{"id":"https://openalex.org/W2296164881","doi":"https://doi.org/10.1109/tse.2015.2479217","title":"Detecting, Tracing, and Monitoring Architectural Tactics in Code","display_name":"Detecting, Tracing, and Monitoring Architectural Tactics in Code","publication_year":2015,"publication_date":"2015-09-16","ids":{"openalex":"https://openalex.org/W2296164881","doi":"https://doi.org/10.1109/tse.2015.2479217","mag":"2296164881"},"language":"en","primary_location":{"id":"doi:10.1109/tse.2015.2479217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2015.2479217","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Software Engineering","raw_type":"journal-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/A5088410123","display_name":"Mehdi Mirakhorli","orcid":"https://orcid.org/0000-0003-3470-6856"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mehdi Mirakhorli","raw_affiliation_strings":["Department of Software Engineering, Rochester Institute of Technology, Rochester, NY"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Rochester Institute of Technology, Rochester, NY","institution_ids":["https://openalex.org/I155173764"]}]},{"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"],"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL","institution_ids":["https://openalex.org/I118353179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088410123"],"corresponding_institution_ids":["https://openalex.org/I155173764"],"apc_list":null,"apc_paid":null,"fwci":22.3875,"has_fulltext":false,"cited_by_count":82,"citation_normalized_percentile":{"value":0.99289328,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"42","issue":"3","first_page":"205","last_page":"220"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.864439845085144},{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.6748252511024475},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.6636434197425842},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5577702522277832},{"id":"https://openalex.org/keywords/architectural-pattern","display_name":"Architectural pattern","score":0.5536525845527649},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.5144574642181396},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4718594253063202},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4483029246330261},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.44265297055244446},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.43715953826904297},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.41669535636901855},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.41105592250823975},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3971428871154785},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.3936426639556885},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.29472655057907104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2509726881980896},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.23510649800300598},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.15963292121887207}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.864439845085144},{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.6748252511024475},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.6636434197425842},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5577702522277832},{"id":"https://openalex.org/C72280835","wikidata":"https://www.wikidata.org/wiki/Q635346","display_name":"Architectural pattern","level":5,"score":0.5536525845527649},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.5144574642181396},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4718594253063202},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4483029246330261},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.44265297055244446},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43715953826904297},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.41669535636901855},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.41105592250823975},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3971428871154785},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.3936426639556885},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.29472655057907104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2509726881980896},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23510649800300598},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.15963292121887207},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tse.2015.2479217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2015.2479217","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Software Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4494098042","display_name":null,"funder_award_id":"CCF-0810924","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W65266040","https://openalex.org/W610645045","https://openalex.org/W1504694836","https://openalex.org/W1597549781","https://openalex.org/W1649645444","https://openalex.org/W1660390307","https://openalex.org/W1745403713","https://openalex.org/W1800478330","https://openalex.org/W1936095683","https://openalex.org/W1969910885","https://openalex.org/W1970264769","https://openalex.org/W1980869984","https://openalex.org/W1984224706","https://openalex.org/W1987089410","https://openalex.org/W1995927769","https://openalex.org/W1996901220","https://openalex.org/W1997091008","https://openalex.org/W2018414565","https://openalex.org/W2031371279","https://openalex.org/W2037219564","https://openalex.org/W2053435049","https://openalex.org/W2065325623","https://openalex.org/W2071580687","https://openalex.org/W2071604149","https://openalex.org/W2076102946","https://openalex.org/W2081453552","https://openalex.org/W2089458400","https://openalex.org/W2099175080","https://openalex.org/W2100198805","https://openalex.org/W2106401157","https://openalex.org/W2107425660","https://openalex.org/W2108155297","https://openalex.org/W2110244733","https://openalex.org/W2112076978","https://openalex.org/W2115053229","https://openalex.org/W2118023438","https://openalex.org/W2118202700","https://openalex.org/W2122987719","https://openalex.org/W2125055259","https://openalex.org/W2127626360","https://openalex.org/W2128581098","https://openalex.org/W2133254848","https://openalex.org/W2133959106","https://openalex.org/W2135918104","https://openalex.org/W2136317684","https://openalex.org/W2140264852","https://openalex.org/W2143741513","https://openalex.org/W2149684865","https://openalex.org/W2150145237","https://openalex.org/W2152656220","https://openalex.org/W2155110966","https://openalex.org/W2156854909","https://openalex.org/W2157960915","https://openalex.org/W2160608820","https://openalex.org/W2161527051","https://openalex.org/W2163819378","https://openalex.org/W2166183437","https://openalex.org/W2168386262","https://openalex.org/W2169793425","https://openalex.org/W2294305189","https://openalex.org/W2323944440","https://openalex.org/W2912934387","https://openalex.org/W2913685706","https://openalex.org/W3142188450","https://openalex.org/W3146113246","https://openalex.org/W3146382732","https://openalex.org/W4248575338","https://openalex.org/W4285719527","https://openalex.org/W6676236601","https://openalex.org/W6676769703"],"related_works":["https://openalex.org/W2019257047","https://openalex.org/W3153702491","https://openalex.org/W2969257295","https://openalex.org/W3008981372","https://openalex.org/W2206096527","https://openalex.org/W2789660410","https://openalex.org/W4400488007","https://openalex.org/W2129714608","https://openalex.org/W2070111972","https://openalex.org/W2775582007"],"abstract_inverted_index":{"Software":[0],"architectures":[1],"are":[2,15],"often":[3,36],"constructed":[4],"through":[5],"a":[6,40,63,108,135,183],"series":[7],"of":[8,31,43,87,156,167,185],"design":[9],"decisions.":[10,57],"In":[11,58,134],"particular,":[12],"architectural":[13,44,56,71,103],"tactics":[14,72,175],"selected":[16],"to":[17,79,95,176],"satisfy":[18],"specific":[19],"quality":[20,45],"concerns":[21],"such":[22],"as":[23,46],"reliability,":[24],"performance,":[25],"and":[26,69,83,120,179],"security.":[27],"However,":[28],"the":[29,49,54,88,147,153,157,165,172],"knowledge":[30],"these":[32,76],"tactical":[33],"decisions":[34],"is":[35,112,128],"lost,":[37],"resulting":[38],"in":[39,73,93,182],"gradual":[41],"degradation":[42],"developers":[47],"modify":[48],"code":[50,77,89,115],"without":[51],"fully":[52],"understanding":[53],"underlying":[55,102],"this":[59],"paper":[60],"we":[61],"present":[62],"machine":[64],"learning":[65],"approach":[66,106,169],"for":[67,90,170],"discovering":[68],"visualizing":[70],"code,":[74],"mapping":[75],"segments":[78],"tactic":[80,144],"traceability":[81],"patterns,":[82],"monitoring":[84],"sensitive":[85],"areas":[86],"modification":[91],"events":[92,187],"order":[94],"provide":[96],"users":[97],"with":[98],"up-to-date":[99],"information":[100],"about":[101],"concerns.":[104],"Our":[105],"utilizes":[107],"customized":[109],"classifier":[110],"which":[111],"trained":[113],"using":[114,171],"extracted":[116],"from":[117,189],"fifty":[118],"performance-centric":[119],"safety-critical":[121],"open":[122],"source":[123],"software":[124],"systems.":[125],"Its":[126],"performance":[127],"compared":[129],"against":[130],"seven":[131],"off-the-shelf":[132],"classifiers.":[133],"controlled":[136],"experiment":[137],"all":[138],"classifiers":[139,149],"performed":[140],"well;":[141],"however":[142],"our":[143,168],"detector":[145],"outperformed":[146],"other":[148],"when":[150],"used":[151],"within":[152],"larger":[154],"context":[155],"Hadoop":[158],"Distributed":[159],"File":[160],"System.":[161],"We":[162],"further":[163],"demonstrate":[164],"viability":[166],"automatically":[173],"detected":[174],"generate":[177],"viable":[178],"informative":[180],"messages":[181],"simulation":[184],"maintenance":[186],"mined":[188],"Hadoop's":[190],"change":[191],"management":[192],"system.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":1}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}
