{"id":"https://openalex.org/W4324266433","doi":"https://doi.org/10.1145/3579654.3579675","title":"Analyses of Software Data and Their Interpretations: A Framework of Information Granules","display_name":"Analyses of Software Data and Their Interpretations: A Framework of Information Granules","publication_year":2022,"publication_date":"2022-12-23","ids":{"openalex":"https://openalex.org/W4324266433","doi":"https://doi.org/10.1145/3579654.3579675"},"language":"en","primary_location":{"id":"doi:10.1145/3579654.3579675","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3579654.3579675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 5th International Conference on Algorithms, Computing and Artificial Intelligence","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/A5014728049","display_name":"Ayomide Bakare","orcid":"https://orcid.org/0000-0003-1808-3855"},"institutions":[{"id":"https://openalex.org/I4210116741","display_name":"Innopolis University","ror":"https://ror.org/02b7jh107","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210116741"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Ayomide Bakare","raw_affiliation_strings":["Innopolis University, Russia"],"raw_orcid":"https://orcid.org/0000-0003-1808-3855","affiliations":[{"raw_affiliation_string":"Innopolis University, Russia","institution_ids":["https://openalex.org/I4210116741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060505775","display_name":"Yegor Bugayenko","orcid":"https://orcid.org/0000-0001-6370-0678"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yegor Bugayenko","raw_affiliation_strings":["Huawei Technologies, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6370-0678","affiliations":[{"raw_affiliation_string":"Huawei Technologies, Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068606463","display_name":"Artem Kruglov","orcid":"https://orcid.org/0000-0003-2038-1392"},"institutions":[{"id":"https://openalex.org/I4210116741","display_name":"Innopolis University","ror":"https://ror.org/02b7jh107","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210116741"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Artem Kruglov","raw_affiliation_strings":["Innopolis University, Russia"],"raw_orcid":"https://orcid.org/0000-0003-2038-1392","affiliations":[{"raw_affiliation_string":"Innopolis University, Russia","institution_ids":["https://openalex.org/I4210116741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["University of Alberta, Canada"],"raw_orcid":"https://orcid.org/0000-0002-9335-9930","affiliations":[{"raw_affiliation_string":"University of Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039583821","display_name":"Giancarlo Succi","orcid":"https://orcid.org/0000-0001-8847-0186"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giancarlo Succi","raw_affiliation_strings":["University of Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8847-0186","affiliations":[{"raw_affiliation_string":"University of Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9824000000953674,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9764000177383423,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8023409843444824},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.7127282023429871},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6341922879219055},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5816709399223328},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5719249248504639},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.5246284604072571},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.46087366342544556},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.44209614396095276},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.36677247285842896},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3640625476837158},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34223031997680664},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1993991732597351}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8023409843444824},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.7127282023429871},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6341922879219055},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5816709399223328},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5719249248504639},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.5246284604072571},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.46087366342544556},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.44209614396095276},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.36677247285842896},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3640625476837158},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34223031997680664},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1993991732597351},{"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3579654.3579675","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3579654.3579675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 5th International Conference on Algorithms, Computing and Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.unibo.it:11585/921878","is_oa":false,"landing_page_url":"https://hdl.handle.net/11585/921878","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4300000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322183","display_name":"Huawei Technologies","ror":"https://ror.org/00cmhce21"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1987971958","https://openalex.org/W1990368529","https://openalex.org/W2018113971","https://openalex.org/W2025041020","https://openalex.org/W2060362003","https://openalex.org/W2087815680","https://openalex.org/W2107946060","https://openalex.org/W2171975443","https://openalex.org/W2276632375","https://openalex.org/W2968767342","https://openalex.org/W4242401062","https://openalex.org/W6672191126"],"related_works":["https://openalex.org/W3105511281","https://openalex.org/W2088382486","https://openalex.org/W983931886","https://openalex.org/W2472680075","https://openalex.org/W4292756589","https://openalex.org/W2566085182","https://openalex.org/W2143191299","https://openalex.org/W2886008366","https://openalex.org/W2778196409","https://openalex.org/W1982511054"],"abstract_inverted_index":{"Data":[0],"collected":[1],"from":[2,48,97,153],"software":[3,32,46,95],"applications":[4],"such":[5],"as":[6,63],"issue":[7,24,50],"management":[8],"systems":[9,13],"or":[10,61],"version":[11],"control":[12],"are":[14,123],"abstract":[15],"and":[16,20,38,87,114],"require":[17],"their":[18],"thorough":[19],"comprehensive":[21],"analysis.":[22],"Automated":[23],"generation":[25,51],"is":[26],"an":[27],"understudied":[28],"area":[29],"in":[30,67],"automated":[31,49],"development":[33,69],"despite":[34],"its":[35],"effectiveness,":[36],"safety,":[37],"satisfaction":[39],"which":[40,54],"increases":[41],"developer":[42],"productivity.":[43],"Analysis":[44],"of":[45,79,104,111,117,135],"data":[47,96,105,130,151],"provides":[52,140],"information":[53,88,119],"could":[55],"be":[56],"used":[57],"by":[58],"relevant":[59],"tools":[60],"monitored":[62],"any":[64],"other":[65,102],"feature":[66],"the":[68,109,133,136,141,145,154],"process.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74,107],"systematically":[75],"apply":[76],"a":[77,115],"suite":[78],"methods,":[80],"including":[81],"clustering":[82],"algorithms,":[83],"cluster":[84],"validity":[85],"indexes,":[86],"granularity,":[89],"to":[90,125,131,148],"generate":[91],"explainable":[92],"prototypes":[93],"using":[94,144],"generated":[98],"GitHub":[99],"Issues.":[100],"Among":[101],"approaches":[103],"analytics,":[106],"employ":[108],"principle":[110],"justifiable":[112],"granularity":[113],"method":[116],"optimal":[118],"allocation.":[120],"These":[121],"methods":[122,146],"applied":[124,147],"two":[126],"dimensional":[127],"synthetic":[128],"Gaussian":[129],"illustrate":[132],"performance":[134],"methods.":[137],"The":[138,157],"study":[139],"experimental":[142],"results":[143],"real":[149],"industrial":[150],"coming":[152],"0pdd":[155],"software.":[156],"resultant":[158],"groups":[159],"provide":[160],"some":[161],"insights":[162],"into":[163],"structure":[164],"for":[165],"organising":[166],"puzzles":[167],"with":[168],"similar":[169],"characteristics.":[170]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
