{"id":"https://openalex.org/W2162336984","doi":"https://doi.org/10.1109/ijcnn.2008.4634056","title":"Software quality prediction using Affinity Propagation algorithm","display_name":"Software quality prediction using Affinity Propagation algorithm","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2162336984","doi":"https://doi.org/10.1109/ijcnn.2008.4634056","mag":"2162336984"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2008.4634056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","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/A5112114676","display_name":"Bingbing Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bingbing Yang","raw_affiliation_strings":["Image Processing and Pattern Recognition Laboratory, Beijing Normal University, Beijing, China","Laboratory of Computer Science, Institute of Software, Chinese Academy and Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Image Processing and Pattern Recognition Laboratory, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Laboratory of Computer Science, Institute of Software, Chinese Academy and Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081412949","display_name":"Qian Yin","orcid":"https://orcid.org/0000-0002-0354-5490"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Yin","raw_affiliation_strings":["Image Processing and Pattern Recognition Laboratory, Beijing Normal University, Beijing, China","Laboratory of Computer Science, Institute of Software, Chinese Academy and Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Image Processing and Pattern Recognition Laboratory, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Laboratory of Computer Science, Institute of Software, Chinese Academy and Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102897227","display_name":"Shengyong Xu","orcid":"https://orcid.org/0000-0001-9567-5980"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengyong Xu","raw_affiliation_strings":["Image Processing and Pattern Recognition Laboratory, Beijing Normal University, Beijing, China","Laboratory of Computer Science, Institute of Software, Chinese Academy and Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Image Processing and Pattern Recognition Laboratory, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Laboratory of Computer Science, Institute of Software, Chinese Academy and Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020083340","display_name":"Ping Guo","orcid":"https://orcid.org/0000-0002-7122-1084"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Guo","raw_affiliation_strings":["Image Processing and Pattern Recognition Laboratory, Beijing Normal University, Beijing, China","Laboratory of Computer Science, Institute of Software, Chinese Academy and Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Image Processing and Pattern Recognition Laboratory, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Laboratory of Computer Science, Institute of Software, Chinese Academy and Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112114676"],"corresponding_institution_ids":["https://openalex.org/I25254941","https://openalex.org/I4210128818"],"apc_list":null,"apc_paid":null,"fwci":2.5379,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92200543,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1891","last_page":"1896"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9975000023841858,"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/computer-science","display_name":"Computer science","score":0.7389841079711914},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6410748362541199},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.6336303353309631},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.6143040657043457},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.5916326642036438},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5638641715049744},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5323876142501831},{"id":"https://openalex.org/keywords/verification-and-validation","display_name":"Verification and validation","score":0.5086830258369446},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5019619464874268},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.4793711006641388},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.47482070326805115},{"id":"https://openalex.org/keywords/software-measurement","display_name":"Software measurement","score":0.4601690173149109},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37038081884384155},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29026031494140625},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09002843499183655},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08659732341766357},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07641547918319702},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06004711985588074}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7389841079711914},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6410748362541199},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.6336303353309631},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.6143040657043457},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.5916326642036438},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5638641715049744},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5323876142501831},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.5086830258369446},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5019619464874268},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.4793711006641388},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.47482070326805115},{"id":"https://openalex.org/C89567784","wikidata":"https://www.wikidata.org/wiki/Q7554325","display_name":"Software measurement","level":5,"score":0.4601690173149109},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37038081884384155},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29026031494140625},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09002843499183655},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08659732341766357},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07641547918319702},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06004711985588074},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2008.4634056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1858315536","https://openalex.org/W1971868825","https://openalex.org/W2113224932","https://openalex.org/W2128666163","https://openalex.org/W2132988567","https://openalex.org/W2150963875","https://openalex.org/W2153242493","https://openalex.org/W2158538143","https://openalex.org/W2165232124","https://openalex.org/W2170555940","https://openalex.org/W4292023222","https://openalex.org/W6682632765","https://openalex.org/W6684277814"],"related_works":["https://openalex.org/W2068483578","https://openalex.org/W2798385000","https://openalex.org/W3014006153","https://openalex.org/W2078744341","https://openalex.org/W2031021105","https://openalex.org/W2439389792","https://openalex.org/W1602996893","https://openalex.org/W4320067626","https://openalex.org/W2187488199","https://openalex.org/W4360910036"],"abstract_inverted_index":{"Software":[0],"metrics":[1,13],"are":[2],"collected":[3],"at":[4],"various":[5],"phases":[6],"of":[7,17,32,49,64,82,100],"the":[8,15,18,29,47,65,73,79,98,125,138],"software":[9,19,26,33,50,54,74,83,102,108,134],"development":[10],"process.":[11],"These":[12],"contain":[14],"information":[16],"and":[20,142],"can":[21,43,59,129],"be":[22,44,60,130],"used":[23],"to":[24,71],"predict":[25],"quality":[27,51,75,135],"in":[28,46,78,133,137],"early":[30,80,140],"stage":[31],"life":[34],"cycle.":[35],"Intelligent":[36],"computing":[37],"techniques":[38],"such":[39],"as":[40,62],"data":[41,66],"mining":[42,67],"applied":[45,116,131],"study":[48],"by":[52],"analyzing":[53],"metrics.":[55],"Clustering":[56],"analysis,":[57],"which":[58],"considered":[61],"one":[63],"techniques,":[68],"is":[69,95,114,144],"adopted":[70],"build":[72],"prediction":[76,136],"models":[77],"period":[81],"testing.":[84],"In":[85],"this":[86],"paper,":[87],"a":[88],"new":[89],"clustering":[90,112],"method":[91,113],"called":[92],"Affinity":[93,126],"Propagation":[94,127],"investigated":[96],"for":[97,117],"analysis":[99],"two":[101],"metric":[103],"datasets":[104],"extracted":[105],"from":[106],"real-world":[107],"projects.":[109],"Meanwhile,":[110],"K-Means":[111],"also":[115],"comparison.":[118],"The":[119],"numerical":[120],"experiment":[121],"results":[122],"show":[123],"that":[124],"algorithm":[128],"well":[132],"very":[139],"stage,":[141],"it":[143],"more":[145],"effective":[146],"on":[147],"reducing":[148],"Type":[149],"II":[150],"error.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-02-25T23:00:34.991745","created_date":"2025-10-10T00:00:00"}