{"id":"https://openalex.org/W2979682917","doi":"https://doi.org/10.1145/3357419.3357424","title":"Automated Classification of Software Bug Reports","display_name":"Automated Classification of Software Bug Reports","publication_year":2019,"publication_date":"2019-08-23","ids":{"openalex":"https://openalex.org/W2979682917","doi":"https://doi.org/10.1145/3357419.3357424","mag":"2979682917"},"language":"en","primary_location":{"id":"doi:10.1145/3357419.3357424","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3357419.3357424","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Information Communication and Management","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/A5079273230","display_name":"Ahmed Fawzi Otoom","orcid":"https://orcid.org/0000-0001-7751-6679"},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Ahmed Fawzi Otoom","raw_affiliation_strings":["Department of Software Engineering The Hashemite University, Zarqa, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering The Hashemite University, Zarqa, Jordan","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024948130","display_name":"Sara Al-jdaeh","orcid":null},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Sara Al-jdaeh","raw_affiliation_strings":["Department of Software Engineering The Hashemite University, Zarqa, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering The Hashemite University, Zarqa, Jordan","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103556746","display_name":"Maen Hammad","orcid":null},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Maen Hammad","raw_affiliation_strings":["Department of Software Engineering The Hashemite University, Zarqa, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering The Hashemite University, Zarqa, Jordan","institution_ids":["https://openalex.org/I157392197"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079273230"],"corresponding_institution_ids":["https://openalex.org/I157392197"],"apc_list":null,"apc_paid":null,"fwci":3.7306,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94193867,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9945999979972839,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7415075302124023},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6363277435302734},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.6211183667182922},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5889149904251099},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.571434736251831},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5523449182510376},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5326288342475891},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.5044831037521362},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4790852665901184},{"id":"https://openalex.org/keywords/software-regression","display_name":"Software regression","score":0.4748154878616333},{"id":"https://openalex.org/keywords/one-class-classification","display_name":"One-class classification","score":0.43343597650527954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41783764958381653},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37144407629966736},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33953842520713806},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.21596276760101318},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.1909051239490509},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06257885694503784}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7415075302124023},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6363277435302734},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.6211183667182922},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5889149904251099},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.571434736251831},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5523449182510376},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5326288342475891},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.5044831037521362},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4790852665901184},{"id":"https://openalex.org/C191727507","wikidata":"https://www.wikidata.org/wiki/Q24346","display_name":"Software regression","level":5,"score":0.4748154878616333},{"id":"https://openalex.org/C34872919","wikidata":"https://www.wikidata.org/wiki/Q7092302","display_name":"One-class classification","level":3,"score":0.43343597650527954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41783764958381653},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37144407629966736},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33953842520713806},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.21596276760101318},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.1909051239490509},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06257885694503784},{"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:10.1145/3357419.3357424","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3357419.3357424","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Information Communication and Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1985266020","https://openalex.org/W2032348489","https://openalex.org/W2067233232","https://openalex.org/W2088563853","https://openalex.org/W2146335723","https://openalex.org/W2146648240","https://openalex.org/W2165401136","https://openalex.org/W2296444013","https://openalex.org/W2400661890","https://openalex.org/W2738866524","https://openalex.org/W2764012260","https://openalex.org/W6670217765"],"related_works":["https://openalex.org/W3009111612","https://openalex.org/W2044225531","https://openalex.org/W2597543511","https://openalex.org/W2901462014","https://openalex.org/W3045036521","https://openalex.org/W3004570974","https://openalex.org/W2135303064","https://openalex.org/W3185667871","https://openalex.org/W2603381882","https://openalex.org/W2529044956"],"abstract_inverted_index":{"We":[0],"target":[1],"the":[2,68,94],"problem":[3],"of":[4,20,70,83,93,111],"software":[5],"bug":[6,24,46],"reports":[7,25,47],"classification.":[8],"Our":[9],"main":[10],"aim":[11],"is":[12,18,65,77],"to":[13,42],"build":[14],"a":[15,60,81,88],"classifier":[16],"that":[17,64],"capable":[19],"classifying":[21],"newly":[22],"incoming":[23],"into":[26,80],"two":[27],"predefined":[28],"classes:":[29],"corrective":[30],"(defect":[31],"fixing)":[32],"report":[33],"and":[34,48],"perfective":[35],"(major":[36],"maintenance)":[37],"report.":[38],"This":[39],"helps":[40],"maintainers":[41],"quickly":[43],"understand":[44],"these":[45],"hence,":[49],"allocate":[50],"resources":[51],"for":[52,86],"each":[53],"category.":[54],"For":[55],"this":[56],"purpose,":[57],"we":[58],"propose":[59],"distinctive":[61],"feature":[62,75,96],"set":[63,76,97],"based":[66],"on":[67,113],"occurrences":[69],"certain":[71],"keywords.":[72],"The":[73,91],"proposed":[74,95],"then":[78],"fed":[79],"number":[82],"classification":[84,89,102,105],"algorithms":[85],"building":[87],"model.":[90],"results":[92],"achieved":[98],"high":[99],"accuracy":[100,110],"in":[101],"with":[103],"SVM":[104],"algorithm":[106],"reporting":[107],"an":[108],"average":[109],"(93.1%)":[112],"three":[114],"different":[115],"open":[116],"source":[117],"projects.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}