{"id":"https://openalex.org/W4415480649","doi":"https://doi.org/10.1145/3704413.3764430","title":"Online Contract Design for Creator Economy in the Era of GenAI","display_name":"Online Contract Design for Creator Economy in the Era of GenAI","publication_year":2025,"publication_date":"2025-10-23","ids":{"openalex":"https://openalex.org/W4415480649","doi":"https://doi.org/10.1145/3704413.3764430"},"language":null,"primary_location":{"id":"doi:10.1145/3704413.3764430","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3704413.3764430","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3704413.3764430","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-sixth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3704413.3764430","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109768931","display_name":"Yumou Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yumou Liu","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China","The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087120799","display_name":"Zhenzhe Zheng","orcid":"https://orcid.org/0000-0002-5094-5331"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenzhe Zheng","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059190563","display_name":"Fan Wu","orcid":"https://orcid.org/0000-0003-0965-9058"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Wu","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100428808","display_name":"Guihai Chen","orcid":"https://orcid.org/0000-0002-6934-1685"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guihai Chen","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109768931"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210116924"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3901939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"311","last_page":"320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.8913999795913696,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.8913999795913696,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.8012999892234802,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.7879999876022339,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/curse","display_name":"Curse","score":0.6116999983787537},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.5604000091552734},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.453900009393692},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.3950999975204468},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.36719998717308044},{"id":"https://openalex.org/keywords/mechanism-design","display_name":"Mechanism design","score":0.3278000056743622}],"concepts":[{"id":"https://openalex.org/C2780273121","wikidata":"https://www.wikidata.org/wiki/Q109411","display_name":"Curse","level":2,"score":0.6116999983787537},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.5604000091552734},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.486299991607666},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.453900009393692},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.412200003862381},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.3950999975204468},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.36719998717308044},{"id":"https://openalex.org/C153517567","wikidata":"https://www.wikidata.org/wiki/Q26090","display_name":"Mechanism design","level":2,"score":0.3278000056743622},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.32109999656677246},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.31700000166893005},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.31049999594688416},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.29420000314712524},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3704413.3764430","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3704413.3764430","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3704413.3764430","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-sixth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3704413.3764430","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3704413.3764430","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3704413.3764430","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-sixth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G20903679","display_name":null,"funder_award_id":"2322206","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4806219103","display_name":"RII Track-4: Superparamagnetic Iron Oxide Nanoparticles as Recoverable Microwave Susceptors for Pre-hydrolysis of Waste Activated Sludge prior to Anaerobic Digestion","funder_award_id":"2132018","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415480649.pdf","grobid_xml":"https://content.openalex.org/works/W4415480649.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2115519224","https://openalex.org/W2121354846","https://openalex.org/W2142008025","https://openalex.org/W2168037022","https://openalex.org/W2523437372","https://openalex.org/W2795213472","https://openalex.org/W2963506504","https://openalex.org/W3169290523","https://openalex.org/W3177959705","https://openalex.org/W4297821671","https://openalex.org/W4401857157","https://openalex.org/W4402683999","https://openalex.org/W4403792365","https://openalex.org/W4408722803","https://openalex.org/W4412877203"],"related_works":[],"abstract_inverted_index":{"In":[0,33],"creator":[1,101],"economy,":[2],"the":[3,39,82,86,89,98,104,119,125,128,140,146,180],"online":[4],"platform":[5,151],"posts":[6],"contract":[7,41,99,111,148],"to":[8,25,28,54,61,63,80,133],"incentivize":[9],"creators":[10,15,48,87],"for":[11,31,85,100,112,118],"high-quality":[12,56,155],"content.":[13,92],"The":[14],"can":[16],"use":[17],"human":[18,113,129],"effort":[19,65,75,130],"or":[20],"Generative":[21],"Artificial":[22],"Intelligence":[23],"(GenAI)":[24],"assist":[26],"them":[27],"create":[29,55],"content":[30,114,121,136,156],"rewards.":[32],"this":[34,94],"work,":[35],"we":[36,96,158],"identify":[37],"that":[38,73,149,165],"existing":[40],"suffers":[42],"from":[43,78],"GenAI-Induced":[44],"Effort":[45],"Degradation,":[46],"where":[47],"may":[49],"not":[50],"try":[51],"their":[52],"best":[53],"content,":[57],"but":[58],"instead":[59],"turn":[60],"GenAI":[62,107,120],"save":[64],"and":[66,115],"extract":[67],"additional":[68],"reward.":[69],"Our":[70],"results":[71],"show":[72],"GenAI-induced":[74],"degradation":[76],"arises":[77],"failing":[79],"provide":[81],"same":[83,90],"profit":[84,152],"generating":[88],"quality":[91],"With":[93],"observation,":[95],"design":[97,159],"economy":[102],"in":[103,144,171],"era":[105],"of":[106,127,142,182],"as":[108],"a":[109,116,154],"classical":[110],"reward":[117],"which":[122],"depends":[123],"on":[124,176],"estimation":[126],"cost":[131],"required":[132],"achieve":[134],"GenAI's":[135],"quality.":[137,173],"To":[138],"overcome":[139],"curse":[141],"dimensionality":[143],"learning":[145],"optimal":[147],"maximizes":[150],"with":[153],"guarantee,":[157],"an":[160],"adaptive":[161],"action":[162],"pruning":[163],"method":[164],"gradually":[166],"filters":[167],"out":[168],"contracts":[169],"resulting":[170],"low":[172],"Simulation":[174],"experiments":[175],"synthetic":[177],"data":[178],"demonstrate":[179],"effectiveness":[181],"our":[183],"approach.":[184]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-23T00:00:00"}