{"id":"https://openalex.org/W4417354713","doi":"https://doi.org/10.1145/3756681.3756961","title":"Not One to Rule Them All: Mining Meaningful Code Review Orders From GitHub","display_name":"Not One to Rule Them All: Mining Meaningful Code Review Orders From GitHub","publication_year":2025,"publication_date":"2025-06-17","ids":{"openalex":"https://openalex.org/W4417354713","doi":"https://doi.org/10.1145/3756681.3756961"},"language":"en","primary_location":{"id":"doi:10.1145/3756681.3756961","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3756681.3756961","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3756681.3756961","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006678871","display_name":"Abir Bouraffa","orcid":"https://orcid.org/0000-0002-0980-625X"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Abir Bouraffa","raw_affiliation_strings":["University of Hamburg, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069788303","display_name":"Carolin Brandt","orcid":"https://orcid.org/0000-0001-7623-1970"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Carolin Brandt","raw_affiliation_strings":["TU Delft, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"TU Delft, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120813437","display_name":"Andy Zaidmann","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Andy Zaidman","raw_affiliation_strings":["TU Delft, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"TU Delft, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025426825","display_name":"Walid Maalej","orcid":"https://orcid.org/0000-0002-6899-4393"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Walid Maalej","raw_affiliation_strings":["University of Hamburg, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006678871"],"corresponding_institution_ids":["https://openalex.org/I159176309"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.5278647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"349","last_page":"359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.8985000252723694,"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":0.8985000252723694,"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":0.024900000542402267,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.0142000000923872,"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/python","display_name":"Python (programming language)","score":0.6705999970436096},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.590499997138977},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5336999893188477},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.45559999346733093},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.3982999920845032},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.38530001044273376}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7552000284194946},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6705999970436096},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.590499997138977},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5551000237464905},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5336999893188477},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.45559999346733093},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4535999894142151},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.3982999920845032},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.38530001044273376},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3587999939918518},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.35370001196861267},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3458000123500824},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30820000171661377},{"id":"https://openalex.org/C2988963302","wikidata":"https://www.wikidata.org/wiki/Q629206","display_name":"Program code","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.27480000257492065},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.26899999380111694},{"id":"https://openalex.org/C139968098","wikidata":"https://www.wikidata.org/wiki/Q3055454","display_name":"Development environment","level":2,"score":0.26649999618530273},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3756681.3756961","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3756681.3756961","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2506.10654","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2506.10654","pdf_url":"https://arxiv.org/pdf/2506.10654","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"doi:10.1145/3756681.3756961","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3756681.3756961","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Developers":[0],"use":[1],"tools":[2],"such":[3],"as":[4],"GitHub":[5,71],"pull":[6,52,61,92,103,132,141,200],"requests":[7,62,142],"to":[8,72,130,145,152,165,207],"review":[9,57],"code,":[10],"discuss":[11],"proposed":[12],"changes,":[13],"and":[14,67,135,137,148],"request":[15],"modifications.":[16],"While":[17],"changed":[18],"files":[19,150,164,168],"are":[20,204],"commonly":[21],"presented":[22],"in":[23,51,63,76,97,123,172],"alphabetical":[24],"order,":[25,118],"this":[26],"does":[27],"not":[28],"necessarily":[29],"coincide":[30],"with":[31],"the":[32,40,74,78,82,94,124,127,131,160,189],"reviewer\u2019s":[33],"preferred":[34],"navigation":[35,42],"sequence.":[36],"This":[37],"study":[38],"investigates":[39],"different":[41],"orders":[43],"developers":[44],"follow":[45],"while":[46],"commenting":[47],"on":[48,70,81,184],"changes":[49,144],"submitted":[50,83,167],"requests.":[53],"We":[54,156],"mined":[55],"code":[56,195],"comments":[58],"from":[59,182],"23,241":[60],"100":[64],"popular":[65],"Java":[66],"Python":[68],"repositories":[69],"analyze":[73],"order":[75,125],"which":[77,176],"reviewers":[79,95,203],"commented":[80,122],"changes.":[84],"Our":[85,186],"analysis":[86],"shows":[87],"that":[88,159],"for":[89,191,198],"44.6%":[90],"of":[91,108,126,140,162],"requests,":[93,104,201],"comment":[96],"a":[98,115,153,214],"non-alphabetical":[99],"order.":[100,155,217],"Among":[101],"these":[102],"we":[105],"identified":[106],"traces":[107],"alternative":[109],"meaningful":[110],"orders:":[111],"20.6%":[112],"(2,134)":[113],"followed":[114],"largest-diff":[116],"first":[117],"17.6%":[119],"(1,827)":[120],"were":[121],"files\u2019":[128],"similarity":[129],"request\u2019s":[133],"title":[134],"description,":[136],"29%":[138],"(1,188)":[139],"containing":[143],"both":[146],"production":[147],"test":[149],"adhered":[151],"test-first":[154],"also":[157,177],"observed":[158],"proportion":[161],"reviewed":[163],"total":[166],"was":[169],"significantly":[170],"higher":[171],"non-alphabetically":[173],"ordered":[174],"reviews,":[175,196],"received":[178],"slightly":[179],"fewer":[180],"approvals":[181],"reviewers,":[183],"average.":[185],"findings":[187],"highlight":[188],"need":[190],"additional":[192],"support":[193],"during":[194],"particularly":[197],"larger":[199],"where":[202],"more":[205],"likely":[206],"adopt":[208],"complex":[209],"strategies":[210],"rather":[211],"than":[212],"following":[213],"single":[215],"predefined":[216]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
