{"id":"https://openalex.org/W4220850522","doi":"https://doi.org/10.1145/3524842.3528032","title":"Empirical standards for repository mining","display_name":"Empirical standards for repository mining","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4220850522","doi":"https://doi.org/10.1145/3524842.3528032"},"language":"en","primary_location":{"id":"doi:10.1145/3524842.3528032","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524842.3528032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Mining Software Repositories","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2203.15950","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049106181","display_name":"Preetha Chatterjee","orcid":"https://orcid.org/0000-0003-3057-7807"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Preetha Chatterjee","raw_affiliation_strings":["Drexel University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Drexel University","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023044082","display_name":"Tushar Sharma","orcid":"https://orcid.org/0000-0002-0538-052X"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tushar Sharma","raw_affiliation_strings":["Dalhousie University, Halifax, NS, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalhousie University, Halifax, NS, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036483230","display_name":"Paul Ralph","orcid":"https://orcid.org/0000-0002-7411-0857"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paul Ralph","raw_affiliation_strings":["Dalhousie University, Halifax, NS, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalhousie University, Halifax, NS, Canada","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2747,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83401986,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"142","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9973999857902527,"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":0.9973999857902527,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.7089020609855652},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.6996904611587524},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.667133092880249},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6544350385665894},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.5864027738571167},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.558729350566864},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48795098066329956},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33843445777893066}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7089020609855652},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.6996904611587524},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.667133092880249},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6544350385665894},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.5864027738571167},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.558729350566864},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48795098066329956},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33843445777893066},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3524842.3528032","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524842.3528032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Mining Software Repositories","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2203.15950","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.15950","pdf_url":"https://arxiv.org/pdf/2203.15950","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2203.15950","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.15950","pdf_url":"https://arxiv.org/pdf/2203.15950","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2890801208","https://openalex.org/W3023468469","https://openalex.org/W3126633874","https://openalex.org/W3134402730","https://openalex.org/W3176225318"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4252678288","https://openalex.org/W4254065731","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W4237782192","https://openalex.org/W2913177154","https://openalex.org/W4235131201","https://openalex.org/W2917701982"],"abstract_inverted_index":{"The":[0,118],"purpose":[1],"of":[2,11,45,59,67,91,129,137],"scholarly":[3],"peer":[4,20,68],"review":[5,21],"is":[6],"to":[7,32,107,112],"evaluate":[8],"the":[9,57,63,73,87,92,99,116,130,138],"quality":[10,58,88],"scientific":[12,39],"manuscripts.":[13],"However,":[14,82],"study":[15,17,47],"after":[16],"demonstrates":[18],"that":[19,50],"neither":[22],"effectively":[23],"nor":[24],"reliably":[25],"assesses":[26],"research":[27,60],"quality.":[28],"Empirical":[29],"standards":[30,74,132],"attempt":[31],"address":[33],"this":[34],"problem":[35],"by":[36],"modelling":[37],"a":[38],"community's":[40],"expectations":[41],"for":[42,102,146],"each":[43],"kind":[44],"empirical":[46,100,131],"conducted":[48],"in":[49,75],"community.":[51],"This":[52,94],"should":[53],"enhance":[54],"not":[55],"only":[56],"but":[61],"also":[62],"reliability":[64],"and":[65,79,89,111,144],"predictability":[66],"review,":[69],"as":[70],"scientists":[71],"adopt":[72],"both":[76,106],"their":[77],"researcher":[78],"reviewer":[80],"roles.":[81],"these":[83],"improvements":[84],"depend":[85],"on":[86],"adoption":[90],"standards.":[93],"tutorial":[95,119],"will":[96,120],"therefore":[97],"present":[98],"standard":[101],"mining":[103,140],"software":[104],"repositories,":[105],"communicate":[108],"its":[109],"contents":[110],"get":[113],"feedback":[114],"from":[115],"attendees.":[117],"be":[121],"organized":[122],"into":[123],"three":[124],"parts:":[125],"(1)":[126],"brief":[127],"overview":[128],"project;":[133],"(2)":[134],"detailed":[135],"presentation":[136],"repository":[139],"standard;":[141],"(3)":[142],"discussion":[143],"suggestions":[145],"improvement.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}