{"id":"https://openalex.org/W2884512787","doi":"https://doi.org/10.1145/3196398.3196446","title":"Automatic classification of software artifacts in open-source applications","display_name":"Automatic classification of software artifacts in open-source applications","publication_year":2018,"publication_date":"2018-05-28","ids":{"openalex":"https://openalex.org/W2884512787","doi":"https://doi.org/10.1145/3196398.3196446","mag":"2884512787"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3196398.3196446","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5080445415","display_name":"Yuzhan Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuzhan Ma","raw_affiliation_strings":["Washington State University"],"affiliations":[{"raw_affiliation_string":"Washington State University","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068417203","display_name":"Sarah Fakhoury","orcid":"https://orcid.org/0000-0002-8486-7749"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarah Fakhoury","raw_affiliation_strings":["Washington State University"],"affiliations":[{"raw_affiliation_string":"Washington State University","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101637424","display_name":"Michael Christensen","orcid":"https://orcid.org/0000-0002-7614-5295"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Christensen","raw_affiliation_strings":["Washington State University"],"affiliations":[{"raw_affiliation_string":"Washington State University","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030079287","display_name":"Venera Arnaoudova","orcid":null},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Venera Arnaoudova","raw_affiliation_strings":["Washington State University"],"affiliations":[{"raw_affiliation_string":"Washington State University","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062189480","display_name":"Waleed Abdu Zogaan","orcid":"https://orcid.org/0000-0002-1087-7549"},"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":false,"raw_author_name":"Waleed Zogaan","raw_affiliation_strings":["Rochester Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"last","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":false,"raw_author_name":"Mehdi Mirakhorli","raw_affiliation_strings":["Rochester Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology","institution_ids":["https://openalex.org/I155173764"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.596,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":27,"citation_normalized_percentile":{"value":0.977662,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"414","last_page":"425"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997,"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":0.9997,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9992,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9967,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7515271},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.636848},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.5637227},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49709037},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4409429},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21566579}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3196398.3196446","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.58}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":53,"referenced_works":["https://openalex.org/W1550206324","https://openalex.org/W1880262756","https://openalex.org/W1914969610","https://openalex.org/W1971074197","https://openalex.org/W1971137495","https://openalex.org/W1972386298","https://openalex.org/W1979265271","https://openalex.org/W1983419770","https://openalex.org/W1989735066","https://openalex.org/W1999180586","https://openalex.org/W2002964284","https://openalex.org/W2010981136","https://openalex.org/W2021509116","https://openalex.org/W2022901197","https://openalex.org/W2044428238","https://openalex.org/W2077337386","https://openalex.org/W2085435546","https://openalex.org/W2086211846","https://openalex.org/W2086585198","https://openalex.org/W2097883090","https://openalex.org/W2102539288","https://openalex.org/W2107031757","https://openalex.org/W2109553965","https://openalex.org/W2114363693","https://openalex.org/W2122987719","https://openalex.org/W2125598659","https://openalex.org/W2125854594","https://openalex.org/W2126819771","https://openalex.org/W2128780139","https://openalex.org/W2131904035","https://openalex.org/W2132604263","https://openalex.org/W2133990480","https://openalex.org/W2144211451","https://openalex.org/W2149684865","https://openalex.org/W2152311353","https://openalex.org/W2155243985","https://openalex.org/W2162493549","https://openalex.org/W2164777277","https://openalex.org/W2165401136","https://openalex.org/W2165612380","https://openalex.org/W2168505588","https://openalex.org/W2168874709","https://openalex.org/W2296164881","https://openalex.org/W2529650839","https://openalex.org/W2548499315","https://openalex.org/W2553688218","https://openalex.org/W2559885217","https://openalex.org/W2619669510","https://openalex.org/W2724503592","https://openalex.org/W2756867283","https://openalex.org/W2911964244","https://openalex.org/W2968744947","https://openalex.org/W4234886888"],"related_works":["https://openalex.org/W4387839566","https://openalex.org/W4376877853","https://openalex.org/W4250928611","https://openalex.org/W4210922265","https://openalex.org/W2491403535","https://openalex.org/W2328580451","https://openalex.org/W1977393088","https://openalex.org/W167327709","https://openalex.org/W166480398","https://openalex.org/W1493891899"],"abstract_inverted_index":{"With":[0],"the":[1,48,81,148],"increasing":[2],"popularity":[3],"of":[4,13,40,50,62,84,104,113,119,136,142,150],"open-source":[5,114],"software":[6,14,32,51,57,86,105,137,156],"development,":[7],"there":[8],"is":[9,88],"a":[10,97,110,140],"tremendous":[11],"growth":[12],"artifacts":[15,33,87,106],"that":[16],"provide":[17],"insight":[18],"into":[19],"how":[20],"people":[21],"build":[22],"software.":[23],"Researchers":[24],"are":[25,107],"always":[26],"looking":[27],"for":[28],"large-scale":[29,98],"and":[30,37,42,74,146],"representative":[31],"to":[34,72,100,132,155],"produce":[35],"systematic":[36],"unbiased":[38],"validation":[39],"novel":[41],"existing":[43],"techniques.":[44,79],"For":[45],"example,":[46],"in":[47],"domain":[49],"requirements":[52],"traceability,":[53],"researchers":[54],"often":[55],"use":[56],"applications":[58],"with":[59],"multiple":[60],"types":[61,103,135],"artifacts,":[63],"such":[64],"as":[65],"requirements,":[66],"system":[67],"elements,":[68],"verifications,":[69],"or":[70],"tasks":[71],"develop":[73],"evaluate":[75],"their":[76],"traceability":[77],"analysis":[78],"However,":[80],"manual":[82],"identification":[83],"rich":[85],"very":[89],"labor-intensive.":[90],"In":[91],"this":[92],"work,":[93],"we":[94,122,144],"first":[95],"conduct":[96],"study":[99],"identify":[101,133],"which":[102],"produced":[108],"by":[109],"wide":[111],"variety":[112],"projects":[115],"at":[116],"different":[117],"levels":[118],"granularity.":[120],"Then":[121],"propose":[123],"an":[124],"automated":[125],"approach":[126],"based":[127],"on":[128],"Machine":[129],"Learning":[130],"techniques":[131],"various":[134],"artifacts.":[138,157],"Through":[139],"set":[141],"experiments,":[143],"report":[145],"compare":[147],"performance":[149],"these":[151],"algorithms":[152],"when":[153],"applied":[154]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2884512787","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-01-22T16:24:36.216992","created_date":"2018-08-03"}