{"id":"https://openalex.org/W3134446066","doi":"https://doi.org/10.18420/se2021_16","title":"On the Feasibility of Automated Prediction of Bug and Non-Bug Issues","display_name":"On the Feasibility of Automated Prediction of Bug and Non-Bug Issues","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3134446066","doi":"https://doi.org/10.18420/se2021_16","mag":"3134446066"},"language":"en","primary_location":{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000125241","is_oa":true,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000125241","pdf_url":null,"source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical software engineering, 25 (6), 5333\u20135369","raw_type":"doc-type:article"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://publikationen.bibliothek.kit.edu/1000125241","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027032646","display_name":"Steffen Herbold","orcid":"https://orcid.org/0000-0001-9765-2803"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Herbold, Steffen","raw_affiliation_strings":["Institute AIFB, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institute AIFB, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089799382","display_name":"Alexander Trautsch","orcid":"https://orcid.org/0000-0001-5236-7953"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Trautsch, Alexander","raw_affiliation_strings":["Institute of Computer Science, University of Goettingen, Gottingen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Goettingen, Gottingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068855431","display_name":"Fabian Trautsch","orcid":"https://orcid.org/0000-0002-8374-9142"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Trautsch, Fabian","raw_affiliation_strings":["Institute of Computer Science, University of Goettingen, Gottingen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Goettingen, Gottingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027032646"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":0.2782,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70756815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9958000183105469,"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/T11675","display_name":"Open Source Software Innovations","score":0.9523000121116638,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.7198821306228638},{"id":"https://openalex.org/keywords/pointer","display_name":"Pointer (user interface)","score":0.6211823225021362},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5907835960388184},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.4913255274295807},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4838894307613373},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.4338875412940979},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3834514617919922},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37508103251457214},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3398783206939697},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.17858892679214478},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15018442273139954}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7198821306228638},{"id":"https://openalex.org/C150202949","wikidata":"https://www.wikidata.org/wiki/Q107602","display_name":"Pointer (user interface)","level":2,"score":0.6211823225021362},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5907835960388184},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.4913255274295807},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4838894307613373},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.4338875412940979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3834514617919922},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37508103251457214},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3398783206939697},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.17858892679214478},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15018442273139954}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000125241","is_oa":true,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000125241","pdf_url":null,"source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical software engineering, 25 (6), 5333\u20135369","raw_type":"doc-type:article"},{"id":"doi:10.48550/arxiv.2003.05357","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2003.05357","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.18420/se2021_16","is_oa":true,"landing_page_url":"https://doi.org/10.18420/se2021_16","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5445/ir/1000125241","is_oa":true,"landing_page_url":"https://doi.org/10.5445/ir/1000125241","pdf_url":null,"source":{"id":"https://openalex.org/S7407052948","display_name":"KITopen","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000125241","is_oa":true,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000125241","pdf_url":null,"source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical software engineering, 25 (6), 5333\u20135369","raw_type":"doc-type:article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7548216887","display_name":null,"funder_award_id":"402774445","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3086800606","https://openalex.org/W3010649351","https://openalex.org/W2508859125","https://openalex.org/W2770586575","https://openalex.org/W3208913301","https://openalex.org/W1971070436","https://openalex.org/W2121898351","https://openalex.org/W2046574031","https://openalex.org/W2793542457","https://openalex.org/W2228302846","https://openalex.org/W2130858451","https://openalex.org/W2898498885","https://openalex.org/W2914161001","https://openalex.org/W2979566992","https://openalex.org/W2943179835","https://openalex.org/W3014832129","https://openalex.org/W3096897402","https://openalex.org/W2156515608","https://openalex.org/W3105685827","https://openalex.org/W1558425096"],"abstract_inverted_index":{"Context":[0],"Issue":[1,206],"tracking":[2],"systems":[3],"are":[4,66,123,128,161],"used":[5],"to":[6,44,62,96,163],"track":[7],"and":[8,68,91],"describe":[9],"tasks":[10],"in":[11,101,158,181],"the":[12,28,36,39,46,50,53,60,89,94,99,107,144,148,167,177,192,199,215,229],"development":[13],"process,":[14],"e.g.,":[15,106],"requested":[16],"feature":[17],"improvements":[18,157],"or":[19,228],"reported":[20,29],"bugs.":[21,129],"However,":[22],"past":[23],"research":[24],"has":[25],"shown":[26],"that":[27,126,173],"issue":[30,56,95,195],"types":[31],"often":[32],"do":[33],"not":[34,137,188],"match":[35],"description":[37,92,115],"of":[38,49,52,55,93,179,183,194,201,224,231],"issue.":[40],"Objective":[41],"We":[42,84,171,190],"want":[43],"understand":[45],"overall":[47],"maturity":[48],"state":[51],"art":[54],"type":[57,196,207],"prediction":[58,159,197,208,230],"with":[59],"goal":[61],"predict":[63],"if":[64,70,214],"issues":[65,113,127,168,180,234],"bugs":[67],"evaluate":[69],"we":[71,110,169],"can":[72,209],"improve":[73],"existing":[74],"models":[75,87],"by":[76],"incorporating":[77],"manually":[78,111],"specified":[79],"knowledge":[80],"about":[81,166,176],"issues.":[82],"Method":[83],"train":[85],"different":[86,139],"for":[88,98,220],"title":[90],"account":[97],"difference":[100],"structure":[102],"between":[103],"these":[104,122],"fields,":[105],"length.":[108],"Moreover,":[109],"detect":[112],"whose":[114],"contains":[116],"a":[117,211,221],"null":[118,184],"pointer":[119,185],"exception,":[120],"as":[121,235],"strong":[124],"indicators":[125],"Results":[130],"Our":[131],"approach":[132,142],"performs":[133],"best":[134],"overall,":[135],"but":[136],"significantly":[138],"from":[140,143,151],"an":[141],"literature":[145],"based":[146],"on":[147],"fastText":[149],"classifier":[150],"Facebook":[152],"AI":[153],"Research.":[154],"The":[155],"small":[156],"performance":[160],"due":[162],"structural":[164],"information":[165,175],"used.":[170],"found":[172],"using":[174],"content":[178],"form":[182],"exceptions":[186],"is":[187,237],"useful.":[189],"demonstrate":[191],"usefulness":[193],"through":[198],"example":[200],"labelling":[202],"bugfixing":[203],"commits.":[204],"Conclusions":[205],"be":[210],"useful":[212],"tool":[213],"use":[216],"case":[217],"allows":[218],"either":[219],"certain":[222],"amount":[223],"missed":[225],"bug":[226,236],"reports":[227],"too":[232],"many":[233],"acceptable.":[238]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2021-03-15T00:00:00"}