{"id":"https://openalex.org/W2883213995","doi":"https://doi.org/10.1145/3196398.3196439","title":"Feature location using crowd-based screencasts","display_name":"Feature location using crowd-based screencasts","publication_year":2018,"publication_date":"2018-05-28","ids":{"openalex":"https://openalex.org/W2883213995","doi":"https://doi.org/10.1145/3196398.3196439","mag":"2883213995"},"language":"en","primary_location":{"id":"doi:10.1145/3196398.3196439","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3196398.3196439","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Mining Software Repositories","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/A5015551953","display_name":"Parisa Moslehi","orcid":"https://orcid.org/0000-0002-4414-9160"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Parisa Moslehi","raw_affiliation_strings":["Concordia University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058164381","display_name":"Bram Adams","orcid":"https://orcid.org/0000-0001-7213-4006"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bram Adams","raw_affiliation_strings":["Polytechnique Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnique Montreal, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030827240","display_name":"Juergen Rilling","orcid":"https://orcid.org/0000-0002-5441-0385"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Juergen Rilling","raw_affiliation_strings":["Concordia University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"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":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"192","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9965999722480774,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9919999837875366,"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":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8771692514419556},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5932356119155884},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5331615209579468},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"Program comprehension","score":0.4180281162261963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3582596778869629},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.15812379121780396},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11057212948799133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8771692514419556},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5932356119155884},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5331615209579468},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.4180281162261963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3582596778869629},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.15812379121780396},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11057212948799133}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3196398.3196439","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3196398.3196439","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Mining Software Repositories","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.polymtl.ca:40460","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/40460/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Communication de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W146083850","https://openalex.org/W1532325895","https://openalex.org/W1539495021","https://openalex.org/W1880262756","https://openalex.org/W1936969208","https://openalex.org/W1973501456","https://openalex.org/W1977885694","https://openalex.org/W2005569040","https://openalex.org/W2012844745","https://openalex.org/W2018663431","https://openalex.org/W2040304231","https://openalex.org/W2048195127","https://openalex.org/W2073426284","https://openalex.org/W2094596727","https://openalex.org/W2110220994","https://openalex.org/W2113341759","https://openalex.org/W2117944944","https://openalex.org/W2126804144","https://openalex.org/W2135541598","https://openalex.org/W2139543149","https://openalex.org/W2147152072","https://openalex.org/W2148170932","https://openalex.org/W2163920467","https://openalex.org/W2186285587","https://openalex.org/W2187358498","https://openalex.org/W2238017232","https://openalex.org/W2338918436","https://openalex.org/W2340381866","https://openalex.org/W2376637698","https://openalex.org/W2402702168","https://openalex.org/W2481562185","https://openalex.org/W2506353248","https://openalex.org/W2532717157","https://openalex.org/W2600697011","https://openalex.org/W2621225142","https://openalex.org/W2729625181","https://openalex.org/W2757825476","https://openalex.org/W2774526117","https://openalex.org/W3022380729","https://openalex.org/W4213009331","https://openalex.org/W4239932879","https://openalex.org/W4252874226","https://openalex.org/W4300952958","https://openalex.org/W4388505008"],"related_works":["https://openalex.org/W2122804569","https://openalex.org/W2240979497","https://openalex.org/W2025599150","https://openalex.org/W4396224778","https://openalex.org/W3104152981","https://openalex.org/W2598318421","https://openalex.org/W4241100723","https://openalex.org/W2158202016","https://openalex.org/W2020166315","https://openalex.org/W2098192829"],"abstract_inverted_index":{"Crowd-based":[0],"multi-media":[1],"documents":[2],"such":[3],"as":[4,8,72],"screencasts":[5,20,77,95,123],"have":[6],"emerged":[7],"a":[9,26,74,105],"source":[10,55,97,127,141],"for":[11],"documenting":[12],"requirements":[13],"of":[14,25,41,76,117],"agile":[15],"software":[16,27,52],"projects.":[17],"For":[18],"example,":[19],"can":[21,161],"describe":[22],"buggy":[23],"scenarios":[24],"product,":[28],"or":[29],"present":[30],"new":[31],"features":[32,91],"in":[33,93,120],"an":[34,65],"upcoming":[35],"release.":[36],"Unfortunately,":[37],"the":[38,46,79,90,94,115,133,145],"binary":[39],"format":[40],"videos":[42],"makes":[43],"traceability":[44,87],"between":[45,89],"video":[47],"content":[48],"and":[49,96,151,164],"other":[50],"related":[51],"artifacts":[53],"(e.g.,":[54],"code,":[56],"bug":[57],"reports)":[58],"difficult.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63],"propose":[64],"LDA-based":[66],"feature":[67],"location":[68],"approach":[69,119,134],"that":[70,132,157],"takes":[71],"input":[73],"set":[75],"(i.e.,":[78],"GUI":[80,152],"text":[81],"and/or":[82],"spoken":[83],"words)":[84],"to":[85,113,124,137],"establish":[86],"link":[88],"described":[92],"code":[98,128,142],"fragments":[99],"implementing":[100],"them.":[101],"We":[102,130,154],"report":[103],"on":[104,109],"case":[106],"study":[107],"conducted":[108],"10":[110,147],"WordPress":[111],"screencasts,":[112],"evaluate":[114],"applicability":[116],"our":[118],"linking":[121],"these":[122],"their":[125],"relevant":[126,140],"artifacts.":[129],"find":[131],"is":[135],"able":[136],"successfully":[138],"pinpoint":[139],"files":[143],"at":[144],"top":[146],"hits":[148],"using":[149],"speech":[150],"text.":[153],"also":[155],"found":[156],"term":[158],"frequency":[159],"rebalancing":[160],"reduce":[162],"noise":[163],"yield":[165],"more":[166],"precise":[167],"results.":[168]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}