{"id":"https://openalex.org/W3162455809","doi":"https://doi.org/10.1145/3409334.3452043","title":"Automated mapping of fault logs to SRS requirements using key-phrase extraction","display_name":"Automated mapping of fault logs to SRS requirements using key-phrase extraction","publication_year":2021,"publication_date":"2021-04-15","ids":{"openalex":"https://openalex.org/W3162455809","doi":"https://doi.org/10.1145/3409334.3452043","mag":"3162455809"},"language":"en","primary_location":{"id":"doi:10.1145/3409334.3452043","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3409334.3452043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 ACM Southeast 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"],"affiliations":[{"raw_affiliation_string":"St. Cloud State University","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 S. Walia","raw_affiliation_strings":["Georgia Southern University"],"affiliations":[{"raw_affiliation_string":"Georgia Southern University","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":0.136,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5219746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"138","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9966999888420105,"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/T10260","display_name":"Software Engineering Research","score":0.9948999881744385,"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/computer-science","display_name":"Computer science","score":0.7281970977783203},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6852567195892334},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.5804637670516968},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4910411834716797},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.469882994890213},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3352881669998169},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3244473338127136},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.2794955372810364},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10876452922821045},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07202768325805664}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7281970977783203},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6852567195892334},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.5804637670516968},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4910411834716797},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.469882994890213},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3352881669998169},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3244473338127136},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2794955372810364},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10876452922821045},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07202768325805664},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3409334.3452043","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3409334.3452043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 ACM Southeast Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W631140850","https://openalex.org/W1495061682","https://openalex.org/W1743243001","https://openalex.org/W1774848501","https://openalex.org/W1880262756","https://openalex.org/W1978721560","https://openalex.org/W2060772621","https://openalex.org/W2105452173","https://openalex.org/W2112237519","https://openalex.org/W2140190241","https://openalex.org/W2140264852","https://openalex.org/W2156833313","https://openalex.org/W2157765050","https://openalex.org/W2168939622","https://openalex.org/W2558786277","https://openalex.org/W2565877099","https://openalex.org/W2790106894","https://openalex.org/W2792027251","https://openalex.org/W2890179025","https://openalex.org/W2911988977","https://openalex.org/W3158733197","https://openalex.org/W4236456746"],"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":{"Software":[0],"requirement":[1],"specification":[2],"(SRS)":[3],"document":[4,57,121],"contains":[5],"faults":[6,18,147,155],"due":[7],"to":[8,32,71,75,102,113,122,145,148,156,195],"the":[9,33,55,100,152,177,181],"inherent":[10],"ambiguous":[11],"nature":[12],"of":[13,48,54,115,131,154],"natural":[14],"language":[15],"(NL).":[16],"These":[17],"are":[19,29],"identified":[20],"and":[21,28,45,74,87,94,108,142,172,189],"reported":[22],"(using":[23],"fault":[24,59,69,85,201],"logs)":[25],"through":[26],"inspections":[27],"handed":[30],"back":[31,112],"requirements":[34,73,117,124,157],"author":[35],"for":[36],"fixations.":[37,60,202],"This":[38],"process":[39],"is":[40,50,64],"very":[41],"manual,":[42],"time":[43,93],"consuming":[44],"a":[46,128,192],"lot":[47],"efforts":[49],"spent":[51],"on":[52],"re-inspection":[53,92],"SRS":[56,120],"while":[58],"An":[61],"automated":[62,80],"approach":[63,81,98,134,160],"needed":[65],"that":[66,125],"can":[67,88],"map":[68,146],"logs":[70],"faulty":[72],"other":[76],"similar":[77,116,129],"requirements.":[78,149],"The":[79],"could":[82],"enable":[83],"large":[84,193],"coverage":[86],"reduce":[89],"significant":[90],"manual":[91],"efforts.":[95],"Our":[96,133,184],"proposed":[97],"extracts":[99],"key-phrases":[101],"identify":[103],"key":[104],"problems":[105],"from":[106],"fault-logs,":[107],"then":[109],"maps":[110],"them":[111],"group":[114],"in":[118,158],"an":[119],"inspect":[123],"may":[126],"contain":[127],"types":[130],"faults.":[132],"uses":[135],"key-phrase":[136],"extraction":[137],"algorithms,":[138],"semantic":[139,165],"analysis":[140,166],"models":[141,167],"clustering":[143],"approaches":[144],"We":[150],"evaluated":[151],"mapping":[153],"our":[159],"using":[161],"two":[162],"widely":[163],"used":[164],"(i.e.,":[168],"Latent":[169,173],"Semantic":[170],"Analysis":[171],"Dirichlet":[174],"Allocation)":[175],"with":[176],"evaluation":[178],"performed":[179],"by":[180],"domain":[182],"expert.":[183],"results":[185],"have":[186,190],"been":[187],"promising":[188],"showed":[191],"potential":[194],"support":[196],"additional":[197],"decision":[198],"making":[199],"during":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
