{"id":"https://openalex.org/W3158733197","doi":"https://doi.org/10.1145/3452383.3452386","title":"Automating Key Phrase Extraction from Fault Logs to Support Post-Inspection Repair of Software Requirements","display_name":"Automating Key Phrase Extraction from Fault Logs to Support Post-Inspection Repair of Software Requirements","publication_year":2021,"publication_date":"2021-02-25","ids":{"openalex":"https://openalex.org/W3158733197","doi":"https://doi.org/10.1145/3452383.3452386","mag":"3158733197"},"language":"en","primary_location":{"id":"doi:10.1145/3452383.3452386","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3452383.3452386","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th Innovations in Software Engineering Conference (formerly known as India Software Engineering Conference)","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/A5086900671","display_name":"Maninder Singh","orcid":"https://orcid.org/0000-0001-8489-8759"},"institutions":[{"id":"https://openalex.org/I173963315","display_name":"St. Cloud State University","ror":"https://ror.org/016czhx14","country_code":"US","type":"education","lineage":["https://openalex.org/I173963315","https://openalex.org/I91221267"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maninder Singh","raw_affiliation_strings":["St. Cloud State University, USA"],"affiliations":[{"raw_affiliation_string":"St. Cloud State University, USA","institution_ids":["https://openalex.org/I173963315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004483487","display_name":"Gursimran Walia","orcid":"https://orcid.org/0000-0002-4029-6227"},"institutions":[{"id":"https://openalex.org/I39815113","display_name":"Georgia Southern University","ror":"https://ror.org/04agmb972","country_code":"US","type":"education","lineage":["https://openalex.org/I39815113"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gursimran Walia","raw_affiliation_strings":["Georgia Southern University, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Southern University, USA","institution_ids":["https://openalex.org/I39815113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086900671"],"corresponding_institution_ids":["https://openalex.org/I173963315"],"apc_list":null,"apc_paid":null,"fwci":1.3771,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84609723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"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":0.9957000017166138,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9797999858856201,"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":0.6564152836799622},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5431197881698608},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.5403087735176086},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5133949518203735},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.49371132254600525},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.45423999428749084},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.41666847467422485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4120490550994873},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40011605620384216},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.36686480045318604},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08178424835205078}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6564152836799622},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5431197881698608},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.5403087735176086},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5133949518203735},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.49371132254600525},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.45423999428749084},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.41666847467422485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4120490550994873},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40011605620384216},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36686480045318604},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08178424835205078},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3452383.3452386","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3452383.3452386","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th Innovations in Software Engineering Conference (formerly known as India Software Engineering Conference)","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":42,"referenced_works":["https://openalex.org/W1544820561","https://openalex.org/W1971704315","https://openalex.org/W1978721560","https://openalex.org/W1983873791","https://openalex.org/W1984808442","https://openalex.org/W2013666239","https://openalex.org/W2022698440","https://openalex.org/W2025153046","https://openalex.org/W2038396509","https://openalex.org/W2074975950","https://openalex.org/W2112237519","https://openalex.org/W2126259958","https://openalex.org/W2129557600","https://openalex.org/W2129650357","https://openalex.org/W2141233457","https://openalex.org/W2156833313","https://openalex.org/W2164936599","https://openalex.org/W2169606435","https://openalex.org/W2177607365","https://openalex.org/W2250240865","https://openalex.org/W2251295945","https://openalex.org/W2295517793","https://openalex.org/W2308859608","https://openalex.org/W2426031434","https://openalex.org/W2523595218","https://openalex.org/W2558786277","https://openalex.org/W2565877099","https://openalex.org/W2567170365","https://openalex.org/W2597457673","https://openalex.org/W2789849497","https://openalex.org/W2790106894","https://openalex.org/W2790109590","https://openalex.org/W2792027251","https://openalex.org/W2792059528","https://openalex.org/W2890179025","https://openalex.org/W2901090166","https://openalex.org/W2997746757","https://openalex.org/W3120985798","https://openalex.org/W3149584389","https://openalex.org/W4297805475","https://openalex.org/W6764688901","https://openalex.org/W7015831105"],"related_works":["https://openalex.org/W2039546652","https://openalex.org/W2012262991","https://openalex.org/W2373794620","https://openalex.org/W2357294589","https://openalex.org/W2386861027","https://openalex.org/W2060629350","https://openalex.org/W2349302580","https://openalex.org/W2390154576","https://openalex.org/W2916983164","https://openalex.org/W2356613672"],"abstract_inverted_index":{"This":[0,39],"research":[1,40],"paper":[2],"aims":[3],"at":[4,109],"developing":[5],"an":[6,43,90,105,119],"automated":[7,44,64,154],"approach":[8,45,65,134,158],"to":[9,21,26,35,89,96,139,162],"identify":[10],"fault":[11,24,58,84,126],"prone":[12],"requirements":[13],"in":[14,125,141],"a":[15],"software":[16],"requirement":[17],"specification":[18],"(SRS)":[19],"document":[20,92,122],"mitigate":[22],"the":[23,30,49,143,160,170],"propagation":[25],"later":[27],"phases":[28],"where":[29],"same":[31],"faults":[32],"are":[33],"harder":[34],"find":[36],"and":[37,76,86,156,166],"fix.":[38],"work":[41],"proposes":[42],"(i.e.,":[46,54],"KESRI)":[47],"for":[48],"identification":[50],"of":[51,137],"\u201cproblematic":[52],"areas\u201d":[53],"faulty":[55,98],"requirements)":[56],"from":[57,83],"logs":[59,85],"generated":[60],"during":[61,169],"inspections.":[62],"Our":[63],"uses":[66],"machine":[67],"learning-based":[68],"key":[69,81,145],"phrase":[70],"extraction":[71],"(KPE)":[72],"algorithms":[73],"(both":[74],"supervised":[75,148],"unsupervised)":[77],"that":[78,123],"can":[79],"extract":[80],"phrases":[82,146],"map":[87],"them":[88],"SRS":[91,121],"(using":[93],"semantic":[94],"analysis)":[95],"locate":[97],"requirements.":[99],"To":[100],"validate":[101],"our":[102,133,153],"proposed":[103],"approach,":[104],"inspection":[106],"study":[107],"conducted":[108],"North":[110],"Dakota":[111],"State":[112],"University":[113],"(NDSU)":[114],"with":[115],"41":[116],"inspectors":[117],"using":[118,147],"industrial-strength":[120],"resulted":[124],"logs.":[127],"When":[128],"compared":[129],"against":[130],"human":[131],"experts,":[132],"achieved":[135],"F-measure":[136],"up":[138],"83%":[140],"extracting":[142],"relevant":[144],"KPE":[149,155],"algorithms.":[150],"In":[151],"conclusion,":[152],"mapping":[157],"has":[159],"potential":[161],"reduce":[163],"manual":[164],"overhead":[165],"assist":[167],"authors":[168],"fault-fixation":[171],"post-inspection.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
