{"id":"https://openalex.org/W56990029","doi":null,"title":"A Feature Ranking Algorithm in Pragmatic Quality Factor Model for Software Quality Assessment","display_name":"A Feature Ranking Algorithm in Pragmatic Quality Factor Model for Software Quality Assessment","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W56990029","mag":"56990029"},"language":"en","primary_location":{"id":"pmh:oai:etd.uum.edu.my:3844","doi":null,"is_oa":false,"landing_page_url":"https://etd.uum.edu.my/3844/1/s804226.pdf","pdf_url":"https://etd.uum.edu.my/3844/1/s804226.pdf","source":{"id":"https://openalex.org/S4377196727","display_name":"UUM Electronic Theses and Dissertation [eTheses] (Northern University of Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I94625822","host_organization_name":"Universiti Utara Malaysia","host_organization_lineage":["https://openalex.org/I94625822"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5113437110","display_name":"Ahmad Ruzita","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ahmad Ruzita","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5113437110"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.8051999807357788,"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/T10260","display_name":"Software Engineering Research","score":0.8051999807357788,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.18119999766349792,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.003599999938160181,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/software-quality-evaluation","display_name":"software quality assessment","score":0.925000011920929},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"multi-label classification","score":0.675000011920929},{"id":"https://openalex.org/keywords/mulan","display_name":"Mulan","score":0.8119999766349792},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.5320000052452087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.666549563407898},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6493478417396545},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6144906878471375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5943179130554199},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5821544528007507},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5714141726493835},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5603607296943665},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5341118574142456},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5115810036659241},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4285834729671478},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3345000743865967},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:etd.uum.edu.my:3844","doi":null,"is_oa":false,"landing_page_url":"https://etd.uum.edu.my/3844/1/s804226.pdf","pdf_url":"https://etd.uum.edu.my/3844/1/s804226.pdf","source":{"id":"https://openalex.org/S4377196727","display_name":"UUM Electronic Theses and Dissertation [eTheses] (Northern University of Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I94625822","host_organization_name":"Universiti Utara Malaysia","host_organization_lineage":["https://openalex.org/I94625822"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"mag:56990029","doi":null,"is_oa":false,"landing_page_url":"https://etd.uum.edu.my/3844/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W4632464","https://openalex.org/W80360043","https://openalex.org/W142616426","https://openalex.org/W145260474","https://openalex.org/W184081754","https://openalex.org/W190437827","https://openalex.org/W197071981","https://openalex.org/W200422366","https://openalex.org/W326511471","https://openalex.org/W1487243838","https://openalex.org/W1496351645","https://openalex.org/W1500151553","https://openalex.org/W1535145118","https://openalex.org/W1537911176","https://openalex.org/W1542039108","https://openalex.org/W1567784974","https://openalex.org/W1619226191","https://openalex.org/W1661871015","https://openalex.org/W1808644423","https://openalex.org/W1953606363","https://openalex.org/W1972196855","https://openalex.org/W1975373831","https://openalex.org/W1988245217","https://openalex.org/W1995580064","https://openalex.org/W2001001140","https://openalex.org/W2006325180","https://openalex.org/W2011316522","https://openalex.org/W2013816193","https://openalex.org/W2017337590","https://openalex.org/W2024470531","https://openalex.org/W2039081830","https://openalex.org/W2051865033","https://openalex.org/W2057044558","https://openalex.org/W2060659359","https://openalex.org/W2075028344","https://openalex.org/W2083352779","https://openalex.org/W2089137303","https://openalex.org/W2095776265","https://openalex.org/W2100235918","https://openalex.org/W2102231206","https://openalex.org/W2103333826","https://openalex.org/W2106482783","https://openalex.org/W2107406777","https://openalex.org/W2109676405","https://openalex.org/W2110953516","https://openalex.org/W2111217760","https://openalex.org/W2114690085","https://openalex.org/W2116791014","https://openalex.org/W2119387367","https://openalex.org/W2119483879","https://openalex.org/W2119777739","https://openalex.org/W2126385963","https://openalex.org/W2129712776","https://openalex.org/W2131144012","https://openalex.org/W2131193147","https://openalex.org/W2133085404","https://openalex.org/W2133462743","https://openalex.org/W2133990480","https://openalex.org/W2134966642","https://openalex.org/W2134982005","https://openalex.org/W2135893370","https://openalex.org/W2136654812","https://openalex.org/W2137107481","https://openalex.org/W2138752966","https://openalex.org/W2139506929","https://openalex.org/W2145063468","https://openalex.org/W2148633389","https://openalex.org/W2155461849","https://openalex.org/W2156571267","https://openalex.org/W2158038178","https://openalex.org/W2158423705","https://openalex.org/W2163876299","https://openalex.org/W2165094151","https://openalex.org/W2165728620","https://openalex.org/W2165766797","https://openalex.org/W2167363007","https://openalex.org/W2169038408","https://openalex.org/W2169071224","https://openalex.org/W2291545876","https://openalex.org/W2397092005","https://openalex.org/W2564157616","https://openalex.org/W2798455746"],"related_works":["https://openalex.org/W2625380578","https://openalex.org/W2146279685","https://openalex.org/W114879031","https://openalex.org/W2046204515","https://openalex.org/W2318679995","https://openalex.org/W7100351082","https://openalex.org/W8497355","https://openalex.org/W2117398427","https://openalex.org/W4313003846","https://openalex.org/W4280502775"],"abstract_inverted_index":{"Software":[0],"quality":[1,20,36,72,85,94,116,166,296],"is":[2,54,102,263],"an":[3],"important":[4,68],"research":[5,30,262],"area":[6],"and":[7,65,87,105,128,158,184,285],"has":[8,168],"gain":[9],"considerable":[10],"attention":[11],"from":[12],"software":[13,23,35,71,149,295],"engineering":[14],"community":[15],"in":[16,22,31,60,63,119,277,294],"identification":[17,151],"of":[18,34,79,99,109,131,140,144,152,160,165,182,204,234,243,260,267,273],"priority":[19,181],"attributes":[21,69,86,167,183,280,298],"development":[24],"process.":[25,96],"This":[26],"thesis":[27],"describes":[28],"original":[29],"the":[32,58,67,80,84,93,100,107,129,132,180,202,216,238,249,265,283],"field":[33],"model":[37,62,210],"by":[38,186],"presenting":[39],"a":[40,176,291],"Feature":[41,153],"Ranking":[42,154],"Algorithm":[43],"(FRA)":[44],"for":[45,70,114,192,279,297],"Pragmatic":[46],"Quality":[47],"Factor":[48],"(PQF)":[49],"model.":[50,121],"The":[51,74,97,136,163,198,245,257],"proposed":[52,270],"algorithm":[53,173,222,240],"able":[55],"to":[56,82,103,178,208,215,237],"improve":[57],"weaknesses":[59],"PQF":[61,120,209],"updating":[64],"learning":[66,89,187],"assessment.":[73,281],"existing":[75],"assessment":[76,95,117,164],"techniques":[77],"lack":[78],"capability":[81],"rank":[83],"data":[88],"which":[90],"can":[91,287],"enhance":[92],"aim":[98],"study":[101],"identify":[104],"propose":[106],"application":[108],"Artificial":[110],"Intelligence":[111],"(AI)":[112],"technique":[113,118],"improving":[115],"Therefore,":[122],"FRA":[123,133,161,172,205,250,278],"using":[124,171],"FRT":[125,268],"was":[126,134,229,251],"constructed":[127],"performance":[130,203],"evaluated.":[135],"methodology":[137],"used":[138],"consists":[139],"theoretical":[141],"study,":[142],"design":[143],"formal":[145],"framework":[146],"on":[147,264],"intelligent":[148],"quality,":[150],"Technique":[155],"(FRT),":[156],"construction":[157],"evaluation":[159],"algorithm.":[162,256],"been":[169],"improved":[170],"enriched":[174],"with":[175,211,223,232,241,269],"formula":[177],"calculate":[179],"followed":[185],"adaptation":[188],"through":[189],"Java":[190],"Library":[191],"Multi":[193],"Label":[194],"Learning":[195],"(MULAN)":[196],"application.":[197],"result":[199,246],"shows":[200,247],"that":[201,248],"correlates":[206],"strongly":[207],"98%":[212],"correlation":[213],"compared":[214,236],"Kolmogorov-Smirnov":[217],"Correlation":[218],"Based":[219],"Filter":[220],"(KSCBF)":[221],"83%":[224],"correlation.":[225],"Statistical":[226],"significance":[227],"test":[228],"also":[230],"performed":[231],"score":[233,242],"0.052":[235],"KSCBF":[239,255],"0.048.":[244],"more":[252],"significant":[253],"than":[254],"main":[258],"contribution":[259],"this":[261],"implementation":[266],"Most":[271],"Priority":[272],"Features":[274],"(MPF)":[275],"calculation":[276],"Overall,":[282],"findings":[284],"contributions":[286],"be":[288],"regarded":[289],"as":[290],"novel":[292],"effort":[293],"selection.":[299]},"counts_by_year":[],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2016-06-24T00:00:00"}