{"id":"https://openalex.org/W2741081919","doi":"https://doi.org/10.1145/3106237.3121280","title":"Automating traceability link recovery through classification","display_name":"Automating traceability link recovery through classification","publication_year":2017,"publication_date":"2017-08-02","ids":{"openalex":"https://openalex.org/W2741081919","doi":"https://doi.org/10.1145/3106237.3121280","mag":"2741081919"},"language":"en","primary_location":{"id":"doi:10.1145/3106237.3121280","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106237.3121280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering","raw_type":"proceedings-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/A5065511788","display_name":"Chris Mills","orcid":null},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chris Mills","raw_affiliation_strings":["Florida State University, USA"],"affiliations":[{"raw_affiliation_string":"Florida State University, USA","institution_ids":["https://openalex.org/I103163165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065511788"],"corresponding_institution_ids":["https://openalex.org/I103163165"],"apc_list":null,"apc_paid":null,"fwci":0.9673,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82408017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1068","last_page":"1070"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.994700014591217,"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/computer-science","display_name":"Computer science","score":0.813121497631073},{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.7687174081802368},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6712024807929993},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5627442002296448},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5356993079185486},{"id":"https://openalex.org/keywords/link-analysis","display_name":"Link analysis","score":0.5238777995109558},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.49056166410446167},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47584983706474304},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.46233081817626953},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4281657040119171},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3626250624656677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34336280822753906},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3353955149650574},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2512768507003784},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.11434474587440491},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09170511364936829},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08307752013206482}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.813121497631073},{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.7687174081802368},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6712024807929993},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5627442002296448},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5356993079185486},{"id":"https://openalex.org/C1173588","wikidata":"https://www.wikidata.org/wiki/Q6554294","display_name":"Link analysis","level":2,"score":0.5238777995109558},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49056166410446167},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47584983706474304},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46233081817626953},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4281657040119171},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3626250624656677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34336280822753906},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3353955149650574},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2512768507003784},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.11434474587440491},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09170511364936829},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08307752013206482}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3106237.3121280","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106237.3121280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering","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":22,"referenced_works":["https://openalex.org/W1997422451","https://openalex.org/W2014116953","https://openalex.org/W2031400820","https://openalex.org/W2036087008","https://openalex.org/W2085435546","https://openalex.org/W2109699558","https://openalex.org/W2118978333","https://openalex.org/W2122987719","https://openalex.org/W2127626360","https://openalex.org/W2140264852","https://openalex.org/W2146781646","https://openalex.org/W2148143831","https://openalex.org/W2148350542","https://openalex.org/W2148484494","https://openalex.org/W2157411243","https://openalex.org/W2157960915","https://openalex.org/W2163349045","https://openalex.org/W2171144693","https://openalex.org/W2532915684","https://openalex.org/W2619825482","https://openalex.org/W2620860873","https://openalex.org/W3146113246"],"related_works":["https://openalex.org/W2378709054","https://openalex.org/W4380301954","https://openalex.org/W2803090313","https://openalex.org/W2376767034","https://openalex.org/W2350918606","https://openalex.org/W2052375654","https://openalex.org/W2379549210","https://openalex.org/W1482465488","https://openalex.org/W4285661598","https://openalex.org/W4313352246"],"abstract_inverted_index":{"Traceability":[0],"Link":[1],"Recovery":[2],"(TLR)":[3],"is":[4,107],"an":[5],"important":[6],"software":[7,23],"engineering":[8],"task":[9,37],"in":[10,19,114],"which":[11,74,80],"a":[12,39,52,62,96],"stakeholder":[13,63],"establishes":[14],"links":[15,78,120],"between":[16],"related":[17],"items":[18],"two":[20],"sets":[21],"of":[22,44,70,117],"artifacts.":[24],"Most":[25],"existing":[26,134],"approaches":[27,55],"leverage":[28],"Information":[29],"Retrieval":[30],"(IR)":[31],"techniques,":[32],"and":[33,49,72,79],"formulate":[34],"the":[35,68,115,128],"TLR":[36,91],"as":[38,61,95,121],"retrieval":[40],"problem,":[41],"where":[42],"pairs":[43],"similar":[45],"artifacts":[46],"are":[47,76,82],"retrieved":[48],"presented":[50],"to":[51,65,89,109],"user.":[53],"These":[54],"still":[56],"require":[57],"significant":[58],"human":[59,130],"effort,":[60],"needs":[64],"manually":[66],"inspect":[67],"list":[69],"recommendations":[71],"decide":[73],"ones":[75,81],"true":[77],"false.":[83],"In":[84],"this":[85],"work,":[86],"we":[87],"aim":[88],"automate":[90],"by":[92,133],"re-imagining":[93],"it":[94],"binary":[97],"classification":[98,105],"problem.":[99],"More":[100],"specifically,":[101],"our":[102],"machine":[103],"learning":[104],"approach":[106],"able":[108],"automatically":[110],"classify":[111],"each":[112],"link":[113],"set":[116],"all":[118],"potential":[119],"either":[122],"valid":[123],"or":[124],"invalid,":[125],"therefore":[126],"circumventing":[127],"substantial":[129],"effort":[131],"required":[132],"techniques.":[135]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
