{"id":"https://openalex.org/W2094717474","doi":"https://doi.org/10.1145/2593801.2593804","title":"SANAYOJAN: a framework for traceability link recovery between use-cases in software requirement specification and regulatory documents","display_name":"SANAYOJAN: a framework for traceability link recovery between use-cases in software requirement specification and regulatory documents","publication_year":2014,"publication_date":"2014-05-20","ids":{"openalex":"https://openalex.org/W2094717474","doi":"https://doi.org/10.1145/2593801.2593804","mag":"2094717474"},"language":"en","primary_location":{"id":"doi:10.1145/2593801.2593804","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2593801.2593804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering","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/A5101935054","display_name":"Ritika Jain","orcid":"https://orcid.org/0000-0002-7074-633X"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]},{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ritika Jain","raw_affiliation_strings":["IIIT Delhi, India","[IIIT-Delhi,India]"],"affiliations":[{"raw_affiliation_string":"IIIT Delhi, India","institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"]},{"raw_affiliation_string":"[IIIT-Delhi,India]","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089477311","display_name":"Smita Ghaisas","orcid":"https://orcid.org/0000-0003-0790-0880"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Smita Ghaisas","raw_affiliation_strings":["Tata Consultancy Services, India","[Tata Consultancy Services, India]"],"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services, India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"[Tata Consultancy Services, India]","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029699582","display_name":"Ashish Sureka","orcid":"https://orcid.org/0000-0001-6084-9661"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]},{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Sureka","raw_affiliation_strings":["IIIT Delhi, India","[IIIT-Delhi,India]"],"affiliations":[{"raw_affiliation_string":"IIIT Delhi, India","institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"]},{"raw_affiliation_string":"[IIIT-Delhi,India]","institution_ids":["https://openalex.org/I119939252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101935054"],"corresponding_institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"],"apc_list":null,"apc_paid":null,"fwci":1.5778,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88374622,"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":"12","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9984999895095825,"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":0.9984999895095825,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9911999702453613,"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":0.9872000217437744,"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/traceability","display_name":"Traceability","score":0.9063364267349243},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.721733033657074},{"id":"https://openalex.org/keywords/requirements-traceability","display_name":"Requirements traceability","score":0.6251921057701111},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.5630436539649963},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5439581274986267},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5110908150672913},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.37068602442741394},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.27286213636398315},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.22798678278923035},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12541404366493225},{"id":"https://openalex.org/keywords/requirement","display_name":"Requirement","score":0.08141568303108215}],"concepts":[{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.9063364267349243},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.721733033657074},{"id":"https://openalex.org/C35084680","wikidata":"https://www.wikidata.org/wiki/Q848201","display_name":"Requirements traceability","level":5,"score":0.6251921057701111},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.5630436539649963},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5439581274986267},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5110908150672913},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.37068602442741394},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.27286213636398315},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.22798678278923035},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12541404366493225},{"id":"https://openalex.org/C135475081","wikidata":"https://www.wikidata.org/wiki/Q774228","display_name":"Requirement","level":4,"score":0.08141568303108215}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2593801.2593804","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2593801.2593804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.47999998927116394,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W66115945","https://openalex.org/W1903917666","https://openalex.org/W1995649094","https://openalex.org/W2004698694","https://openalex.org/W2013086879","https://openalex.org/W2114305512","https://openalex.org/W2122987719","https://openalex.org/W2135635650","https://openalex.org/W2139735278","https://openalex.org/W2148996482","https://openalex.org/W2149581025","https://openalex.org/W2150656895","https://openalex.org/W2251877085"],"related_works":["https://openalex.org/W1934050822","https://openalex.org/W2124361225","https://openalex.org/W2612630808","https://openalex.org/W2162205268","https://openalex.org/W2938451033","https://openalex.org/W2555383967","https://openalex.org/W2396982116","https://openalex.org/W2594941141","https://openalex.org/W2144920840","https://openalex.org/W1558894820"],"abstract_inverted_index":{"User":[0],"requirement":[1],"specification":[2],"(URS)":[3],"documents":[4],"written":[5],"in":[6,23,36,80,98,111,127],"the":[7,21,24,33,53,81,99,103,112,155,178],"form":[8],"of":[9,20,32,105,135,144,163,177],"free-form":[10],"natural":[11],"language":[12],"text":[13],"contain":[14],"system":[15,34,67,93,123,166],"use-case":[16,124,167],"descriptions":[17],"as":[18],"one":[19],"elements":[22,97],"URS.":[25],"For":[26],"a":[27,61,121,128,133,145],"few":[28],"application":[29,54,104],"domains,":[30],"some":[31],"use-cases":[35,68,94],"SRS":[37],"define":[38,85],"services":[39,151],"and":[40,49,71,77,88,169,175],"functionality":[41],"which":[42],"needs":[43],"to":[44,52,64,91,117,153],"comply":[45],"with":[46,125],"law,":[47],"rules":[48],"regulations":[50,79,126],"pertaining":[51],"domain.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59],"present":[60],"multi-step":[62],"approach":[63],"automatically":[65],"extract":[66],"from":[69,95,141],"URS":[70],"construct":[72],"traceability":[73,173],"links":[74],"between":[75,120],"system-uses":[76],"appropriate":[78],"regulatory":[82,129],"documents.":[83],"We":[84,101,131],"lexicon-based,":[86],"syntactic":[87],"semantic":[89,107,114],"features":[90],"discriminate":[92],"other":[96],"SRS.":[100],"investigate":[102],"five":[106],"similarity":[108,115,119],"methods":[109],"implemented":[110],"SEMILAR":[113],"toolkit":[116],"compute":[118],"given":[122],"document.":[130],"conduct":[132],"series":[134],"experiments":[136],"on":[137],"real-world":[138],"data":[139],"obtained":[140],"software":[142],"projects":[143],"large":[146],"global":[147],"Information":[148],"Technology":[149],"(IT)":[150],"company":[152],"validate":[154],"proposed":[156,179],"approach.":[157,180],"Experimental":[158],"results":[159],"demonstrate":[160],"effectiveness":[161],"(accuracy":[162],"83.3%":[164],"for":[165,171],"extraction":[168],"72%":[170],"constructing":[172],"links)":[174],"limitations":[176]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}