{"id":"https://openalex.org/W2975007272","doi":"https://doi.org/10.1109/cig.2019.8848091","title":"Reveal-More: Amplifying Human Effort in Quality Assurance Testing Using Automated Exploration","display_name":"Reveal-More: Amplifying Human Effort in Quality Assurance Testing Using Automated Exploration","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2975007272","doi":"https://doi.org/10.1109/cig.2019.8848091","mag":"2975007272"},"language":"en","primary_location":{"id":"doi:10.1109/cig.2019.8848091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2019.8848091","pdf_url":null,"source":{"id":"https://openalex.org/S4306498491","display_name":"2019 IEEE Conference on Games (CoG)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Conference on Games (CoG)","raw_type":"proceedings-article"},"type":"article","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/A5105166476","display_name":"Kenneth Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kenneth Chang","raw_affiliation_strings":["University of California, Santa Cruz, Santa Cruz, CA, USA","University of California Santa Cruz, Santa Cruz, CA USA"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Cruz, Santa Cruz, CA, USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California Santa Cruz, Santa Cruz, CA USA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044050366","display_name":"Batu Aytemiz","orcid":null},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Batu Aytemiz","raw_affiliation_strings":["University of California, Santa Cruz, Santa Cruz, CA, USA","University of California Santa Cruz, Santa Cruz, CA USA"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Cruz, Santa Cruz, CA, USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California Santa Cruz, Santa Cruz, CA USA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055813085","display_name":"Adam M. Smith","orcid":"https://orcid.org/0000-0002-4519-8423"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam M. Smith","raw_affiliation_strings":["University of California, Santa Cruz, Santa Cruz, CA, USA","University of California Santa Cruz, Santa Cruz, CA USA"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Cruz, Santa Cruz, CA, USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California Santa Cruz, Santa Cruz, CA USA","institution_ids":["https://openalex.org/I185103710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5105166476"],"corresponding_institution_ids":["https://openalex.org/I185103710"],"apc_list":null,"apc_paid":null,"fwci":2.1322,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.90295359,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9986000061035156,"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/T11674","display_name":"Sports Analytics and Performance","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9818000197410583,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8328812122344971},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7673598527908325},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.6758527755737305},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6365945339202881},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5951520204544067},{"id":"https://openalex.org/keywords/entertainment","display_name":"Entertainment","score":0.5534178614616394},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.46396198868751526},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16436561942100525},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11556321382522583}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8328812122344971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7673598527908325},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.6758527755737305},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6365945339202881},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5951520204544067},{"id":"https://openalex.org/C512170562","wikidata":"https://www.wikidata.org/wiki/Q173799","display_name":"Entertainment","level":2,"score":0.5534178614616394},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.46396198868751526},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16436561942100525},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11556321382522583},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C2778618615","wikidata":"https://www.wikidata.org/wiki/Q4008393","display_name":"External quality assessment","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cig.2019.8848091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2019.8848091","pdf_url":null,"source":{"id":"https://openalex.org/S4306498491","display_name":"2019 IEEE Conference on Games (CoG)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Conference on Games (CoG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W131069610","https://openalex.org/W1518289491","https://openalex.org/W1526593143","https://openalex.org/W2026151124","https://openalex.org/W2028208918","https://openalex.org/W2045531194","https://openalex.org/W2126316555","https://openalex.org/W2145339207","https://openalex.org/W2171494278","https://openalex.org/W2218319575","https://openalex.org/W2578206533","https://openalex.org/W2754517384","https://openalex.org/W2763498325","https://openalex.org/W2765692642","https://openalex.org/W2789119104","https://openalex.org/W2789184669","https://openalex.org/W2792893218","https://openalex.org/W2885453758","https://openalex.org/W2885550588","https://openalex.org/W2903594768","https://openalex.org/W2914261249","https://openalex.org/W2953091398","https://openalex.org/W2963120839","https://openalex.org/W2963369679","https://openalex.org/W6605295560","https://openalex.org/W6631004227","https://openalex.org/W6631323166","https://openalex.org/W6656937166","https://openalex.org/W6684978684","https://openalex.org/W6688819142","https://openalex.org/W6731982132","https://openalex.org/W6744123322","https://openalex.org/W6753760695","https://openalex.org/W6753925943","https://openalex.org/W6756579311","https://openalex.org/W6758978475"],"related_works":["https://openalex.org/W4383498205","https://openalex.org/W2081035100","https://openalex.org/W3206324740","https://openalex.org/W2497175360","https://openalex.org/W2335756268","https://openalex.org/W3092555954","https://openalex.org/W2377157388","https://openalex.org/W2147783220","https://openalex.org/W1992739118","https://openalex.org/W2363609591"],"abstract_inverted_index":{"Attempting":[0],"to":[1,53,68,75,108,131],"maximize":[2],"coverage":[3,56],"of":[4,23,57,66,125],"a":[5,58,80,116],"game":[6,59],"via":[7],"human":[8,62,70,81,103,126],"gameplay":[9],"is":[10],"laborious":[11],"and":[12,98,104,127],"repetitive,":[13],"introducing":[14],"delays":[15],"in":[16,33],"the":[17,21,34,77,90,96,123,132],"development":[18],"process.":[19],"Despite":[20],"importance":[22],"quality":[24],"assurance":[25],"(QA)":[26],"testing,":[27],"QA":[28,71,117],"remains":[29],"an":[30],"underinvested":[31],"area":[32],"technical":[35],"games":[36,88],"research":[37],"community.":[38],"In":[39],"this":[40],"paper,":[41],"we":[42,73],"show":[43],"that":[44,79,120],"relatively":[45],"simple":[46],"automatic":[47],"exploration":[48],"techniques":[49],"can":[50,83],"be":[51],"used":[52],"multiplicatively":[54],"amplify":[55],"starting":[60],"from":[61],"tester":[63,82],"data.":[64],"Instead":[65],"attempting":[67],"displace":[69],"efforts,":[72],"seek":[74],"grow":[76],"impact":[78],"make.":[84],"Experiments":[85],"with":[86,122],"two":[87],"for":[89],"Super":[91],"Nintendo":[92],"Entertainment":[93],"System":[94],"highlight":[95],"qualitative":[97],"quantitative":[99],"differences":[100],"between":[101],"isolated":[102],"machine":[105,128],"play":[106],"compared":[107],"our":[109],"hybrid":[110],"approach":[111],"called":[112],"Reveal-More.":[113],"We":[114],"contribute":[115],"testing":[118],"workflow":[119],"scales":[121],"amount":[124],"time":[129],"allocated":[130],"effort.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
