{"id":"https://openalex.org/W2081771230","doi":"https://doi.org/10.1145/2693208.2693222","title":"Comparing Incremental Latent Semantic Analysis Algorithms for Efficient Retrieval from Software Libraries for Bug Localization","display_name":"Comparing Incremental Latent Semantic Analysis Algorithms for Efficient Retrieval from Software Libraries for Bug Localization","publication_year":2015,"publication_date":"2015-02-06","ids":{"openalex":"https://openalex.org/W2081771230","doi":"https://doi.org/10.1145/2693208.2693222","mag":"2081771230"},"language":"en","primary_location":{"id":"doi:10.1145/2693208.2693222","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2693208.2693222","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-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/A5025160456","display_name":"Shivani Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shivani Rao","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045290448","display_name":"Henry Medeiros","orcid":"https://orcid.org/0000-0002-7704-5587"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henry Medeiros","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110382122","display_name":"Avinash C. Kak","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Avinash Kak","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025160456"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":4.9453,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.95220158,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"40","issue":"1","first_page":"1","last_page":"8"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8241504430770874},{"id":"https://openalex.org/keywords/aspectj","display_name":"AspectJ","score":0.6044996976852417},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6025453805923462},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6014890670776367},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.564170241355896},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.4599629342556},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21068966388702393},{"id":"https://openalex.org/keywords/aspect-oriented-programming","display_name":"Aspect-oriented programming","score":0.12060612440109253}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8241504430770874},{"id":"https://openalex.org/C2781009160","wikidata":"https://www.wikidata.org/wiki/Q735604","display_name":"AspectJ","level":4,"score":0.6044996976852417},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6025453805923462},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6014890670776367},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.564170241355896},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.4599629342556},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21068966388702393},{"id":"https://openalex.org/C60051680","wikidata":"https://www.wikidata.org/wiki/Q30267","display_name":"Aspect-oriented programming","level":3,"score":0.12060612440109253}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2693208.2693222","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2693208.2693222","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.432.291","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.432.291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://engineering.purdue.edu/RVL/Publications/softMine_camera.v5.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W81409973","https://openalex.org/W203340819","https://openalex.org/W1532325895","https://openalex.org/W1568824873","https://openalex.org/W1981745143","https://openalex.org/W1981829374","https://openalex.org/W2004247102","https://openalex.org/W2004258507","https://openalex.org/W2074756834","https://openalex.org/W2087411765","https://openalex.org/W2089759055","https://openalex.org/W2100739938","https://openalex.org/W2109144580","https://openalex.org/W2110220994","https://openalex.org/W2111643214","https://openalex.org/W2115941721","https://openalex.org/W2116737258","https://openalex.org/W2117756735","https://openalex.org/W2129476175","https://openalex.org/W2135541598","https://openalex.org/W2135866290","https://openalex.org/W2148567840","https://openalex.org/W2154249783","https://openalex.org/W2163665793","https://openalex.org/W2163960678","https://openalex.org/W2164233915","https://openalex.org/W2165363894","https://openalex.org/W2539187648","https://openalex.org/W4243958534","https://openalex.org/W4251218026","https://openalex.org/W4254373586"],"related_works":["https://openalex.org/W1482647442","https://openalex.org/W4246472987","https://openalex.org/W2110520096","https://openalex.org/W2019468810","https://openalex.org/W4256274801","https://openalex.org/W2001477478","https://openalex.org/W108504815","https://openalex.org/W1979668004","https://openalex.org/W2079777989","https://openalex.org/W2993899353"],"abstract_inverted_index":{"The":[0,133],"problem":[1],"of":[2,27,48,65,102,147,150],"bug":[3,14,41,75],"localization":[4],"is":[5,36],"to":[6,12,74,86,97,125],"identify":[7],"the":[8,28,43,49,54,62,69,77,99,103,110,126,130],"source":[9,29],"files":[10,30],"related":[11],"a":[13,16,33,40,87],"in":[15,51,137],"software":[17,66,154],"repository.":[18,88],"Information":[19],"Retrieval":[20],"(IR)":[21],"based":[22,72],"approaches":[23,56,73],"create":[24],"an":[25,94],"index":[26],"and":[31,129,152],"learn":[32],"model":[34,78,100,108],"which":[35],"then":[37],"queried":[38],"with":[39,123],"for":[42,83,121],"relevant":[44],"files.":[45],"In":[46,89],"spite":[47],"advances":[50],"these":[52],"tools,":[53],"current":[55],"do":[57],"not":[58],"take":[59],"into":[60],"consideration":[61],"dynamic":[63],"nature":[64],"repositories.":[67],"With":[68],"traditional":[70],"IR":[71],"localization,":[76],"parameters":[79,101],"must":[80],"be":[81],"recalculated":[82],"each":[84],"change":[85],"contrast,":[90],"this":[91],"paper":[92],"presents":[93],"incremental":[95,117],"framework":[96],"update":[98,119],"Latent":[104],"Semantic":[105],"Analysis":[106],"(LSA)":[107],"as":[109],"data":[111],"evolves.":[112],"We":[113],"compare":[114],"two":[115],"state-of-the-art":[116],"SVD":[118],"techniques":[120],"LSA":[122],"respect":[124],"retrieval":[127],"accuracy":[128],"time":[131],"performance.":[132],"dataset":[134],"we":[135],"used":[136],"our":[138],"validation":[139],"experiments":[140],"was":[141],"created":[142],"from":[143],"mining":[144],"10":[145],"years":[146],"version":[148],"history":[149],"AspectJ":[151],"JodaTime":[153],"libraries.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}