{"id":"https://openalex.org/W4319068639","doi":"https://doi.org/10.1109/access.2023.3242294","title":"A Systematic Literature Review of Issue-Based Requirement Traceability","display_name":"A Systematic Literature Review of Issue-Based Requirement Traceability","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4319068639","doi":"https://doi.org/10.1109/access.2023.3242294"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3242294","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3242294","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10036417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10036417.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032889967","display_name":"Yijing Lyu","orcid":"https://orcid.org/0000-0002-6861-192X"},"institutions":[{"id":"https://openalex.org/I189442560","display_name":"Gyeongsang National University","ror":"https://ror.org/00saywf64","country_code":"KR","type":"education","lineage":["https://openalex.org/I189442560"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yijing Lyu","raw_affiliation_strings":["Department of AI Convergence Engineering, Gyeongsang National University, Jinju-si, South Korea","Department of AI Convergence Engineering, Gyeongsang National University, 501 Jinju-daero, Jinju-si, Gyeongsangnam-do, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-8507-1953","affiliations":[{"raw_affiliation_string":"Department of AI Convergence Engineering, Gyeongsang National University, Jinju-si, South Korea","institution_ids":["https://openalex.org/I189442560"]},{"raw_affiliation_string":"Department of AI Convergence Engineering, Gyeongsang National University, 501 Jinju-daero, Jinju-si, Gyeongsangnam-do, Republic of Korea","institution_ids":["https://openalex.org/I189442560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057923846","display_name":"Heetae Cho","orcid":"https://orcid.org/0000-0002-8927-9743"},"institutions":[{"id":"https://openalex.org/I189442560","display_name":"Gyeongsang National University","ror":"https://ror.org/00saywf64","country_code":"KR","type":"education","lineage":["https://openalex.org/I189442560"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Heetae Cho","raw_affiliation_strings":["Department of AI Convergence Engineering, Gyeongsang National University, Jinju-si, South Korea","Department of AI Convergence Engineering, Gyeongsang National University, 501 Jinju-daero, Jinju-si, Gyeongsangnam-do, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of AI Convergence Engineering, Gyeongsang National University, Jinju-si, South Korea","institution_ids":["https://openalex.org/I189442560"]},{"raw_affiliation_string":"Department of AI Convergence Engineering, Gyeongsang National University, 501 Jinju-daero, Jinju-si, Gyeongsangnam-do, Republic of Korea","institution_ids":["https://openalex.org/I189442560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047741550","display_name":"Pilsu Jung","orcid":"https://orcid.org/0000-0003-4035-5941"},"institutions":[{"id":"https://openalex.org/I189442560","display_name":"Gyeongsang National University","ror":"https://ror.org/00saywf64","country_code":"KR","type":"education","lineage":["https://openalex.org/I189442560"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Pilsu Jung","raw_affiliation_strings":["Department of AI Convergence Engineering, Gyeongsang National University, Jinju-si, South Korea","Department of Aerospace and Software Engineering and Department of AI Convergence Engineering, Gyeongsang National University, 201 Jinjudaero, Jinju-si, Gyeongsangnam-do, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of AI Convergence Engineering, Gyeongsang National University, Jinju-si, South Korea","institution_ids":["https://openalex.org/I189442560"]},{"raw_affiliation_string":"Department of Aerospace and Software Engineering and Department of AI Convergence Engineering, Gyeongsang National University, 201 Jinjudaero, Jinju-si, Gyeongsangnam-do, Republic of Korea","institution_ids":["https://openalex.org/I189442560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049877836","display_name":"Seonah Lee","orcid":"https://orcid.org/0000-0002-2004-2924"},"institutions":[{"id":"https://openalex.org/I189442560","display_name":"Gyeongsang National University","ror":"https://ror.org/00saywf64","country_code":"KR","type":"education","lineage":["https://openalex.org/I189442560"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seonah Lee","raw_affiliation_strings":["Department of AI Convergence Engineering, Gyeongsang National University, Jinju-si, South Korea","Department of Aerospace and Software Engineering and Department of AI Convergence Engineering, Gyeongsang National University, 201 Jinjudaero, Jinju-si, Gyeongsangnam-do, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-2004-2924","affiliations":[{"raw_affiliation_string":"Department of AI Convergence Engineering, Gyeongsang National University, Jinju-si, South Korea","institution_ids":["https://openalex.org/I189442560"]},{"raw_affiliation_string":"Department of Aerospace and Software Engineering and Department of AI Convergence Engineering, Gyeongsang National University, 201 Jinjudaero, Jinju-si, Gyeongsangnam-do, Republic of Korea","institution_ids":["https://openalex.org/I189442560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I189442560"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.8364,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96776177,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"13334","last_page":"13348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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":0.9990000128746033,"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":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.9151356220245361},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.8102833032608032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7888819575309753},{"id":"https://openalex.org/keywords/requirements-traceability","display_name":"Requirements traceability","score":0.677390456199646},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.6507163643836975},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.5069141983985901},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4611177444458008},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4561242163181305},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.44310569763183594},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.42234593629837036},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40025410056114197},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.368143230676651},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.3016279637813568},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1281152069568634},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09649008512496948},{"id":"https://openalex.org/keywords/requirement","display_name":"Requirement","score":0.09313824772834778}],"concepts":[{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.9151356220245361},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.8102833032608032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7888819575309753},{"id":"https://openalex.org/C35084680","wikidata":"https://www.wikidata.org/wiki/Q848201","display_name":"Requirements traceability","level":5,"score":0.677390456199646},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6507163643836975},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5069141983985901},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4611177444458008},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4561242163181305},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44310569763183594},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.42234593629837036},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40025410056114197},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.368143230676651},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.3016279637813568},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1281152069568634},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09649008512496948},{"id":"https://openalex.org/C135475081","wikidata":"https://www.wikidata.org/wiki/Q774228","display_name":"Requirement","level":4,"score":0.09313824772834778},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3242294","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3242294","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10036417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2cbc071b61a84460be3c23db5e61a5f6","is_oa":true,"landing_page_url":"https://doaj.org/article/2cbc071b61a84460be3c23db5e61a5f6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 13334-13348 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3242294","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3242294","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10036417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G4779748616","display_name":null,"funder_award_id":"NRF-2021R1A2C1094167","funder_id":"https://openalex.org/F4320311687","funder_display_name":"Ministry of Education"},{"id":"https://openalex.org/G7355909812","display_name":null,"funder_award_id":"NRF-2021R1A2C1094167","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319068639.pdf","grobid_xml":"https://content.openalex.org/works/W4319068639.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W1877420198","https://openalex.org/W1885603331","https://openalex.org/W1975675278","https://openalex.org/W1985947101","https://openalex.org/W1988019447","https://openalex.org/W1991334006","https://openalex.org/W2005569040","https://openalex.org/W2052797840","https://openalex.org/W2068430427","https://openalex.org/W2081321151","https://openalex.org/W2082862273","https://openalex.org/W2099223743","https://openalex.org/W2101252831","https://openalex.org/W2104994910","https://openalex.org/W2109699558","https://openalex.org/W2128581098","https://openalex.org/W2128926782","https://openalex.org/W2129559874","https://openalex.org/W2131346202","https://openalex.org/W2157353183","https://openalex.org/W2345987225","https://openalex.org/W2523433845","https://openalex.org/W2554979658","https://openalex.org/W2560775194","https://openalex.org/W2564056972","https://openalex.org/W2754869403","https://openalex.org/W2757902565","https://openalex.org/W2767222092","https://openalex.org/W2767394365","https://openalex.org/W2787580752","https://openalex.org/W2891045772","https://openalex.org/W2921638471","https://openalex.org/W2946039088","https://openalex.org/W2946354830","https://openalex.org/W2954447082","https://openalex.org/W2964064835","https://openalex.org/W2964523010","https://openalex.org/W2972155226","https://openalex.org/W2972352337","https://openalex.org/W2979541070","https://openalex.org/W2992742272","https://openalex.org/W2994579778","https://openalex.org/W3005672510","https://openalex.org/W3014215454","https://openalex.org/W3040257249","https://openalex.org/W3043557153","https://openalex.org/W3048712926","https://openalex.org/W3086180509","https://openalex.org/W3089993422","https://openalex.org/W3093647868","https://openalex.org/W3094013987","https://openalex.org/W3117140306","https://openalex.org/W3133784414","https://openalex.org/W3160341587","https://openalex.org/W3162044134","https://openalex.org/W3177634586","https://openalex.org/W3196421173","https://openalex.org/W3197095895","https://openalex.org/W3198807347","https://openalex.org/W3205769257","https://openalex.org/W3210252880","https://openalex.org/W4226258733","https://openalex.org/W4229614710","https://openalex.org/W4247135979","https://openalex.org/W4254692035","https://openalex.org/W4286331368","https://openalex.org/W4286716257","https://openalex.org/W6753565598","https://openalex.org/W6768543246"],"related_works":["https://openalex.org/W4312646443","https://openalex.org/W2129559874","https://openalex.org/W1203831901","https://openalex.org/W1604969957","https://openalex.org/W4312234739","https://openalex.org/W2166528905","https://openalex.org/W4252654202","https://openalex.org/W2354227496","https://openalex.org/W2982483023","https://openalex.org/W4380568682"],"abstract_inverted_index":{"Issue":[0],"reports":[1,24,135],"are":[2,114,124,136],"software":[3,12,15,82],"artifacts":[4,29],"that":[5,30],"often":[6],"specify":[7],"the":[8,27,45,81,118,148,165],"changed":[9,21],"requirements":[10],"of":[11,48,66,102,120],"systems.":[13],"As":[14],"systems":[16],"evolve":[17],"according":[18],"to":[19,87,126,138,158],"these":[20,55],"requirements,":[22],"issue":[23,49,134],"have":[25,39,53],"become":[26],"essential":[28],"should":[31],"be":[32],"covered":[33],"by":[34],"requirement":[35,68,122],"traceability.":[36,69],"While":[37],"researchers":[38],"developed":[40],"automatic":[41],"approaches":[42],"for":[43,72],"establishing":[44],"traceability":[46,123],"links":[47],"reports,":[50],"no":[51],"papers":[52],"surveyed":[54],"approaches.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60,93],"conduct":[61],"a":[62],"systematic":[63],"literature":[64],"review":[65],"issue-based":[67,103,121],"We":[70,98],"searched":[71],"articles":[73],"published":[74],"in":[75,80],"renowned":[76],"conferences":[77],"and":[78,109,131,144,154,160],"journals":[79],"engineering":[83],"field":[84],"from":[85],"2011":[86],"2022.":[88],"From":[89],"1,347":[90],"initial":[91],"articles,":[92],"identified":[94],"40":[95],"relevant":[96,125],"articles.":[97],"investigated":[99],"four":[100],"aspects":[101],"traceability:":[104],"problems,":[105],"artifact":[106],"pairs,":[107],"techniques,":[108],"evaluation":[110,167],"targets.":[111],"Our":[112],"findings":[113],"as":[115],"follows.":[116],"First,":[117],"challenges":[119],"accuracy,":[127],"effort,":[128],"support,":[129],"information,":[130],"trustworthiness.":[132],"Second,":[133],"linked":[137],"commits,":[139],"source":[140],"code,":[141],"user":[142],"reviews,":[143],"test":[145],"cases.":[146],"Third,":[147],"studies":[149],"mainly":[150],"adopted":[151],"machine":[152],"learning":[153],"information":[155],"retrieval":[156],"techniques":[157],"generate":[159],"recover":[161],"trace":[162],"links.":[163],"Finally,":[164],"main":[166],"targets":[168],"were":[169,175],"open-source":[170],"projects,":[171],"but":[172],"open":[173],"datasets":[174],"also":[176],"provided.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}