{"id":"https://openalex.org/W3146113246","doi":"https://doi.org/10.1109/icse.2012.6227153","title":"A tactic-centric approach for automating traceability of quality concerns","display_name":"A tactic-centric approach for automating traceability of quality concerns","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W3146113246","doi":"https://doi.org/10.1109/icse.2012.6227153","mag":"3146113246"},"language":"en","primary_location":{"id":"doi:10.1109/icse.2012.6227153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse.2012.6227153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 34th International Conference on Software Engineering (ICSE)","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/A5088410123","display_name":"Mehdi Mirakhorli","orcid":"https://orcid.org/0000-0003-3470-6856"},"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":"Mehdi Mirakhorli","raw_affiliation_strings":["School of Computing, DePaul University, Chicago, IL 60604","School of Computing, De Paul University, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL 60604","institution_ids":["https://openalex.org/I118353179"]},{"raw_affiliation_string":"School of Computing, De Paul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020844039","display_name":"Yonghee Shin","orcid":null},"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":"Yonghee Shin","raw_affiliation_strings":["School of Computing, DePaul University, Chicago, IL 60604","School of Computing, De Paul University, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL 60604","institution_ids":["https://openalex.org/I118353179"]},{"raw_affiliation_string":"School of Computing, De Paul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"middle","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 60604","School of Computing, De Paul University, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL 60604","institution_ids":["https://openalex.org/I118353179"]},{"raw_affiliation_string":"School of Computing, De Paul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081073864","display_name":"Murat \u00c7\u0131nar","orcid":"https://orcid.org/0000-0002-9887-0666"},"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":"Murat Cinar","raw_affiliation_strings":["School of Computing, DePaul University, Chicago, IL 60604","School of Computing, De Paul University, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL 60604","institution_ids":["https://openalex.org/I118353179"]},{"raw_affiliation_string":"School of Computing, De Paul University, Chicago, IL, 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":6.2461,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.97238903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"639","last_page":"649"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9968000054359436,"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/traceability","display_name":"Traceability","score":0.9276435971260071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7602680921554565},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5768302083015442},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.5657214522361755},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.5585184097290039},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5356585383415222},{"id":"https://openalex.org/keywords/architectural-pattern","display_name":"Architectural pattern","score":0.5218154788017273},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4789857864379883},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46196478605270386},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.4297955632209778},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.4195701479911804},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4193722903728485},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.3342822790145874},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3139690160751343},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.23766955733299255},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1807194948196411}],"concepts":[{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.9276435971260071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7602680921554565},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5768302083015442},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.5657214522361755},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5585184097290039},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5356585383415222},{"id":"https://openalex.org/C72280835","wikidata":"https://www.wikidata.org/wiki/Q635346","display_name":"Architectural pattern","level":5,"score":0.5218154788017273},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4789857864379883},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46196478605270386},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.4297955632209778},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.4195701479911804},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4193722903728485},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.3342822790145874},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3139690160751343},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.23766955733299255},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1807194948196411},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icse.2012.6227153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse.2012.6227153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 34th International Conference on Software Engineering (ICSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W610645045","https://openalex.org/W1522978303","https://openalex.org/W1745403713","https://openalex.org/W1800478330","https://openalex.org/W1980251751","https://openalex.org/W1984224706","https://openalex.org/W2000751502","https://openalex.org/W2018460861","https://openalex.org/W2049585561","https://openalex.org/W2071604149","https://openalex.org/W2077997855","https://openalex.org/W2118023438","https://openalex.org/W2122987719","https://openalex.org/W2127626360","https://openalex.org/W2128581098","https://openalex.org/W2133959106","https://openalex.org/W2136317684","https://openalex.org/W2146781646","https://openalex.org/W2147274337","https://openalex.org/W2150145237","https://openalex.org/W2155110966","https://openalex.org/W2156854909","https://openalex.org/W2160608820","https://openalex.org/W2166528905","https://openalex.org/W2913685706","https://openalex.org/W4235556981"],"related_works":["https://openalex.org/W2047206966","https://openalex.org/W2168001186","https://openalex.org/W942105934","https://openalex.org/W2124876378","https://openalex.org/W2153657417","https://openalex.org/W2533833860","https://openalex.org/W148360424","https://openalex.org/W2405229917","https://openalex.org/W2883820051","https://openalex.org/W2807954370"],"abstract_inverted_index":{"The":[0,108],"software":[1,31,136,157],"architectures":[2,32],"of":[3,19,88],"business,":[4],"mission,":[5],"or":[6],"safety":[7],"critical":[8],"systems":[9,137],"must":[10],"be":[11,53,72],"carefully":[12],"designed":[13],"to":[14,34,68,104,115,162],"balance":[15],"an":[16],"exacting":[17],"set":[18],"quality":[20],"concerns":[21],"describing":[22],"characteristics":[23],"such":[24],"as":[25,38],"security,":[26],"reliability,":[27],"and":[28,65,100,132,138],"performance.":[29],"Unfortunately,":[30],"tend":[33],"degrade":[35],"over":[36],"time":[37],"maintainers":[39],"modify":[40],"the":[41,45,61,63,86,143],"system":[42],"without":[43],"understanding":[44],"underlying":[46],"architectural":[47,58,92,164],"decisions.":[48],"Although":[49],"this":[50,70,76],"problem":[51],"can":[52,71,155],"mitigated":[54],"by":[55],"manually":[56],"tracing":[57],"decisions":[59],"into":[60],"code,":[62],"cost":[64],"effort":[66],"required":[67],"do":[69],"prohibitively":[73],"expensive.":[74],"In":[75],"paper":[77],"we":[78],"therefore":[79],"present":[80],"a":[81,116],"novel":[82],"approach":[83,95],"for":[84,91],"automating":[85],"construction":[87],"traceability":[89,153],"links":[90,154],"tactics.":[93],"Our":[94,147],"utilizes":[96],"machine":[97],"learning":[98],"methods":[99],"lightweight":[101],"structural":[102],"analysis":[103],"detect":[105],"tactic-related":[106,110],"classes.":[107],"detected":[109],"classes":[111],"are":[112],"then":[113,139],"mapped":[114],"Tactic":[117],"Traceability":[118],"Information":[119],"Model.":[120],"We":[121],"train":[122],"our":[123],"trace":[124],"algorithm":[125],"using":[126],"code":[127],"extracted":[128],"from":[129],"fifteen":[130],"performance-centric":[131],"safety-critical":[133],"open":[134],"source":[135],"evaluate":[140],"it":[141],"against":[142],"Apache":[144],"Hadoop":[145],"framework.":[146],"results":[148],"show":[149],"that":[150],"automatically":[151],"generated":[152],"support":[156],"maintenance":[158],"activities":[159],"while":[160],"helping":[161],"preserve":[163],"qualities.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":10}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
