{"id":"https://openalex.org/W4200338286","doi":"https://doi.org/10.14704/web/v18i2/web18313","title":"Evaluating the Performance of Engineering\u2019s Students in Mathematic Subject based on Academic Decision-Making Techniques","display_name":"Evaluating the Performance of Engineering\u2019s Students in Mathematic Subject based on Academic Decision-Making Techniques","publication_year":2021,"publication_date":"2021-12-23","ids":{"openalex":"https://openalex.org/W4200338286","doi":"https://doi.org/10.14704/web/v18i2/web18313"},"language":"en","primary_location":{"id":"doi:10.14704/web/v18i2/web18313","is_oa":true,"landing_page_url":"https://doi.org/10.14704/web/v18i2/web18313","pdf_url":null,"source":{"id":"https://openalex.org/S4210195749","display_name":"Webology","issn_l":"1735-188X","issn":["1735-188X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310318996","host_organization_name":"University of Tehran Press","host_organization_lineage":["https://openalex.org/P4310318996"],"host_organization_lineage_names":["University of Tehran Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Webology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.14704/web/v18i2/web18313","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050396910","display_name":"Abbas Atwan Mhawes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abbas Atwan Mhawes","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006200331","display_name":"Ahmed Yousif Falih Saedi","orcid":"https://orcid.org/0000-0003-2049-8371"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmed Yousif Falih Saedi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066238731","display_name":"Ali Talib Qasim al-Aqbi","orcid":"https://orcid.org/0000-0002-5204-5636"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ali Talib Qasim Al-Aqbi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5110771681","display_name":"Lamees abdalhasan Salman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lamees Abdalhasan Salman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22928222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"2","first_page":"154","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.792900025844574,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.792900025844574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/c4.5-algorithm","display_name":"C4.5 algorithm","score":0.8037053346633911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6913653016090393},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5820139050483704},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49877333641052246},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4578089416027069},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4351275861263275},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4211535155773163},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.3928464651107788},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.379913866519928}],"concepts":[{"id":"https://openalex.org/C52003472","wikidata":"https://www.wikidata.org/wiki/Q1022655","display_name":"C4.5 algorithm","level":4,"score":0.8037053346633911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6913653016090393},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5820139050483704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49877333641052246},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4578089416027069},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4351275861263275},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4211535155773163},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.3928464651107788},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.379913866519928},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14704/web/v18i2/web18313","is_oa":true,"landing_page_url":"https://doi.org/10.14704/web/v18i2/web18313","pdf_url":null,"source":{"id":"https://openalex.org/S4210195749","display_name":"Webology","issn_l":"1735-188X","issn":["1735-188X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310318996","host_organization_name":"University of Tehran Press","host_organization_lineage":["https://openalex.org/P4310318996"],"host_organization_lineage_names":["University of Tehran Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Webology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.14704/web/v18i2/web18313","is_oa":true,"landing_page_url":"https://doi.org/10.14704/web/v18i2/web18313","pdf_url":null,"source":{"id":"https://openalex.org/S4210195749","display_name":"Webology","issn_l":"1735-188X","issn":["1735-188X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310318996","host_organization_name":"University of Tehran Press","host_organization_lineage":["https://openalex.org/P4310318996"],"host_organization_lineage_names":["University of Tehran Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Webology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2997511728","https://openalex.org/W4214653893","https://openalex.org/W2149097950","https://openalex.org/W3124731355","https://openalex.org/W3036853918","https://openalex.org/W3211372245","https://openalex.org/W2505282017","https://openalex.org/W3013263334","https://openalex.org/W2995276271","https://openalex.org/W1989494794"],"abstract_inverted_index":{"Data":[0],"mining":[1,39,183],"is":[2],"characterized":[3],"as":[4],"a":[5,33,195],"quest":[6],"for":[7,21,84,165],"useful":[8],"knowledge":[9],"via":[10],"large":[11],"quantities":[12],"of":[13,36,44,54,57,77,87,111,135,147,161,176,187],"data.":[14],"Some":[15],"basic":[16],"and":[17,52,64,126,131,145,157,189],"most":[18],"common":[19],"techniques":[20,40],"data":[22,38,45,71,182],"extraction":[23],"are":[24,41,47,82],"association":[25],"rules,":[26],"grouping,":[27],"clustering,":[28],"estimation,":[29],"sequence":[30],"modeling.":[31],"For":[32],"wide":[34],"range":[35],"applications,":[37],"used.":[42],"Techniques":[43],"analysis":[46,193],"essential":[48],"to":[49,74],"the":[50,55,58,75,85,88,93,97,99,109,133,136,143,158,162,166,174],"preparation":[51],"implementation":[53],"administration":[56],"learning":[59],"system,":[60],"including":[61],"behavioral":[62],"guidance":[63],"personal":[65],"behavior":[66],"appraisal.":[67],"The":[68],"article":[69],"applies":[70],"analytical":[72],"methods":[73],"role":[76],"student":[78,152],"classification.":[79],"Several":[80],"tests":[81],"used":[83,118],"interpretation":[86],"findings.":[89],"In":[90,185],"keeping":[91],"with":[92],"methodology":[94],"proposed":[95],"in":[96],"paper,":[98],"classification":[100],"using":[101,181],"cognitive":[102],"skills":[103],"provides":[104],"more":[105],"detailed":[106],"results":[107],"than":[108],"findings":[110],"other":[112],"study":[113],"published.":[114],"Five":[115],"algorithms":[116,138],"were":[117],"(J48,":[119],"Na\u00efve":[120],"Bayes,":[121],"Multilayer":[122],"Perception,":[123],"K":[124],"Star":[125],"SMO).":[127],"This":[128],"essay":[129],"discusses":[130],"measures":[132],"application":[134],"various":[137],"so":[139],"that":[140],"factors":[141],"affecting":[142],"success":[144],"failure":[146],"students":[148],"can":[149,154,170,178],"be":[150,155,171,179],"identified,":[151],"performance":[153],"estimated,":[156],"significant":[159],"consequences":[160],"mathematics":[163],"system":[164],"second":[167],"university":[168],"year":[169],"identified.":[172],"However":[173],"number":[175],"exams":[177],"minimized":[180],"techniques.":[184],"terms":[186],"time":[188],"consequences,":[190],"this":[191],"shortened":[192],"plays":[194],"key":[196],"role.":[197]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}