{"id":"https://openalex.org/W4407247866","doi":"https://doi.org/10.1109/wpmc63271.2024.10863437","title":"Entropy- Based Approach in Bug Prediction: An Overview of Theoretical and Practical Applications in Open Source Projects","display_name":"Entropy- Based Approach in Bug Prediction: An Overview of Theoretical and Practical Applications in Open Source Projects","publication_year":2024,"publication_date":"2024-11-17","ids":{"openalex":"https://openalex.org/W4407247866","doi":"https://doi.org/10.1109/wpmc63271.2024.10863437"},"language":"en","primary_location":{"id":"doi:10.1109/wpmc63271.2024.10863437","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wpmc63271.2024.10863437","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC)","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/A5063242565","display_name":"Ramita Sahni","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ramita Sahni","raw_affiliation_strings":["Mata Sundri College for Women,Department of Mathematics,New Delhi,India,110002"],"affiliations":[{"raw_affiliation_string":"Mata Sundri College for Women,Department of Mathematics,New Delhi,India,110002","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076939583","display_name":"Ameen Ameen","orcid":null},"institutions":[{"id":"https://openalex.org/I90425906","display_name":"South Asian University","ror":"https://ror.org/02kjyst95","country_code":"IN","type":"education","lineage":["https://openalex.org/I90425906"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ameen","raw_affiliation_strings":["South Asian University,Department of Mathematics,New Delhi,India,110068"],"affiliations":[{"raw_affiliation_string":"South Asian University,Department of Mathematics,New Delhi,India,110068","institution_ids":["https://openalex.org/I90425906"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058453969","display_name":"Nidhi Nidhi","orcid":null},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nidhi","raw_affiliation_strings":["Bennett University,School of Computer Science and Engineering,Department of Computer Science,Greater Noida,India,201310"],"affiliations":[{"raw_affiliation_string":"Bennett University,School of Computer Science and Engineering,Department of Computer Science,Greater Noida,India,201310","institution_ids":["https://openalex.org/I3129773123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063242565"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8142,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8319011,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"04"},"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":0.9944000244140625,"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/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.954200029373169,"subfield":{"id":"https://openalex.org/subfields/2607","display_name":"Discrete Mathematics and Combinatorics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6956658363342285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6561233401298523},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5367864966392517},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35268521308898926},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3283761143684387},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.12181496620178223},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09099936485290527},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08879527449607849}],"concepts":[{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6956658363342285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6561233401298523},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5367864966392517},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35268521308898926},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3283761143684387},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.12181496620178223},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09099936485290527},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08879527449607849},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wpmc63271.2024.10863437","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wpmc63271.2024.10863437","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1992719092","https://openalex.org/W2021652147","https://openalex.org/W2049279961","https://openalex.org/W2089852843","https://openalex.org/W2091895243","https://openalex.org/W2263958071","https://openalex.org/W2499630943","https://openalex.org/W2771369995","https://openalex.org/W2809902178","https://openalex.org/W2810521160","https://openalex.org/W3095951510","https://openalex.org/W4226218927","https://openalex.org/W4240880983","https://openalex.org/W6693264812"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0,113],"today\u2019s":[1],"tech-centered":[2],"world,":[3],"where":[4],"innovation":[5],"is":[6,69,85,91],"the":[7,11,28,35,43,54,60,103,148,155,158],"key":[8],"tool":[9],"in":[10,18,49,59,77,82,143],"process":[12],"of":[13,30,98,119,131,136,151,157],"achieving":[14],"efficiency":[15,156],"and":[16,33,45,84,122],"accuracy":[17],"work.":[19],"Open":[20],"Source":[21],"Softwares":[22],"(OSS)":[23],"are":[24,108],"platforms":[25],"which":[26,56,90,107,139],"give":[27],"license":[29],"using,":[31],"studying":[32],"changing":[34],"code":[36,78,105],"to":[37,53,80,93,111,146],"everyone.":[38],"The":[39,74],"diverse":[40],"contributions":[41],"by":[42,72,101],"users":[44],"rapid":[46],"development":[47],"cycles":[48],"OSS":[50,61,68],"gives":[51],"rise":[52],"bugs":[55,100],"lie":[57],"dormant":[58],"thereby":[62],"decreasing":[63],"its":[64],"efficiency.":[65],"One":[66],"such":[67],"Bugzilla":[70],"maintained":[71],"Mozilla.":[73],"frequent":[75],"changes":[76],"leads":[79],"uncertainty":[81],"information":[83],"further":[86,141],"calculated":[87],"using":[88],"entropy":[89,121,124],"considered":[92],"be":[94],"a":[95,116],"reliable":[96],"indicator":[97],"potential":[99],"identifying":[102],"complex":[104],"areas":[106],"more":[109],"prone":[110],"bugs.":[112],"this":[114],"study,":[115],"thorough":[117],"overview":[118],"Tsallis":[120],"Havrda-Charvat":[123],"has":[125],"been":[126],"done":[127],"on":[128],"some":[129],"subcomponents":[130],"Mozilla":[132],"Firefox":[133],"for":[134,153],"maintenance":[135],"bug":[137],"repair":[138],"can":[140],"help":[142],"predicting":[144],"when":[145],"release":[147],"new":[149],"version":[150],"software":[152],"enhancing":[154],"same.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}