitiveness":[63],"departments":[66,148],"offerings.":[70,159],"proposed":[72,131,202],"consists":[74],"three":[76],"stages.":[77],"first":[79],"stage":[80],"is":[81],"data":[83,89,105],"collection":[84],"stage.":[85],"At":[86],"this":[87],"stage,":[88,102,121],"collected":[91,104],"from":[92],"internet":[94],"using":[95,126],"web":[96],"scraping":[97],"methods.":[98,117,129],"In":[99,118],"second":[101],"turned":[107],"into":[108],"meaningful":[109],"processable":[111],"information":[112,137,161],"by":[113],"natural":[114],"language":[115],"processing":[116],"third":[120],"alternatives":[123],"ranked":[125],"multi-criteria":[127],"decision-making":[128],"provides":[135],"useful":[136],"several":[139],"educational":[140],"stakeholders.":[141],"First,":[142],"universities":[143,222],"informed":[145,180],"on":[146,181],"which":[147],"create":[150,168],"or":[151,171,191],"close":[152],"as":[153,155],"well":[154],"relevant":[157],"Second,":[160],"provided":[163],"teachers":[166],"courses":[170],"shape":[172],"Finally,":[176],"better":[179],"how":[182],"go":[184],"about":[185],"choosing":[186],"courses,":[190],"career":[192],"paths":[193],"pursue.":[195],"applicability":[197],"reliability":[199],"were":[206],"experimentally":[207],"proven":[208],"through":[209],"use":[211],"computer":[213],"engineering-related":[214],"job":[215],"postings":[216],"contents":[219],"Turkey.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-10T07:06:39.071514","created_date":"2025-10-10T00:00:00"}