{"id":"https://openalex.org/W1898623755","doi":"https://doi.org/10.1109/re.2015.7320423","title":"Trace links explained: An automated approach for generating rationales","display_name":"Trace links explained: An automated approach for generating rationales","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1898623755","doi":"https://doi.org/10.1109/re.2015.7320423","mag":"1898623755"},"language":"en","primary_location":{"id":"doi:10.1109/re.2015.7320423","is_oa":false,"landing_page_url":"https://doi.org/10.1109/re.2015.7320423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 23rd International Requirements Engineering Conference (RE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010572058","display_name":"Jin Guo","orcid":"https://orcid.org/0000-0003-1782-1545"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jin Guo","raw_affiliation_strings":["School of Computing, DePaul University, Chicago, IL, USA","School of Computing, DePaul University, Chicago, IL, 60604, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]},{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL, 60604, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032630946","display_name":"Natawut Monaikul","orcid":"https://orcid.org/0000-0003-0439-8127"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Natawut Monaikul","raw_affiliation_strings":["School of Computing, DePaul University, Chicago, IL, USA","School of Computing, DePaul University, Chicago, IL, 60604, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]},{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL, 60604, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037363688","display_name":"Jane Cleland\u2010Huang","orcid":"https://orcid.org/0000-0001-9436-5606"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jane Cleland-Huang","raw_affiliation_strings":["School of Computing, DePaul University, Chicago, IL, USA","School of Computing, DePaul University, Chicago, IL, 60604, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]},{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL, 60604, USA","institution_ids":["https://openalex.org/I118353179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I118353179"],"apc_list":null,"apc_paid":null,"fwci":1.7377,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.84382272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"207"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","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"}}],"keywords":[{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.8192428350448608},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8111373782157898},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7785536050796509},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.777983546257019},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.603680431842804},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5926347970962524},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4680122137069702},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4411279559135437},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2741473317146301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19191426038742065}],"concepts":[{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.8192428350448608},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8111373782157898},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7785536050796509},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.777983546257019},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.603680431842804},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5926347970962524},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4680122137069702},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4411279559135437},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2741473317146301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19191426038742065},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/re.2015.7320423","is_oa":false,"landing_page_url":"https://doi.org/10.1109/re.2015.7320423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 23rd International Requirements Engineering Conference (RE)","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":25,"referenced_works":["https://openalex.org/W80595451","https://openalex.org/W1491587310","https://openalex.org/W1745403713","https://openalex.org/W1967577593","https://openalex.org/W1980869984","https://openalex.org/W1991334006","https://openalex.org/W1997650168","https://openalex.org/W2005569040","https://openalex.org/W2022901197","https://openalex.org/W2037219564","https://openalex.org/W2045895677","https://openalex.org/W2085421499","https://openalex.org/W2106401157","https://openalex.org/W2108155297","https://openalex.org/W2128581098","https://openalex.org/W2129559874","https://openalex.org/W2140264852","https://openalex.org/W2157960915","https://openalex.org/W2163349045","https://openalex.org/W2399597203","https://openalex.org/W3146113246","https://openalex.org/W4251686833","https://openalex.org/W6629332520","https://openalex.org/W6683732462","https://openalex.org/W6713101221"],"related_works":["https://openalex.org/W2378709054","https://openalex.org/W4380301954","https://openalex.org/W2803090313","https://openalex.org/W1482465488","https://openalex.org/W2052375654","https://openalex.org/W2376767034","https://openalex.org/W2350918606","https://openalex.org/W2379549210","https://openalex.org/W4285661598","https://openalex.org/W4313352246"],"abstract_inverted_index":{"Software":[0],"Traceability":[1],"is":[2,67,82,98],"a":[3,45,138,170,175],"critical":[4,9],"element":[5],"in":[6],"all":[7],"safety":[8,57],"software":[10,48],"systems.":[11],"Trace":[12],"links":[13,39],"are":[14,40,115],"created":[15],"across":[16],"diverse":[17],"artifacts":[18,114],"such":[19],"as":[20],"requirements,":[21],"design,":[22],"code,":[23],"test":[24],"cases,":[25],"and":[26,56,72,103,109,120,167,173],"hazards":[27],"-":[28],"either":[29],"manually":[30],"or":[31,92],"with":[32,155],"the":[33,70,163],"help":[34],"of":[35,47,74,157,165,169],"supporting":[36],"tools.":[37],"The":[38],"then":[41],"used":[42,111],"to":[43,61,77,85,94,100,112,146],"support":[44,63],"range":[46],"engineering":[49],"activities":[50,65],"including":[51],"impact":[52],"analysis,":[53],"compliance":[54],"verification,":[55],"inspections.":[58],"For":[59],"traceability":[60],"effectively":[62],"these":[64],"it":[66,97,105],"important":[68,99],"for":[69,141],"meaning":[71],"rationale":[73],"each":[75],"link":[76,149],"be":[78,127],"clearly":[79],"communicated.":[80],"It":[81],"often":[83,124],"insuficient":[84],"know":[86,101],"that":[87],"one":[88],"artifact":[89],"satisfies,":[90],"realizes,":[91],"complies":[93],"another.":[95],"Instead,":[96],"why":[102],"how":[104],"does":[106],"so.":[107],"Terms":[108],"phrases":[110],"describe":[113],"connected":[116],"through":[117],"composition,":[118],"synonymic,":[119],"generalization":[121],"relationships":[122],"which":[123],"can":[125],"only":[126],"interpreted":[128],"by":[129],"domain":[130,164],"experts.":[131],"In":[132],"this":[133],"RE:Next!":[134],"paper":[135],"we":[136],"propose":[137],"novel":[139],"approach":[140,154],"utilizing":[142],"domain-specific":[143],"knowledge":[144],"bases":[145],"generate":[147],"trace":[148],"rationales.":[150],"We":[151],"illustrate":[152],"our":[153],"examples":[156],"automatically":[158],"generated":[159],"rationales":[160],"taken":[161],"from":[162,174],"Communication":[166],"Control":[168],"Transportation":[171],"system,":[172],"Medical":[176],"Infusion":[177],"pump":[178],"domain.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}