{"id":"https://openalex.org/W4400440050","doi":"https://doi.org/10.1145/3660829.3660837","title":"Faster Feedback with AI? A Test Prioritization Study","display_name":"Faster Feedback with AI? A Test Prioritization Study","publication_year":2024,"publication_date":"2024-03-11","ids":{"openalex":"https://openalex.org/W4400440050","doi":"https://doi.org/10.1145/3660829.3660837"},"language":"en","primary_location":{"id":"doi:10.1145/3660829.3660837","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3660829.3660837","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":"Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3660829.3660837","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026483529","display_name":"Toni Mattis","orcid":"https://orcid.org/0000-0001-7024-9838"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Toni Mattis","raw_affiliation_strings":["Hasso Plattner Institute, Germany and University of Potsdam, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7024-9838","affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Germany and University of Potsdam, Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092103181","display_name":"Lukas B\u00f6hme","orcid":"https://orcid.org/0000-0002-3065-6997"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas B\u00f6hme","raw_affiliation_strings":["Hasso Plattner Institute, Germany and University of Potsdam, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3065-6997","affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Germany and University of Potsdam, Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075123361","display_name":"Eva Krebs","orcid":"https://orcid.org/0000-0002-9089-7784"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eva Krebs","raw_affiliation_strings":["Hasso Plattner Institute, Germany and University of Potsdam, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9089-7784","affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Germany and University of Potsdam, Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045127387","display_name":"Martin Rinard","orcid":"https://orcid.org/0000-0001-8095-8523"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin C. Rinard","raw_affiliation_strings":["CSAIL, Massachusetts Institute of Technology, USA"],"raw_orcid":"https://orcid.org/0000-0001-8095-8523","affiliations":[{"raw_affiliation_string":"CSAIL, Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079160871","display_name":"Robert Hirschfeld","orcid":"https://orcid.org/0000-0002-4249-6003"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Hirschfeld","raw_affiliation_strings":["Hasso Plattner Institute, Germany and University of Potsdam, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4249-6003","affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Germany and University of Potsdam, Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7431,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72233491,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"32","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"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":0.9954000115394592,"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/T10260","display_name":"Software Engineering Research","score":0.9952999949455261,"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/prioritization","display_name":"Prioritization","score":0.774459958076477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7195401191711426},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.6949728727340698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37818658351898193},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35019630193710327},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.34222540259361267},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1413387954235077},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.1060381531715393}],"concepts":[{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.774459958076477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7195401191711426},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.6949728727340698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37818658351898193},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35019630193710327},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.34222540259361267},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1413387954235077},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.1060381531715393},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3660829.3660837","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3660829.3660837","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":"Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/155934","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/155934","pdf_url":"https://dspace.mit.edu/bitstream/1721.1/155934/1/3660829.3660837.pdf","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Association for Computing Machinery","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"doi:10.1145/3660829.3660837","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3660829.3660837","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":"Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2002585698","https://openalex.org/W2034553498","https://openalex.org/W2099137702","https://openalex.org/W3087273879","https://openalex.org/W3089854626","https://openalex.org/W3194002523","https://openalex.org/W4205786399","https://openalex.org/W4234850954","https://openalex.org/W4386185625"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Feedback":[0],"during":[1],"programming":[2],"is":[3,37],"desirable,":[4],"but":[5],"its":[6],"usefulness":[7],"depends":[8],"on":[9,28],"immediacy":[10],"and":[11,17,40],"relevance":[12],"to":[13,22],"the":[14],"task.":[15],"Unit":[16],"regression":[18],"testing":[19],"are":[20,45],"practices":[21],"ensure":[23],"programmers":[24],"can":[25],"obtain":[26],"feedback":[27],"their":[29],"changes;":[30],"however,":[31],"running":[32],"a":[33,42],"large":[34],"test":[35],"suite":[36],"rarely":[38],"fast,":[39],"only":[41],"few":[43],"results":[44],"relevant.":[46]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}