{"id":"https://openalex.org/W4387007192","doi":"https://doi.org/10.1145/3603165.3607442","title":"Attention Paper: How Generative AI Reshapes Digital Shadow Industry?","display_name":"Attention Paper: How Generative AI Reshapes Digital Shadow Industry?","publication_year":2023,"publication_date":"2023-07-28","ids":{"openalex":"https://openalex.org/W4387007192","doi":"https://doi.org/10.1145/3603165.3607442"},"language":"en","primary_location":{"id":"doi:10.1145/3603165.3607442","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603165.3607442","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Turing Award Celebration Conference - China 2023","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/A5062965313","display_name":"Qichao Wang","orcid":"https://orcid.org/0000-0003-2482-6256"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"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":true,"raw_author_name":"Qichao Wang","raw_affiliation_strings":["AI Lab, Tencent, China and School of Computer Science and Engineering, Sun Yat-sen University, China"],"affiliations":[{"raw_affiliation_string":"AI Lab, Tencent, China and School of Computer Science and Engineering, Sun Yat-sen University, China","institution_ids":["https://openalex.org/I2250653659","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102883992","display_name":"Huan Ma","orcid":"https://orcid.org/0009-0000-4448-9897"},"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"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Ma","raw_affiliation_strings":["Tencent AI Lab, China and College of Intelligence and Computing, Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"Tencent AI Lab, China and College of Intelligence and Computing, Tianjin University, China","institution_ids":["https://openalex.org/I2250653659","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009915433","display_name":"Wentao Wei","orcid":"https://orcid.org/0000-0002-4575-6632"},"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":"Wentao Wei","raw_affiliation_strings":["Tencent, China"],"affiliations":[{"raw_affiliation_string":"Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100724756","display_name":"Hangyu Li","orcid":"https://orcid.org/0000-0002-9659-3634"},"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":"Hangyu Li","raw_affiliation_strings":["Tencent, China"],"affiliations":[{"raw_affiliation_string":"Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109778678","display_name":"Changqing Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changqing Zhang","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015991234","display_name":"Peilin Zhao","orcid":"https://orcid.org/0000-0001-8543-3953"},"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":"Peilin Zhao","raw_affiliation_strings":["AI Lab, Tencent, China"],"affiliations":[{"raw_affiliation_string":"AI Lab, Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005121601","display_name":"Zhao Zhao","orcid":"https://orcid.org/0000-0002-9125-9223"},"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":"Binwen Zhao","raw_affiliation_strings":["Tencent, China"],"affiliations":[{"raw_affiliation_string":"Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102937591","display_name":"Bo Hu","orcid":"https://orcid.org/0000-0003-4931-6324"},"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":"Bo Hu","raw_affiliation_strings":["Tencent, China"],"affiliations":[{"raw_affiliation_string":"Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066610602","display_name":"Shu Zhang","orcid":"https://orcid.org/0009-0000-2223-5706"},"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":"Shu Zhang","raw_affiliation_strings":["Tencent, China"],"affiliations":[{"raw_affiliation_string":"Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040323946","display_name":"Bingzhe Wu","orcid":"https://orcid.org/0000-0001-9598-7642"},"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":"Bingzhe Wu","raw_affiliation_strings":["AI Lab, Tencent, China"],"affiliations":[{"raw_affiliation_string":"AI Lab, Tencent, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101503997","display_name":"Liang Chen","orcid":"https://orcid.org/0000-0003-3197-1435"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5062965313"],"corresponding_institution_ids":["https://openalex.org/I157773358","https://openalex.org/I2250653659"],"apc_list":null,"apc_paid":null,"fwci":0.9189,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80251217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"143","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9962999820709229,"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/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9962999820709229,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9896000027656555,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9851999878883362,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/shadow","display_name":"Shadow (psychology)","score":0.7775881290435791},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7550157308578491},{"id":"https://openalex.org/keywords/midstream","display_name":"Midstream","score":0.5560396313667297},{"id":"https://openalex.org/keywords/upstream","display_name":"Upstream (networking)","score":0.54462069272995},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4775586724281311},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.46863341331481934},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4667319059371948},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4543565511703491},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4243607521057129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37917184829711914},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18167966604232788},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1673114001750946},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15019682049751282},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12654703855514526}],"concepts":[{"id":"https://openalex.org/C117797892","wikidata":"https://www.wikidata.org/wiki/Q286363","display_name":"Shadow (psychology)","level":2,"score":0.7775881290435791},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7550157308578491},{"id":"https://openalex.org/C2776941364","wikidata":"https://www.wikidata.org/wiki/Q9751533","display_name":"Midstream","level":3,"score":0.5560396313667297},{"id":"https://openalex.org/C191172861","wikidata":"https://www.wikidata.org/wiki/Q7899321","display_name":"Upstream (networking)","level":2,"score":0.54462069272995},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4775586724281311},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.46863341331481934},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4667319059371948},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4543565511703491},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4243607521057129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37917184829711914},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18167966604232788},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1673114001750946},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15019682049751282},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12654703855514526},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C2987168347","wikidata":"https://www.wikidata.org/wiki/Q22656","display_name":"Crude oil","level":2,"score":0.0},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3603165.3607442","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603165.3607442","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Turing Award Celebration Conference - China 2023","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W3199116577","https://openalex.org/W3203135439"],"related_works":["https://openalex.org/W2610011880","https://openalex.org/W4387436100","https://openalex.org/W4298004968","https://openalex.org/W2996150194","https://openalex.org/W2521693053","https://openalex.org/W2282219576","https://openalex.org/W2802773361","https://openalex.org/W2025582374","https://openalex.org/W2971453217","https://openalex.org/W3123861683"],"abstract_inverted_index":{"The":[0,44,150],"rapid":[1],"development":[2,59],"of":[3,11,46,60,104,124,129,137],"digital":[4,29],"economy":[5],"has":[6,49,71],"led":[7],"to":[8,79,98,108,111,119],"the":[9,58,102,112,125,154,168],"emergence":[10],"various":[12],"black":[13,73],"and":[14,26,41,68,74,82,86,107,127,134,140,163],"shadow":[15,75,156],"internet":[16],"industries,":[17],"which":[18],"pose":[19],"potential":[20],"risks":[21,100],"that":[22,33],"can":[23],"be":[24],"identified":[25],"managed":[27],"through":[28],"risk":[30,114,147],"management":[31],"(DRM)":[32],"uses":[34],"different":[35],"techniques":[36,157],"such":[37,65],"as":[38,66],"machine":[39],"learning":[40],"deep":[42],"learning.":[43],"evolution":[45],"DRM":[47,96,170],"architecture":[48],"been":[50],"driven":[51],"by":[52,159],"changes":[53],"in":[54],"data":[55,81,105],"forms.":[56],"However,":[57],"AI-generated":[61],"content":[62],"(AIGC)":[63],"technology,":[64],"ChatGPT":[67],"Stable":[69],"Diffusion,":[70],"given":[72],"industries":[76,139],"powerful":[77],"tools":[78],"personalize":[80],"generate":[83],"realistic":[84],"images":[85],"conversations":[87],"for":[88,95,144,166],"fraudulent":[89],"activities.":[90],"This":[91,116],"poses":[92],"a":[93,121],"challenge":[94],"systems":[97],"control":[99,148],"from":[101,131],"source":[103],"generation":[106],"respond":[109],"quickly":[110],"fast-changing":[113],"environment.":[115],"paper":[117,151],"aims":[118],"provide":[120,164],"technical":[122],"analysis":[123],"challenges":[126],"opportunities":[128],"AIGC":[130],"upstream,":[132],"midstream,":[133],"downstream":[135],"paths":[136],"black/shadow":[138],"suggest":[141],"future":[142],"directions":[143],"improving":[145],"existing":[146],"systems.":[149],"will":[152],"explore":[153],"new":[155],"triggered":[158],"generative":[160],"AI":[161],"technology":[162],"insights":[165],"building":[167],"next-generation":[169],"system.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
