{"id":"https://openalex.org/W2006879536","doi":"https://doi.org/10.1109/ic3.2013.6612223","title":"Performance evaluation of VSM and LSI models to determine bug reports similarity","display_name":"Performance evaluation of VSM and LSI models to determine bug reports similarity","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2006879536","doi":"https://doi.org/10.1109/ic3.2013.6612223","mag":"2006879536"},"language":"en","primary_location":{"id":"doi:10.1109/ic3.2013.6612223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3.2013.6612223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Sixth International Conference on Contemporary Computing (IC3)","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/A5032416744","display_name":"Indu Chawla","orcid":"https://orcid.org/0000-0002-5333-9185"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Indu Chawla","raw_affiliation_strings":["Department of Computer Science, Jaypee Institute of Information Technology, Noida, India","Dept. of Comput. Sci., Jaypee Inst. of Inf. Technol., Noida, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Jaypee Institute of Information Technology, Noida, India","institution_ids":["https://openalex.org/I154970844"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Jaypee Inst. of Inf. Technol., Noida, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032397117","display_name":"Sandeep Kumar Singh","orcid":"https://orcid.org/0000-0002-2781-8684"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep K Singh","raw_affiliation_strings":["Department of Computer Science, Jaypee Institute of Information Technology, Noida, India","Dept. of Comput. Sci., Jaypee Inst. of Inf. Technol., Noida, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Jaypee Institute of Information Technology, Noida, India","institution_ids":["https://openalex.org/I154970844"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Jaypee Inst. of Inf. Technol., Noida, India","institution_ids":["https://openalex.org/I154970844"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032416744"],"corresponding_institution_ids":["https://openalex.org/I154970844"],"apc_list":null,"apc_paid":null,"fwci":2.4269,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90750387,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"375","last_page":"380"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.996399998664856,"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":0.9950000047683716,"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/software-bug","display_name":"Software bug","score":0.7469481229782104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7241206169128418},{"id":"https://openalex.org/keywords/vector-space-model","display_name":"Vector space model","score":0.621122419834137},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.5524404048919678},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5496564507484436},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5157082676887512},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.49335113167762756},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4601614475250244},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.4368167519569397},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.43488243222236633},{"id":"https://openalex.org/keywords/software-regression","display_name":"Software regression","score":0.4198024272918701},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3823222815990448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22091805934906006},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19346371293067932},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.18859291076660156},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.15579718351364136}],"concepts":[{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.7469481229782104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7241206169128418},{"id":"https://openalex.org/C89686163","wikidata":"https://www.wikidata.org/wiki/Q1187982","display_name":"Vector space model","level":2,"score":0.621122419834137},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.5524404048919678},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5496564507484436},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5157082676887512},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.49335113167762756},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4601614475250244},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.4368167519569397},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.43488243222236633},{"id":"https://openalex.org/C191727507","wikidata":"https://www.wikidata.org/wiki/Q24346","display_name":"Software regression","level":5,"score":0.4198024272918701},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3823222815990448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22091805934906006},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19346371293067932},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.18859291076660156},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.15579718351364136},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3.2013.6612223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3.2013.6612223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Sixth International Conference on Contemporary Computing (IC3)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1234692112","https://openalex.org/W1793174126","https://openalex.org/W1984565341","https://openalex.org/W2018663431","https://openalex.org/W2117820354","https://openalex.org/W2125587588","https://openalex.org/W2131904442","https://openalex.org/W2137267962","https://openalex.org/W2147152072","https://openalex.org/W2165022036","https://openalex.org/W2167527590","https://openalex.org/W2181668215","https://openalex.org/W3151388396","https://openalex.org/W6638068453","https://openalex.org/W6685607041"],"related_works":["https://openalex.org/W3009111612","https://openalex.org/W2044225531","https://openalex.org/W2597543511","https://openalex.org/W3045036521","https://openalex.org/W2901462014","https://openalex.org/W3004570974","https://openalex.org/W2135303064","https://openalex.org/W2603381882","https://openalex.org/W2529044956","https://openalex.org/W2967225146"],"abstract_inverted_index":{"Bug":[0],"reports":[1,15,141],"of":[2,91,114,142],"open":[3],"source":[4],"software":[5,59],"systems":[6],"are":[7,41,49],"increasing":[8],"exponentially.":[9],"One":[10],"reason":[11],"for":[12,130],"growing":[13],"bug":[14,18,24,29,110,132,140],"is":[16],"that":[17,151],"reporters":[19],"do":[20],"not":[21],"browse":[22],"the":[23,57,67,79,123],"repository":[25],"before":[26],"submitting":[27],"a":[28],"report.":[30],"There":[31],"may":[32,54],"be":[33,73],"some":[34],"similar":[35,43,51,70,109],"bugs":[36,71],"already":[37],"reported:":[38],"one,":[39],"which":[40,48],"exactly":[42],"or":[44,61],"duplicate":[45],"and":[46,77,88,101],"other,":[47],"semantically":[50],"means":[52],"they":[53],"belong":[55],"to":[56,160],"same":[58],"component":[60],"files.":[62],"The":[63,112],"information":[64,93],"contained":[65],"in":[66,75,106,155,158],"previously":[68],"reported":[69,81],"can":[72],"helpful":[74],"fixing":[76],"resolving":[78],"newly":[80],"bugs.":[82],"In":[83],"this":[84],"paper,":[85],"we":[86],"applied":[87],"compared":[89],"performance":[90,113],"two":[92,116],"retrieval":[94],"(IR)":[95],"models:":[96],"Vector":[97],"Space":[98],"Model":[99],"(VSM)":[100],"Latent":[102],"Semantic":[103],"Indexing":[104],"(LSI),":[105],"extracting":[107],"existing":[108],"reports.":[111,133],"these":[115],"models":[117],"have":[118,135],"been":[119,136],"evaluated":[120],"based":[121],"on":[122,138],"Top":[124],"Ten":[125],"results":[126],"retrieved":[127],"by":[128],"them":[129],"relevant":[131],"Experiments":[134],"conducted":[137],"106":[139],"three":[143],"components":[144],"from":[145],"Google":[146],"chrome,":[147],"browser.":[148],"Result":[149],"shows":[150],"LSI":[152],"performs":[153],"better":[154],"most":[156],"cases":[157],"comparison":[159],"VSM.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
