{"id":"https://openalex.org/W4394861141","doi":"https://doi.org/10.1145/3589335.3648297","title":"Collaborative-Enhanced Prediction of Spending on Newly Downloaded Mobile Games under Consumption Uncertainty","display_name":"Collaborative-Enhanced Prediction of Spending on Newly Downloaded Mobile Games under Consumption Uncertainty","publication_year":2024,"publication_date":"2024-05-12","ids":{"openalex":"https://openalex.org/W4394861141","doi":"https://doi.org/10.1145/3589335.3648297"},"language":"en","primary_location":{"id":"doi:10.1145/3589335.3648297","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3589335.3648297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2404.08301","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054609020","display_name":"Peijie Sun","orcid":"https://orcid.org/0000-0001-9733-0521"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peijie Sun","raw_affiliation_strings":["Quan Cheng Laboratory & DCST, Tsinghua University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-9733-0521","affiliations":[{"raw_affiliation_string":"Quan Cheng Laboratory & DCST, Tsinghua University, Jinan, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398556","display_name":"Yifan Wang","orcid":"https://orcid.org/0000-0002-2933-6363"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Wang","raw_affiliation_strings":["DCST, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2933-6363","affiliations":[{"raw_affiliation_string":"DCST, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100402996","display_name":"Min Zhang","orcid":"https://orcid.org/0000-0003-3158-1920"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhang","raw_affiliation_strings":["DCST, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3158-1920","affiliations":[{"raw_affiliation_string":"DCST, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001967239","display_name":"Chuhan Wu","orcid":"https://orcid.org/0000-0001-5730-8792"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuhan Wu","raw_affiliation_strings":["Noah's Ark Lab, Huawei, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5730-8792","affiliations":[{"raw_affiliation_string":"Noah's Ark Lab, Huawei, Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100771888","display_name":"Yan Fang","orcid":"https://orcid.org/0000-0002-3538-189X"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Fang","raw_affiliation_strings":["Consumer Cloud Service Interactive Media BU, Huawei, Shenzhen, China","DCST, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3538-189X","affiliations":[{"raw_affiliation_string":"Consumer Cloud Service Interactive Media BU, Huawei, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]},{"raw_affiliation_string":"DCST, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102878488","display_name":"Hong Zhu","orcid":"https://orcid.org/0000-0003-2943-7997"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Zhu","raw_affiliation_strings":["Consumer Cloud Service Interactive Media BU, Huawei, Shanzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2943-7997","affiliations":[{"raw_affiliation_string":"Consumer Cloud Service Interactive Media BU, Huawei, Shanzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101444339","display_name":"Yuan Fang","orcid":"https://orcid.org/0009-0000-7978-225X"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Fang","raw_affiliation_strings":["Consumer Cloud Service Interactive Media BU, Huawei, Shenzhen, China","DCST, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-7978-225X","affiliations":[{"raw_affiliation_string":"Consumer Cloud Service Interactive Media BU, Huawei, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]},{"raw_affiliation_string":"DCST, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-3094-7735","affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9983999729156494,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9983999729156494,"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/T12384","display_name":"Customer churn and segmentation","score":0.9896000027656555,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9871000051498413,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6731895804405212},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.6253330707550049}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6731895804405212},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6253330707550049},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3589335.3648297","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3589335.3648297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2404.08301","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.08301","pdf_url":"https://arxiv.org/pdf/2404.08301","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2404.08301","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.08301","pdf_url":"https://arxiv.org/pdf/2404.08301","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3379573397","display_name":null,"funder_award_id":"U21B2026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8480155402","display_name":null,"funder_award_id":"72188101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8963711399","display_name":null,"funder_award_id":"2022TQ0178","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394861141.pdf","grobid_xml":"https://content.openalex.org/works/W4394861141.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1987431925","https://openalex.org/W1994389483","https://openalex.org/W2025348367","https://openalex.org/W2042281163","https://openalex.org/W2081547566","https://openalex.org/W2093015399","https://openalex.org/W2162244340","https://openalex.org/W2295598076","https://openalex.org/W2295739661","https://openalex.org/W2336392079","https://openalex.org/W2396900654","https://openalex.org/W2475334473","https://openalex.org/W2510174253","https://openalex.org/W2534202123","https://openalex.org/W2595177306","https://openalex.org/W2605350416","https://openalex.org/W2781814582","https://openalex.org/W2793768763","https://openalex.org/W2798908418","https://openalex.org/W2898085636","https://openalex.org/W2950421571","https://openalex.org/W2963146368","https://openalex.org/W2963323306","https://openalex.org/W2964182926","https://openalex.org/W2970793364","https://openalex.org/W2998431760","https://openalex.org/W3045200674","https://openalex.org/W3093945404","https://openalex.org/W3094605801","https://openalex.org/W3096655658","https://openalex.org/W3098057095","https://openalex.org/W3101704389","https://openalex.org/W3104030692","https://openalex.org/W3110604369","https://openalex.org/W3114652457","https://openalex.org/W3118822756","https://openalex.org/W3123668356","https://openalex.org/W3153325943","https://openalex.org/W3153687269","https://openalex.org/W3172874292","https://openalex.org/W3209428314","https://openalex.org/W3211143493","https://openalex.org/W4206832775","https://openalex.org/W4226337336","https://openalex.org/W4293827866","https://openalex.org/W4372346777","https://openalex.org/W4385261955","https://openalex.org/W4386728860","https://openalex.org/W4386869645","https://openalex.org/W4387846779"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"With":[0],"the":[1,21,60,111,149,157,181],"surge":[2],"in":[3,31,59,139,162,167],"mobile":[4,168],"gaming,":[5],"accurately":[6],"predicting":[7,163],"user":[8,26,74,80,84,100,164],"spending":[9,49,76,112,165],"on":[10,79,131],"newly":[11],"downloaded":[12],"games":[13],"has":[14,176],"become":[15],"paramount":[16],"for":[17],"maximizing":[18],"revenue.":[19],"However,":[20],"inherently":[22],"unpredictable":[23],"nature":[24],"of":[25,151,159],"behavior":[27,166],"poses":[28],"significant":[29],"challenges":[30],"this":[32,64,174],"endeavor.":[33],"To":[34],"address":[35],"this,":[36],"we":[37,66],"propose":[38],"a":[39,68,94,127],"robust":[40],"model":[41,70,92,153],"training":[42,154],"and":[43,55,86,102,134,156],"evaluation":[44],"framework":[45],"aimed":[46],"at":[47,180],"standardizing":[48],"data":[50,133],"to":[51,72,110],"mitigate":[52],"label":[53],"variance":[54],"extremes,":[56],"ensuring":[57,83],"stability":[58],"modeling":[61],"process.":[62],"Within":[63],"framework,":[65],"introduce":[67],"collaborative-enhanced":[69,160],"designed":[71],"predict":[73],"game":[75,103],"without":[77],"relying":[78],"IDs,":[81],"thus":[82],"privacy":[85],"enabling":[87],"seamless":[88],"online":[89,141],"training.":[90],"Our":[91],"adopts":[93],"unique":[95],"approach":[96,119],"by":[97],"separately":[98],"representing":[99],"preferences":[101],"features":[104],"before":[105],"merging":[106],"them":[107],"as":[108],"input":[109],"prediction":[113],"module.":[114],"Through":[115],"rigorous":[116],"experimentation,":[117],"our":[118,146],"demonstrates":[120],"notable":[121],"improvements":[122],"over":[123],"production":[124],"models,":[125],"achieving":[126],"remarkable":[128],"17.11%":[129],"enhancement":[130],"offline":[132],"an":[135,140],"impressive":[136],"50.65%":[137],"boost":[138],"A/B":[142],"test.":[143],"In":[144],"summary,":[145],"contributions":[147],"underscore":[148],"importance":[150],"stable":[152],"frameworks":[155],"efficacy":[158],"models":[161],"gaming.":[169],"The":[170],"code":[171],"associated":[172],"with":[173],"paper":[175],"also":[177],"been":[178],"released":[179],"following":[182],"link":[183],"https://doi.org/10.5281/zenodo.10775846.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}