{"id":"https://openalex.org/W2112810882","doi":"https://doi.org/10.1109/tefse.2013.6620153","title":"Trace Matrix Analyzer (TMA)","display_name":"Trace Matrix Analyzer (TMA)","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W2112810882","doi":"https://doi.org/10.1109/tefse.2013.6620153","mag":"2112810882"},"language":"en","primary_location":{"id":"doi:10.1109/tefse.2013.6620153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tefse.2013.6620153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 7th International Workshop on Traceability in Emerging Forms of Software Engineering (TEFSE)","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/A5100462995","display_name":"Wenbin Li","orcid":"https://orcid.org/0000-0001-8821-8992"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenbin Li","raw_affiliation_strings":["Computer Science, University of Kentucky, Lexington, KY, USA","Computer Science University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"Computer Science University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012089296","display_name":"Jane Huffman Hayes","orcid":null},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jane Huffman Hayes","raw_affiliation_strings":["Computer Science, University of Kentucky, Lexington, KY, USA","Computer Science University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"Computer Science University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102014086","display_name":"Fan Yang","orcid":"https://orcid.org/0000-0002-0940-4218"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fan Yang","raw_affiliation_strings":["Computer Science, University of Kentucky, Lexington, KY, USA","Computer Science University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"Computer Science University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111521481","display_name":"K. Imai","orcid":null},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ken Imai","raw_affiliation_strings":["Computer Science, University of Kentucky, Lexington, KY, USA","Computer Science University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"Computer Science University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049023765","display_name":"Jesse Yannelli","orcid":null},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jesse Yannelli","raw_affiliation_strings":["Computer Science, University of Kentucky, Lexington, KY, USA","Computer Science University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"Computer Science University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062356688","display_name":"Chase Carnes","orcid":null},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chase Carnes","raw_affiliation_strings":["Computer Science, University of Kentucky, Lexington, KY, USA","Computer Science University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"Computer Science University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078849415","display_name":"Maureen Doyle","orcid":"https://orcid.org/0000-0001-7997-0939"},"institutions":[{"id":"https://openalex.org/I168416876","display_name":"Northern Kentucky University","ror":"https://ror.org/01k44g025","country_code":"US","type":"education","lineage":["https://openalex.org/I168416876"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maureen Doyle","raw_affiliation_strings":["Northern Kentucky University, Highland Heights, KY, US","Northern Kentucky Univ., Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Kentucky University, Highland Heights, KY, US","institution_ids":["https://openalex.org/I168416876"]},{"raw_affiliation_string":"Northern Kentucky Univ., Lexington, KY, USA","institution_ids":["https://openalex.org/I168416876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"44","last_page":"50"},"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":0.9997000098228455,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/trace","display_name":"TRACE (psycholinguistics)","score":0.8403604626655579},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7460781335830688},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6082332134246826},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5732179284095764},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5717213153839111},{"id":"https://openalex.org/keywords/spectrum-analyzer","display_name":"Spectrum analyzer","score":0.4882414638996124},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4269661605358124},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4116082787513733},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.20599818229675293},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19120153784751892},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13712087273597717}],"concepts":[{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.8403604626655579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7460781335830688},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6082332134246826},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5732179284095764},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5717213153839111},{"id":"https://openalex.org/C158007255","wikidata":"https://www.wikidata.org/wiki/Q1055222","display_name":"Spectrum analyzer","level":2,"score":0.4882414638996124},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4269661605358124},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4116082787513733},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.20599818229675293},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19120153784751892},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13712087273597717},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","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},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tefse.2013.6620153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tefse.2013.6620153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 7th International Workshop on Traceability in Emerging Forms of Software Engineering (TEFSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1966079638","https://openalex.org/W2117985897","https://openalex.org/W2125598659","https://openalex.org/W2125603046","https://openalex.org/W2128581098","https://openalex.org/W2171144693","https://openalex.org/W4236772736"],"related_works":["https://openalex.org/W2391061712","https://openalex.org/W2094171095","https://openalex.org/W2360439310","https://openalex.org/W2546380746","https://openalex.org/W1979303977","https://openalex.org/W2372452257","https://openalex.org/W2506093188","https://openalex.org/W2271382194","https://openalex.org/W2382785608","https://openalex.org/W3028475238"],"abstract_inverted_index":{"A":[0],"Trace":[1,99],"Matrix":[2,100],"(TM)":[3],"represents":[4],"the":[5,31,66,74,78,83,143,171],"relationship":[6],"between":[7,33,43,49],"software":[8,16,138],"engineering":[9],"artifacts":[10,40],"and":[11,46,51,56,80,113,127,131,153,179],"is":[12],"foundational":[13],"for":[14,94,165],"many":[15],"assurance":[17],"techniques":[18,86],"such":[19],"as":[20],"criticality":[21],"analysis.":[22],"In":[23,54],"a":[24,27,59,70,92,96],"large":[25],"project,":[26],"TM":[28,71,151],"might":[29],"represent":[30],"relationships":[32],"thousands":[34],"of":[35,37,39,82],"elements":[36,45],"dozens":[38],"(for":[41],"example,":[42],"design":[44],"code":[47],"elements,":[48],"requirements":[50],"test":[52],"cases).":[53],"mission-":[55],"safety-critical":[57],"systems,":[58],"third":[60,105],"party":[61,106],"agent":[62],"may":[63],"be":[64],"given":[65],"job":[67],"to":[68,77,121,140],"assess":[69],"prepared":[72],"by":[73],"developer.":[75],"Due":[76],"size":[79],"complexity":[81],"task,":[84],"automated":[85],"are":[87],"needed.":[88],"We":[89,133,145],"have":[90],"developed":[91],"technique":[93],"analyzing":[95],"TM,":[97],"called":[98],"Analyzer":[101],"(TMA),":[102],"so":[103],"that":[104,147],"agents":[107],"can":[108],"perform":[109],"their":[110],"work":[111,169],"faster":[112,156],"more":[114],"effectively.":[115],"To":[116],"validate,":[117],"we":[118],"applied":[119],"TMA":[120,148],"two":[122],"TMs":[123],"with":[124],"known":[125],"problems":[126],"golden":[128],"answersets:":[129],"MoonLander":[130],"MODIS.":[132],"also":[134,161],"asked":[135],"an":[136],"experienced":[137],"engineer":[139],"manually":[141],"review":[142],"TM.":[144],"found":[146],"properly":[149],"identified":[150,163],"issues":[152,164],"was":[154],"much":[155],"than":[157],"manual":[158],"review,":[159],"but":[160],"falsely":[162],"one":[166],"dataset.":[167],"This":[168],"addresses":[170],"Trusted":[172],"Grand":[173],"Challenge,":[174],"research":[175],"projects":[176],"3,":[177],"5,":[178],"6.":[180]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}