{"id":"https://openalex.org/W4391979602","doi":"https://doi.org/10.1145/3641399.3641412","title":"An Approach for Providing Recommendation for Requirements Non-Conformant with Requirement Templates (RTs)","display_name":"An Approach for Providing Recommendation for Requirements Non-Conformant with Requirement Templates (RTs)","publication_year":2024,"publication_date":"2024-02-20","ids":{"openalex":"https://openalex.org/W4391979602","doi":"https://doi.org/10.1145/3641399.3641412"},"language":"en","primary_location":{"id":"doi:10.1145/3641399.3641412","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641399.3641412","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Innovations in 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/A5092958572","display_name":"Shivani Balwani","orcid":"https://orcid.org/0009-0009-2045-4521"},"institutions":[{"id":"https://openalex.org/I98389781","display_name":"Dhirubhai Ambani Institute of Information and Communication Technology","ror":"https://ror.org/02d5b7g69","country_code":"IN","type":"education","lineage":["https://openalex.org/I98389781"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shivani Balwani","raw_affiliation_strings":["Software Engineering Research Lab, DA-IICT, India"],"raw_orcid":"https://orcid.org/0009-0009-2045-4521","affiliations":[{"raw_affiliation_string":"Software Engineering Research Lab, DA-IICT, India","institution_ids":["https://openalex.org/I98389781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051387047","display_name":"Saurabh Tiwari","orcid":"https://orcid.org/0000-0002-2741-3150"},"institutions":[{"id":"https://openalex.org/I98389781","display_name":"Dhirubhai Ambani Institute of Information and Communication Technology","ror":"https://ror.org/02d5b7g69","country_code":"IN","type":"education","lineage":["https://openalex.org/I98389781"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saurabh Tiwari","raw_affiliation_strings":["Software Engineering Research Lab, DA-IICT, India"],"raw_orcid":"https://orcid.org/0000-0002-2741-3150","affiliations":[{"raw_affiliation_string":"Software Engineering Research Lab, DA-IICT, India","institution_ids":["https://openalex.org/I98389781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017847295","display_name":"Sourish Dasgupta","orcid":"https://orcid.org/0000-0003-0507-6824"},"institutions":[{"id":"https://openalex.org/I98389781","display_name":"Dhirubhai Ambani Institute of Information and Communication Technology","ror":"https://ror.org/02d5b7g69","country_code":"IN","type":"education","lineage":["https://openalex.org/I98389781"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sourish Dasgupta","raw_affiliation_strings":["Knowledge Discovery Lab, DA-IICT, India"],"raw_orcid":"https://orcid.org/0000-0003-0507-6824","affiliations":[{"raw_affiliation_string":"Knowledge Discovery Lab, DA-IICT, India","institution_ids":["https://openalex.org/I98389781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025662792","display_name":"Akhilesh Sharma","orcid":"https://orcid.org/0009-0004-4684-1873"},"institutions":[{"id":"https://openalex.org/I1289461252","display_name":"Indian Space Research Organisation","ror":"https://ror.org/00cwrns71","country_code":"IN","type":"government","lineage":["https://openalex.org/I1289461252","https://openalex.org/I3148377317"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akhilesh Sharma","raw_affiliation_strings":["SAC, ISRO, India"],"raw_orcid":"https://orcid.org/0009-0004-4684-1873","affiliations":[{"raw_affiliation_string":"SAC, ISRO, India","institution_ids":["https://openalex.org/I1289461252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092958572"],"corresponding_institution_ids":["https://openalex.org/I98389781"],"apc_list":null,"apc_paid":null,"fwci":0.746,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72222729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9995999932289124,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9973999857902527,"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":0.8329383730888367},{"id":"https://openalex.org/keywords/template","display_name":"Template","score":0.6315035223960876},{"id":"https://openalex.org/keywords/requirements-analysis","display_name":"Requirements analysis","score":0.586477518081665},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.5738752484321594},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5401472449302673},{"id":"https://openalex.org/keywords/conformity","display_name":"Conformity","score":0.4888729453086853},{"id":"https://openalex.org/keywords/functional-requirement","display_name":"Functional requirement","score":0.48488956689834595},{"id":"https://openalex.org/keywords/software-requirements-specification","display_name":"Software requirements specification","score":0.4714701473712921},{"id":"https://openalex.org/keywords/rewriting","display_name":"Rewriting","score":0.4677344262599945},{"id":"https://openalex.org/keywords/non-functional-requirement","display_name":"Non-functional requirement","score":0.45030179619789124},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.39180606603622437},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3655853867530823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23579460382461548},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.10659661889076233},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09912109375},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07690224051475525},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.07172149419784546}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8329383730888367},{"id":"https://openalex.org/C82714645","wikidata":"https://www.wikidata.org/wiki/Q438331","display_name":"Template","level":2,"score":0.6315035223960876},{"id":"https://openalex.org/C59488412","wikidata":"https://www.wikidata.org/wiki/Q187147","display_name":"Requirements analysis","level":3,"score":0.586477518081665},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.5738752484321594},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5401472449302673},{"id":"https://openalex.org/C142172996","wikidata":"https://www.wikidata.org/wiki/Q221284","display_name":"Conformity","level":2,"score":0.4888729453086853},{"id":"https://openalex.org/C62235348","wikidata":"https://www.wikidata.org/wiki/Q3264234","display_name":"Functional requirement","level":2,"score":0.48488956689834595},{"id":"https://openalex.org/C102780508","wikidata":"https://www.wikidata.org/wiki/Q1761598","display_name":"Software requirements specification","level":5,"score":0.4714701473712921},{"id":"https://openalex.org/C154690210","wikidata":"https://www.wikidata.org/wiki/Q1668499","display_name":"Rewriting","level":2,"score":0.4677344262599945},{"id":"https://openalex.org/C199747065","wikidata":"https://www.wikidata.org/wiki/Q3254666","display_name":"Non-functional requirement","level":5,"score":0.45030179619789124},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.39180606603622437},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3655853867530823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23579460382461548},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.10659661889076233},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09912109375},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07690224051475525},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.07172149419784546},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641399.3641412","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641399.3641412","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Innovations in Software Engineering Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W6274262","https://openalex.org/W1978721560","https://openalex.org/W2026316743","https://openalex.org/W2027095886","https://openalex.org/W2035149988","https://openalex.org/W2070411409","https://openalex.org/W2127997520","https://openalex.org/W2130175296","https://openalex.org/W2145345788","https://openalex.org/W2146054836","https://openalex.org/W2152506470","https://openalex.org/W2157437711","https://openalex.org/W2179916386","https://openalex.org/W2319003849","https://openalex.org/W2760476066","https://openalex.org/W2910192556","https://openalex.org/W2981671272","https://openalex.org/W3089148641","https://openalex.org/W3095123302","https://openalex.org/W3168346701","https://openalex.org/W4251772280","https://openalex.org/W4387124019"],"related_works":["https://openalex.org/W2128973668","https://openalex.org/W4385784960","https://openalex.org/W3214821522","https://openalex.org/W4312360778","https://openalex.org/W4242476969","https://openalex.org/W2124541574","https://openalex.org/W2472769502","https://openalex.org/W4206496580","https://openalex.org/W2901540557","https://openalex.org/W2751804819"],"abstract_inverted_index":{"RTs":[0,18,44],"generally":[1],"possess":[2],"a":[3,46,80,86,101,108],"fixed":[4],"syntactic":[5],"structure":[6,72],"and":[7,11,58,131,136,146,152,168],"comprise":[8],"pre-defined":[9],"slots,":[10],"requirements":[12,27,42,66,172,191],"written":[13],"in":[14,170],"the":[15,22,26,32,39,51,60,70,115,161],"format":[16],"of":[17,41,54,62,184],"must":[19],"conform":[20,30,68,78,96],"with":[21,177,192],"template":[23,71,116],"structure.":[24,117],"Suppose":[25],"do":[28,76],"not":[29,77],"to":[31,43,50,67,69,97,114,127,150,189],"RT.":[33],"In":[34],"that":[35,89,112,160],"case,":[36],"manually":[37],"verifying":[38],"conformity":[40,176],"becomes":[45],"tedious":[47],"task":[48],"due":[49],"large":[52],"size":[53],"industry":[55],"requirement":[56,105,111,166],"documents":[57],"introduces":[59],"possibility":[61],"errors.":[63],"Furthermore,":[64],"rewriting":[65],"when":[73],"they":[74],"initially":[75],"presents":[79],"significant":[81],"challenge.":[82],"This":[83],"paper":[84],"proposes":[85],"tool-based":[87,163],"approach":[88,149,164],"automatically":[90],"verifies":[91],"whether":[92],"Functional":[93],"Requirements":[94,128],"(FRs)":[95],"RTs.":[98,178,193],"It":[99],"recommends":[100],"Template":[102],"Conformance":[103],"(TC)":[104],"by":[106],"generating":[107],"semantically":[109],"identical":[110],"Conforms":[113],"Our":[118,157,179],"study":[119],"focused":[120],"on":[121,174],"two":[122],"well-known":[123],"RTs,":[124],"Easy":[125],"Approach":[126],"Syntax":[129],"(EARS)":[130],"RUPPs,":[132],"for":[133,186],"checking":[134],"conformance":[135],"making":[137],"recommendations.":[138],"We":[139],"utilized":[140],"Natural":[141],"Language":[142],"Processing":[143],"(NLP)":[144],"techniques":[145],"applied":[147],"our":[148],"industrial":[151],"publicly":[153],"available":[154],"case":[155],"studies.":[156],"results":[158,180],"demonstrate":[159],"proposed":[162],"facilitates":[165],"analysis":[167],"aids":[169],"recommending":[171],"based":[173],"their":[175],"show":[181],"an":[182],"accuracy":[183],"83.9%":[185],"providing":[187],"recommendations":[188],"non-conformant":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
