{"id":"https://openalex.org/W2022598142","doi":"https://doi.org/10.1109/coginf.2009.5250713","title":"Towards Structured software Cognitive complexity measurement with Granular Computing strategies","display_name":"Towards Structured software Cognitive complexity measurement with Granular Computing strategies","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2022598142","doi":"https://doi.org/10.1109/coginf.2009.5250713","mag":"2022598142"},"language":"en","primary_location":{"id":"doi:10.1109/coginf.2009.5250713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2009.5250713","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 8th IEEE International Conference on Cognitive Informatics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5086930613","display_name":"Benjapol Auprasert","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Benjapol Auprasert","raw_affiliation_strings":["Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand","Department of Computer Engineering, Chulalongkorn University, Bangkok, 10330, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Department of Computer Engineering, Chulalongkorn University, Bangkok, 10330, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034606101","display_name":"Yachai Limpiyakorn","orcid":"https://orcid.org/0000-0002-9370-5426"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Yachai Limpiyakorn","raw_affiliation_strings":["Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand","Department of Computer Engineering, Chulalongkorn University, Bangkok, 10330, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Department of Computer Engineering, Chulalongkorn University, Bangkok, 10330, Thailand","institution_ids":["https://openalex.org/I158708052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158708052"],"apc_list":null,"apc_paid":null,"fwci":0.9748,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74661275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"365","last_page":"370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9714999794960022,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9714999794960022,"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/T10260","display_name":"Software Engineering Research","score":0.9492999911308289,"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9186000227928162,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.7610211372375488},{"id":"https://openalex.org/keywords/granular-computing","display_name":"Granular computing","score":0.6181606650352478},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6101018786430359},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5801873803138733},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.498699426651001},{"id":"https://openalex.org/keywords/programming-complexity","display_name":"Programming complexity","score":0.4544823169708252},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.42786940932273865},{"id":"https://openalex.org/keywords/information-processing","display_name":"Information processing","score":0.4242340326309204},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.368585467338562},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3520059883594513},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34982073307037354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.335601270198822},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26528507471084595},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.2443244755268097},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.18294867873191833},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15285718441009521},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09345856308937073},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.08635127544403076}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7610211372375488},{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.6181606650352478},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6101018786430359},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5801873803138733},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.498699426651001},{"id":"https://openalex.org/C66429209","wikidata":"https://www.wikidata.org/wiki/Q7248499","display_name":"Programming complexity","level":5,"score":0.4544823169708252},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.42786940932273865},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.4242340326309204},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.368585467338562},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3520059883594513},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34982073307037354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.335601270198822},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26528507471084595},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.2443244755268097},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.18294867873191833},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15285718441009521},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09345856308937073},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.08635127544403076},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coginf.2009.5250713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2009.5250713","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 8th IEEE International Conference on Cognitive Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1504062128","https://openalex.org/W1524797244","https://openalex.org/W1566478231","https://openalex.org/W1987470315","https://openalex.org/W1989252799","https://openalex.org/W2025527100","https://openalex.org/W2033916753","https://openalex.org/W2091843032","https://openalex.org/W2094534479","https://openalex.org/W2105217306","https://openalex.org/W2105684425","https://openalex.org/W2138402495","https://openalex.org/W2158335989","https://openalex.org/W2164237520","https://openalex.org/W2171876838","https://openalex.org/W2495132037","https://openalex.org/W3021043578","https://openalex.org/W4243066469","https://openalex.org/W6631265226","https://openalex.org/W6633847785","https://openalex.org/W6684879080"],"related_works":["https://openalex.org/W2350522004","https://openalex.org/W2370755174","https://openalex.org/W2377101006","https://openalex.org/W2187139637","https://openalex.org/W2350247864","https://openalex.org/W3013364385","https://openalex.org/W2112263672","https://openalex.org/W1795409297","https://openalex.org/W4299125407","https://openalex.org/W2154500141"],"abstract_inverted_index":{"Cognitive":[0],"complexity":[1,20,49,115],"measures":[2],"quantify":[3,79],"human":[4,119],"difficulty":[5],"in":[6,68],"understanding":[7],"the":[8,45,69,80,85,99,128],"source":[9],"code":[10],"based":[11],"on":[12,21],"cognitive":[13,19,38,104,120],"informatics":[14],"foundation.":[15],"The":[16,35,109,139],"discipline":[17],"derives":[18],"a":[22],"basis":[23],"of":[24,37,71,130,142],"fundamental":[25],"software":[26,48],"factors":[27,81,116],"i.e.":[28],"inputs,":[29],"outputs,":[30],"and":[31,73,113],"internal":[32],"processing":[33],"architecture.":[34],"invention":[36],"functional":[39],"size":[40],"(CFS)":[41],"stands":[42],"out":[43],"as":[44,65],"breakthrough":[46],"to":[47,56,59,94,118,126],"measures.":[50],"Several":[51],"subsequent":[52],"research":[53],"has":[54],"tried":[55],"enhance":[57],"CFS":[58],"fully":[60],"consider":[61],"more":[62],"factors,":[63],"such":[64],"information":[66,105],"contents":[67],"form":[70],"identifiers":[72],"operators.":[74],"However,":[75],"these":[76],"existing":[77],"approaches":[78],"separately":[82],"without":[83],"considering":[84],"relationships":[86],"among":[87],"them.":[88],"This":[89],"paper":[90],"presents":[91],"an":[92],"approach":[93],"integrating":[95],"granular":[96,143],"computing":[97,144],"into":[98],"new":[100],"measure":[101,106,111],"called":[102],"structured":[103],"or":[107],"SCIM.":[108],"proposed":[110],"unifies":[112],"re-organizes":[114],"analogous":[117],"process.":[121],"Empirical":[122],"studies":[123],"were":[124],"conducted":[125],"evaluate":[127],"virtue":[129],"SCIM,":[131],"including":[132],"theoretical":[133],"validation":[134],"through":[135],"nine":[136],"Weyuker's":[137],"properties.":[138],"universal":[140],"applicability":[141],"concepts":[145],"is":[146],"also":[147],"demonstrated.":[148]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}