{"id":"https://openalex.org/W2127898555","doi":"https://doi.org/10.1109/msr.2009.5069486","title":"Mining the coherence of GNOME bug reports with statistical topic models","display_name":"Mining the coherence of GNOME bug reports with statistical topic models","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2127898555","doi":"https://doi.org/10.1109/msr.2009.5069486","mag":"2127898555"},"language":"en","primary_location":{"id":"doi:10.1109/msr.2009.5069486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msr.2009.5069486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 6th IEEE International Working Conference on Mining Software Repositories","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/A5059418584","display_name":"Erik Linstead","orcid":"https://orcid.org/0000-0003-0174-7002"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik Linstead","raw_affiliation_strings":["Department of Computer Science, University of California, San Diego, Irvine, USA","Department of Computer Science, University of California, Irvine, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, San Diego, Irvine, USA","institution_ids":["https://openalex.org/I204250578","https://openalex.org/I36258959"]},{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, USA#TAB#","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088813478","display_name":"Pierre Baldi","orcid":"https://orcid.org/0000-0001-8752-4664"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pierre Baldi","raw_affiliation_strings":["Department of Computer Science, University of California, San Diego, Irvine, USA","Department of Computer Science, University of California, Irvine, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, San Diego, Irvine, USA","institution_ids":["https://openalex.org/I204250578","https://openalex.org/I36258959"]},{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, USA#TAB#","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.6586,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.95394584,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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":0.993399977684021,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9909999966621399,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.8567198514938354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8152130842208862},{"id":"https://openalex.org/keywords/snapshot","display_name":"Snapshot (computer storage)","score":0.7285880446434021},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.5993726849555969},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5813244581222534},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5011744499206543},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4740932881832123},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.45314913988113403},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.41628187894821167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3264196813106537},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.27183836698532104},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11848506331443787},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09781849384307861},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08763077855110168}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.8567198514938354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8152130842208862},{"id":"https://openalex.org/C55282118","wikidata":"https://www.wikidata.org/wiki/Q252683","display_name":"Snapshot (computer storage)","level":2,"score":0.7285880446434021},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.5993726849555969},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5813244581222534},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5011744499206543},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4740932881832123},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.45314913988113403},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.41628187894821167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3264196813106537},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.27183836698532104},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11848506331443787},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09781849384307861},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08763077855110168}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/msr.2009.5069486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msr.2009.5069486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 6th IEEE International Working Conference on Mining Software Repositories","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1880262756","https://openalex.org/W1991945471","https://openalex.org/W2100406974","https://openalex.org/W2127577307","https://openalex.org/W2139410856","https://openalex.org/W2160517961","https://openalex.org/W2170798317","https://openalex.org/W6684987258"],"related_works":["https://openalex.org/W2769501189","https://openalex.org/W4315588616","https://openalex.org/W4312773271","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W3005513013","https://openalex.org/W2207653751","https://openalex.org/W3159709618","https://openalex.org/W2611137333","https://openalex.org/W4389543811"],"abstract_inverted_index":{"We":[0,22],"adapt":[1],"latent":[2],"Dirichlet":[3],"allocation":[4],"to":[5,14,27,46],"the":[6,31],"problem":[7],"of":[8,20,30,36],"mining":[9,64],"bug":[10,38,68],"reports":[11,39],"in":[12,60],"order":[13],"define":[15],"a":[16,28],"new":[17],"information-theoretic":[18],"measure":[19],"coherence.":[21],"then":[23],"apply":[24],"our":[25,55,76],"technique":[26],"snapshot":[29],"GNOME":[32],"Bugzilla":[33],"database":[34],"consisting":[35],"431,863":[37],"for":[40,51,66],"multiple":[41],"software":[42],"projects.":[43],"In":[44],"addition":[45],"providing":[47],"an":[48],"unsupervised":[49],"means":[50],"modeling":[52],"report":[53,69],"content,":[54],"results":[56,72],"indicate":[57],"substantial":[58],"promise":[59],"applying":[61],"statistical":[62],"text":[63],"algorithms":[65],"estimating":[67],"quality.":[70],"Complete":[71],"are":[73],"available":[74],"from":[75],"supplementary":[77],"materials":[78],"Web":[79],"site":[80],"at":[81],"http://sourcerer.ics.uci.edu/msr2009/gnome_coherence.html.":[82]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
