{"id":"https://openalex.org/W2546750171","doi":"https://doi.org/10.1145/2950290.2983958","title":"Automated test input generation for Android: are we really there yet in an industrial case?","display_name":"Automated test input generation for Android: are we really there yet in an industrial case?","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2546750171","doi":"https://doi.org/10.1145/2950290.2983958","mag":"2546750171"},"language":"en","primary_location":{"id":"doi:10.1145/2950290.2983958","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2950290.2983958","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2983958&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2983958&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113789363","display_name":"Xia Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Zeng","raw_affiliation_strings":["Tencent, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031128531","display_name":"Deng\u2010Feng Li","orcid":"https://orcid.org/0000-0002-4963-4181"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dengfeng Li","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034586359","display_name":"Wujie Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wujie Zheng","raw_affiliation_strings":["Tencent, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080952859","display_name":"Fan Xia","orcid":"https://orcid.org/0000-0002-4013-8173"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Xia","raw_affiliation_strings":["Tencent, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060932650","display_name":"Yuetang Deng","orcid":"https://orcid.org/0009-0003-7060-4109"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuetang Deng","raw_affiliation_strings":["Tencent, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036039220","display_name":"Wing Lam","orcid":"https://orcid.org/0000-0003-2243-1218"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wing Lam","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100613524","display_name":"Wei Yang","orcid":"https://orcid.org/0000-0002-5338-7347"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Yang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048118068","display_name":"Tao Xie","orcid":"https://orcid.org/0000-0002-6731-216X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Xie","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":103,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"987","last_page":"992"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/android","display_name":"Android (operating system)","score":0.7880484461784363},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.7389841079711914},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6744593381881714},{"id":"https://openalex.org/keywords/android-application","display_name":"Android application","score":0.4332464933395386},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43157297372817993},{"id":"https://openalex.org/keywords/android-app","display_name":"Android app","score":0.42134347558021545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3662189245223999},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34025394916534424},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3206557333469391},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09226354956626892},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0674288272857666}],"concepts":[{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.7880484461784363},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.7389841079711914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6744593381881714},{"id":"https://openalex.org/C3017891749","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android application","level":3,"score":0.4332464933395386},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43157297372817993},{"id":"https://openalex.org/C2988045736","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android app","level":3,"score":0.42134347558021545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3662189245223999},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34025394916534424},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3206557333469391},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09226354956626892},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0674288272857666},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2950290.2983958","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2950290.2983958","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2983958&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2950290.2983958","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2950290.2983958","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2983958&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2029602902","display_name":"CAREER: Cooperative Developer Testing with Test Intentions","funder_award_id":"1434596","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3166573887","display_name":"SHF: Medium: Collaborative Research: Improved Performance Testing and Debugging","funder_award_id":"1409423","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3347738032","display_name":"CSR: Medium: Augmenting Logs with Static Analysis and Symbolic Execution","funder_award_id":"1564274","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3730466571","display_name":"TWC: Medium: Collaborative: Improving Mobile-Application Security via Text Analytics","funder_award_id":"1513939","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5483848883","display_name":"TWC: Small: Collaborative: Similary-Based Program Analyses for Eliminating Vulnerabilities","funder_award_id":"1434582","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G567814239","display_name":null,"funder_award_id":"CCF-1409423","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6510274926","display_name":null,"funder_award_id":"CCF-1434596","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7724382008","display_name":null,"funder_award_id":"CNS-1513939","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8257084092","display_name":null,"funder_award_id":"CNS-1434582","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2546750171.pdf","grobid_xml":"https://content.openalex.org/works/W2546750171.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W176206521","https://openalex.org/W2013856010","https://openalex.org/W2055703785","https://openalex.org/W2091932246","https://openalex.org/W2161963160","https://openalex.org/W2164170598","https://openalex.org/W2227887088","https://openalex.org/W2242463216"],"related_works":["https://openalex.org/W2506128599","https://openalex.org/W2520845455","https://openalex.org/W4298063370","https://openalex.org/W4253505977","https://openalex.org/W4299620683","https://openalex.org/W3210610514","https://openalex.org/W4241298517","https://openalex.org/W3101280543","https://openalex.org/W2485687302","https://openalex.org/W2945167792"],"abstract_inverted_index":{"Given":[0],"the":[1,22,31,34,42,45,64,84,107],"ever":[2],"increasing":[3],"number":[4],"of":[5,30,33,41,55,63,78,89,127],"research":[6,65],"tools":[7,66],"to":[8,12,123,143],"automatically":[9],"generate":[10],"inputs":[11],"test":[13],"Android":[14],"applications":[15],"(or":[16],"simply":[17],"apps),":[18],"researchers":[19,46],"recently":[20],"asked":[21],"question":[23],"\"Are":[24],"we":[25,73,82,118],"there":[26],"yet?\"":[27],"(in":[28],"terms":[29],"practicality":[32],"tools).":[35],"By":[36],"conducting":[37],"an":[38,114],"empirical":[39,108,138],"study":[40,88],"various":[43],"tools,":[44],"found":[47],"that":[48,67,79],"Monkey":[49,91,128,145],"(the":[50],"most":[51],"widely":[52],"used":[53],"tool":[54],"this":[56,71],"category":[57],"in":[58,113],"industrial":[59,86,115],"practices)":[60],"outperformed":[61],"all":[62],"they":[68],"studied.":[69],"In":[70],"paper,":[72],"present":[74],"two":[75],"significant":[76],"extensions":[77],"study.":[80],"First,":[81],"conduct":[83],"first":[85],"case":[87],"applying":[90],"against":[92],"WeChat,":[93],"a":[94,120],"popular":[95],"messenger":[96],"app":[97],"with":[98,137],"over":[99,134],"762":[100],"million":[101],"monthly":[102],"active":[103],"users,":[104],"and":[105,129,146],"report":[106],"findings":[109],"on":[110],"Monkey's":[111],"limitations":[112,126],"setting.":[116],"Second,":[117],"develop":[119],"new":[121],"approach":[122],"address":[124],"major":[125],"accomplish":[130],"substantial":[131],"code-coverage":[132],"improvements":[133],"Monkey,":[135],"along":[136],"insights":[139],"for":[140],"future":[141],"enhancements":[142],"both":[144],"our":[147],"approach.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}