{"id":"https://openalex.org/W2964084789","doi":"https://doi.org/10.1109/glocom.2017.8254426","title":"Topic-Based Integrator Matching for Pull Request","display_name":"Topic-Based Integrator Matching for Pull Request","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2964084789","doi":"https://doi.org/10.1109/glocom.2017.8254426","mag":"2964084789"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2017.8254426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2017.8254426","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2017 - 2017 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://researchonline.gcu.ac.uk/en/publications/de333136-1792-4422-ba17-5d59b9045f64","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039343813","display_name":"Zhifang Liao","orcid":"https://orcid.org/0000-0002-5525-904X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifang Liao","raw_affiliation_strings":["Department of Software Engineering, Central South University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673049","display_name":"Yanbing Li","orcid":"https://orcid.org/0000-0003-3782-9210"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbing Li","raw_affiliation_strings":["Department of Software Engineering, Central South University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100876507","display_name":"HE Da-yu","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dayu He","raw_affiliation_strings":["Department of Software Engineering, Central South University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029265765","display_name":"Jinsong Wu","orcid":"https://orcid.org/0000-0003-4720-5946"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Jinsong Wu","raw_affiliation_strings":["Department of Electrical Engineering, Universidad de Chile, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Universidad de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065115694","display_name":"Yan Zhang","orcid":"https://orcid.org/0009-0003-8818-8035"},"institutions":[{"id":"https://openalex.org/I195939026","display_name":"Glasgow Caledonian University","ror":"https://ror.org/03dvm1235","country_code":"GB","type":"education","lineage":["https://openalex.org/I195939026"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["Department of Computer, Communication and Interactive System, Glasgow Caledonian University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer, Communication and Interactive System, Glasgow Caledonian University, UK","institution_ids":["https://openalex.org/I195939026"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024785057","display_name":"Xiaoping Fan","orcid":"https://orcid.org/0000-0003-0172-4070"},"institutions":[{"id":"https://openalex.org/I4210150398","display_name":"Hunan University of Finance and Economics","ror":"https://ror.org/04askxv05","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210150398"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Fan","raw_affiliation_strings":["Hunan University of Finance and Economics, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Finance and Economics, China","institution_ids":["https://openalex.org/I4210150398"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9940999746322632,"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/integrator","display_name":"Integrator","score":0.9460800886154175},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7336158752441406},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6379553079605103},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.4846058785915375},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.48436054587364197},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45985299348831177},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.45087429881095886},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.435954749584198},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4274396598339081},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.4241955876350403},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.35489755868911743},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32252246141433716},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3177648186683655},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09344533085823059},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07414254546165466}],"concepts":[{"id":"https://openalex.org/C79518650","wikidata":"https://www.wikidata.org/wiki/Q2081431","display_name":"Integrator","level":3,"score":0.9460800886154175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7336158752441406},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6379553079605103},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.4846058785915375},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.48436054587364197},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45985299348831177},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.45087429881095886},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.435954749584198},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4274396598339081},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.4241955876350403},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.35489755868911743},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32252246141433716},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3177648186683655},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09344533085823059},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07414254546165466},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/glocom.2017.8254426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2017.8254426","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2017 - 2017 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:researchonline.gcu.ac.uk:openaire/de333136-1792-4422-ba17-5d59b9045f64","is_oa":true,"landing_page_url":"https://researchonline.gcu.ac.uk/en/publications/de333136-1792-4422-ba17-5d59b9045f64","pdf_url":null,"source":{"id":"https://openalex.org/S4306402566","display_name":"ResearchOnline (Glasgow Caledonian University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I195939026","host_organization_name":"Glasgow Caledonian University","host_organization_lineage":["https://openalex.org/I195939026"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Liao, Z, Li, Y, He, D, Wu, J, Zhang, Y & Fan, X 2018, Topic-based integrator matching for pull request. in GLOBECOM 2017 IEEE Global Communications Conference. IEEE, pp. 1-6. https://doi.org/10.1109/GLOCOM.2017.8254426","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:researchonline.gcu.ac.uk:openaire/de333136-1792-4422-ba17-5d59b9045f64","is_oa":true,"landing_page_url":"https://researchonline.gcu.ac.uk/en/publications/de333136-1792-4422-ba17-5d59b9045f64","pdf_url":null,"source":{"id":"https://openalex.org/S4306402566","display_name":"ResearchOnline (Glasgow Caledonian University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I195939026","host_organization_name":"Glasgow Caledonian University","host_organization_lineage":["https://openalex.org/I195939026"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Liao, Z, Li, Y, He, D, Wu, J, Zhang, Y & Fan, X 2018, Topic-based integrator matching for pull request. in GLOBECOM 2017 IEEE Global Communications Conference. IEEE, pp. 1-6. https://doi.org/10.1109/GLOCOM.2017.8254426","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4000000059604645}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323512","display_name":"Buddhist Tzu Chi Medical Foundation","ror":"https://ror.org/04rbvc675"},{"id":"https://openalex.org/F4320335880","display_name":"Fundamental Research Funds for Central Universities of the Central South University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1592081868","https://openalex.org/W1819759706","https://openalex.org/W1880262756","https://openalex.org/W1963578450","https://openalex.org/W1992105838","https://openalex.org/W1994598608","https://openalex.org/W2030913237","https://openalex.org/W2040915209","https://openalex.org/W2063132864","https://openalex.org/W2094052362","https://openalex.org/W2110499955","https://openalex.org/W2116228345","https://openalex.org/W2134731454","https://openalex.org/W2139092060","https://openalex.org/W2146950091","https://openalex.org/W2168248828","https://openalex.org/W2323024575","https://openalex.org/W4251460506","https://openalex.org/W6639619044"],"related_works":["https://openalex.org/W4376877853","https://openalex.org/W1493891899","https://openalex.org/W4250928611","https://openalex.org/W2113128227","https://openalex.org/W2491403535","https://openalex.org/W632256878","https://openalex.org/W2104915799","https://openalex.org/W3123068371","https://openalex.org/W4211197663","https://openalex.org/W4311938462"],"abstract_inverted_index":{"Pull":[0],"Request":[1],"(PR)":[2],"is":[3,18],"the":[4,11,29,43,81,92,99,116,124,128],"main":[5],"method":[6],"for":[7,37],"code":[8],"contributions":[9],"from":[10],"external":[12],"contributors":[13],"in":[14,57],"GitHub.":[15,58],"PR":[16,36,44,49,129],"review":[17],"an":[19,38],"essential":[20],"part":[21],"of":[22,31,91,95],"open":[23],"source":[24],"software":[25],"developments":[26],"to":[27,73,83,115],"maintain":[28],"quality":[30],"software.":[32],"Matching":[33,70],"a":[34,67,107],"new":[35],"appropriate":[39],"integrator":[40,51,82],"will":[41],"make":[42,60],"reviewing":[45],"more":[46,63],"effective.":[47],"However,":[48],"and":[50,103,112,120],"matching":[52],"are":[53],"now":[54],"organized":[55],"manually":[56],"To":[59,97],"this":[61],"process":[62],"efficient,":[64],"we":[65],"propose":[66],"Topic-based":[68],"Integrator":[69],"Algorithm":[71],"(TIMA)":[72],"predict":[74],"highly":[75],"relevant":[76],"collaborators(the":[77],"core":[78],"developers)":[79],"as":[80,127],"incoming":[84],"PRs":[85],".":[86],"TIMA":[87,105,122],"takes":[88],"full":[89],"advantage":[90],"textual":[93],"semantics":[94],"PRs.":[96],"define":[98],"relationships":[100],"between":[101,118],"topics":[102,119],"collaborators,":[104,121],"builds":[106],"relation":[108],"matrix":[109],"about":[110],"topic":[111],"collaborators.":[113],"According":[114],"relevance":[117],"matches":[123],"suitable":[125],"collaborators":[126],"integrator.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
