{"id":"https://openalex.org/W2743956208","doi":"https://doi.org/10.18293/seke2017-073","title":"Exploring the Influence of Feature Selection Techniques on Bug Report Prioritization","display_name":"Exploring the Influence of Feature Selection Techniques on Bug Report Prioritization","publication_year":2017,"publication_date":"2017-07-05","ids":{"openalex":"https://openalex.org/W2743956208","doi":"https://doi.org/10.18293/seke2017-073","mag":"2743956208"},"language":"en","primary_location":{"id":"doi:10.18293/seke2017-073","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2017-073","pdf_url":"https://doi.org/10.18293/seke2017-073","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2017-073","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101859955","display_name":"Yabin Wang","orcid":"https://orcid.org/0000-0003-2931-572X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yabin Wang","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027259486","display_name":"Tieke He","orcid":"https://orcid.org/0000-0001-9649-1796"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tieke He","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100692906","display_name":"Weiqiang Zhang","orcid":"https://orcid.org/0000-0003-4703-0824"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqiang Zhang","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075174750","display_name":"Chunrong Fang","orcid":"https://orcid.org/0000-0002-9930-7111"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunrong Fang","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100372676","display_name":"Bin Luo","orcid":"https://orcid.org/0000-0001-5948-5055"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Luo","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100372676"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2017","issue":null,"first_page":"179","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9933000206947327,"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":0.9933000206947327,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9829000234603882,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9812999963760376,"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/prioritization","display_name":"Prioritization","score":0.7750211954116821},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6804134249687195},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6501501798629761},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6251623630523682},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5361082553863525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35257458686828613},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19235289096832275},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.06814029812812805}],"concepts":[{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.7750211954116821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6804134249687195},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6501501798629761},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6251623630523682},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5361082553863525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35257458686828613},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19235289096832275},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.06814029812812805},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2017-073","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2017-073","pdf_url":"https://doi.org/10.18293/seke2017-073","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2017-073","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2017-073","pdf_url":"https://doi.org/10.18293/seke2017-073","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2743956208.pdf","grobid_xml":"https://content.openalex.org/works/W2743956208.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1912598576","https://openalex.org/W1922017469","https://openalex.org/W1965709710","https://openalex.org/W1995012521","https://openalex.org/W1998916198","https://openalex.org/W2019180375","https://openalex.org/W2056168656","https://openalex.org/W2058591750","https://openalex.org/W2068119731","https://openalex.org/W2102193394","https://openalex.org/W2132994900","https://openalex.org/W2149656257","https://openalex.org/W2149772057","https://openalex.org/W2153216417","https://openalex.org/W2167101736","https://openalex.org/W2210387432","https://openalex.org/W2271003165","https://openalex.org/W2466023328","https://openalex.org/W2510996039","https://openalex.org/W2621320037","https://openalex.org/W4244945045","https://openalex.org/W6649125518","https://openalex.org/W6675086181"],"related_works":["https://openalex.org/W2506292322","https://openalex.org/W4283209547","https://openalex.org/W4367627632","https://openalex.org/W2184980933","https://openalex.org/W653452717","https://openalex.org/W2554445088","https://openalex.org/W2335661150","https://openalex.org/W1595456161","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"To":[0],"improve":[1,83,108],"software":[2],"quality,":[3],"developers":[4],"often":[5],"open":[6],"a":[7,37],"bug":[8,22,26,41,59,87,114],"repository":[9],"and":[10,24,104,111,122],"allow":[11],"users":[12],"to":[13,28,39,65,82],"find":[14],"bugs,":[15],"describe":[16],"bugs":[17],"in":[18],"the":[19,29,33,44,46,55,71,84,109],"form":[20],"of":[21,48,58,86],"reports":[23,27],"submit":[25],"repository.":[30],"Based":[31],"on":[32,101,117],"description,":[34],"testers":[35],"assign":[36,66],"priority":[38,49],"each":[40],"report.":[42],"In":[43,74],"beginning":[45],"process":[47],"assignment":[50],"is":[51],"performed":[52],"manually.":[53],"With":[54],"increasing":[56],"amount":[57],"reports,":[60],"researchers":[61],"introduced":[62,81],"classification":[63,91],"methods":[64,79],"priorities":[67],"automatically":[68],"with":[69],"all":[70],"features":[72],"considered.":[73],"this":[75],"paper":[76],"feature":[77,98],"selection":[78,99],"are":[80],"effect":[85],"report":[88,115],"prioritization":[89,116],"using":[90],"models.":[92],"The":[93],"experimental":[94],"results":[95],"show":[96],"that":[97],"based":[100],"Information":[102],"Gain":[103],"Pearson":[105],"Correlation":[106],"can":[107],"precision":[110],"recall":[112],"for":[113],"two":[118],"models,":[119],"i.e.,":[120],"SVM":[121],"Naive":[123],"Bayes.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
