{"id":"https://openalex.org/W4386237730","doi":"https://doi.org/10.1145/3583780.3615482","title":"Learning and Optimization of Implicit Negative Feedback for Industrial Short-video Recommender System","display_name":"Learning and Optimization of Implicit Negative Feedback for Industrial Short-video Recommender System","publication_year":2023,"publication_date":"2023-10-21","ids":{"openalex":"https://openalex.org/W4386237730","doi":"https://doi.org/10.1145/3583780.3615482"},"language":"en","primary_location":{"id":"doi:10.1145/3583780.3615482","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583780.3615482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2308.13249","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091908048","display_name":"Yunzhu Pan","orcid":"https://orcid.org/0000-0001-5274-5205"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunzhu Pan","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-5274-5205","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400585","display_name":"Nian Li","orcid":"https://orcid.org/0000-0003-4689-2289"},"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":"Nian Li","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4689-2289","affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078622343","display_name":"Chen Gao","orcid":"https://orcid.org/0000-0002-7561-5646"},"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":"Chen Gao","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7561-5646","affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048432969","display_name":"Jianxin Chang","orcid":"https://orcid.org/0000-0002-7886-9238"},"institutions":[{"id":"https://openalex.org/I4401726859","display_name":"Kuaishou (China)","ror":"https://ror.org/0258as409","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxin Chang","raw_affiliation_strings":["Beijing Kuaishou Technology Co., Ltd., Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7886-9238","affiliations":[{"raw_affiliation_string":"Beijing Kuaishou Technology Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4401726859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101904758","display_name":"Yanan Niu","orcid":"https://orcid.org/0009-0007-8662-3696"},"institutions":[{"id":"https://openalex.org/I4401726859","display_name":"Kuaishou (China)","ror":"https://ror.org/0258as409","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Niu","raw_affiliation_strings":["Beijing Kuaishou Technology Co., Ltd., Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-8662-3696","affiliations":[{"raw_affiliation_string":"Beijing Kuaishou Technology Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4401726859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083873109","display_name":"Yang Song","orcid":"https://orcid.org/0000-0002-1714-5527"},"institutions":[{"id":"https://openalex.org/I4401726859","display_name":"Kuaishou (China)","ror":"https://ror.org/0258as409","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Song","raw_affiliation_strings":["Beijing Kuaishou Technology Co., Ltd., Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1714-5527","affiliations":[{"raw_affiliation_string":"Beijing Kuaishou Technology Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4401726859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044100655","display_name":"Depeng Jin","orcid":"https://orcid.org/0000-0003-0419-5514"},"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":"Depeng Jin","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0419-5514","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100355277","display_name":"Yong Li","orcid":"https://orcid.org/0000-0001-5617-1659"},"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":"Yong Li","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5617-1659","affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5091908048"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":3.1389,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.9287275,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4787","last_page":"4793"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/recommender-system","display_name":"Recommender system","score":0.8302566409111023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8273369073867798},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.648621141910553},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6254802942276001},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5201978087425232},{"id":"https://openalex.org/keywords/online-video","display_name":"Online video","score":0.5069863796234131},{"id":"https://openalex.org/keywords/video-feedback","display_name":"Video feedback","score":0.4138428568840027},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.34972769021987915},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34737062454223633},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3328624963760376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17963942885398865}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8302566409111023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8273369073867798},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.648621141910553},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6254802942276001},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5201978087425232},{"id":"https://openalex.org/C2988167200","wikidata":"https://www.wikidata.org/wiki/Q16885149","display_name":"Online video","level":2,"score":0.5069863796234131},{"id":"https://openalex.org/C193081819","wikidata":"https://www.wikidata.org/wiki/Q4132092","display_name":"Video feedback","level":2,"score":0.4138428568840027},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34972769021987915},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34737062454223633},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3328624963760376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17963942885398865},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3583780.3615482","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583780.3615482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2308.13249","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2308.13249","pdf_url":"https://arxiv.org/pdf/2308.13249","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2308.13249","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2308.13249","pdf_url":"https://arxiv.org/pdf/2308.13249","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3188007771","display_name":null,"funder_award_id":"U20B2060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3734416573","display_name":null,"funder_award_id":"61972223","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4872662616","display_name":null,"funder_award_id":"U1936217","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8229519694","display_name":null,"funder_award_id":"2022YFB3104702","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8910773033","display_name":null,"funder_award_id":"2022YFB3104702","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386237730.pdf"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W2020600820","https://openalex.org/W2054141820","https://openalex.org/W2101409192","https://openalex.org/W2137183034","https://openalex.org/W2137245235","https://openalex.org/W2140310134","https://openalex.org/W2295739661","https://openalex.org/W2338447355","https://openalex.org/W2340502990","https://openalex.org/W2433963325","https://openalex.org/W2475334473","https://openalex.org/W2548570154","https://openalex.org/W2604662567","https://openalex.org/W2605350416","https://openalex.org/W2767826403","https://openalex.org/W2793768763","https://openalex.org/W2807021761","https://openalex.org/W2809290718","https://openalex.org/W2898085636","https://openalex.org/W2913023375","https://openalex.org/W2913754224","https://openalex.org/W2945827670","https://openalex.org/W2951104886","https://openalex.org/W2963323306","https://openalex.org/W2964052347","https://openalex.org/W2967481075","https://openalex.org/W2982108874","https://openalex.org/W2997130580","https://openalex.org/W3004578093","https://openalex.org/W3013549089","https://openalex.org/W3045200674","https://openalex.org/W3081190557","https://openalex.org/W3081361466","https://openalex.org/W3083784942","https://openalex.org/W3088777230","https://openalex.org/W3100278010","https://openalex.org/W3100848837","https://openalex.org/W3101704389","https://openalex.org/W3104030692","https://openalex.org/W3121535423","https://openalex.org/W3170187879","https://openalex.org/W3209391753","https://openalex.org/W4210334834","https://openalex.org/W4226237846","https://openalex.org/W4280650645","https://openalex.org/W4290857499","https://openalex.org/W4296300780","https://openalex.org/W4306317369","https://openalex.org/W4315706479","https://openalex.org/W4315977496","https://openalex.org/W4390490824","https://openalex.org/W6603850445"],"related_works":["https://openalex.org/W1657011257","https://openalex.org/W2083185645","https://openalex.org/W2185586700","https://openalex.org/W2400714316","https://openalex.org/W2581864505","https://openalex.org/W3201552897","https://openalex.org/W2182259860","https://openalex.org/W2037859426","https://openalex.org/W2796246289","https://openalex.org/W2914938812"],"abstract_inverted_index":{"Short-video":[0],"recommendation":[1,8,18,49],"is":[2,25,38,62,85],"one":[3],"of":[4,23,70,119,161],"the":[5,20,26,34,48,52,117,133,142,159],"most":[6,27],"important":[7],"applications":[9],"in":[10,31,97,141],"today's":[11],"industrial":[12,95],"information":[13],"systems.":[14],"Compared":[15],"with":[16,152],"other":[17],"tasks,":[19],"enormous":[21],"amount":[22],"feedback":[24,37,72],"typical":[28],"characteristic.":[29],"Specifically,":[30,105],"short-video":[32,143],"recommendation,":[33],"easiest-to-collect":[35],"user":[36,57,114],"theskipping":[39],"behavior,":[40],"which":[41,84,99,130,157],"leads":[42],"to":[43],"two":[44],"critical":[45],"challenges":[46],"for":[47,64],"model.":[50],"First,":[51],"skipping":[53,82],"behavior":[54],"reflects":[55],"implicit":[56],"preferences,":[58,115],"and":[59,81,135,154],"thus,":[60],"it":[61],"challenging":[63],"interest":[65],"extraction.":[66],"Second,":[67],"this":[68,90],"kind":[69],"special":[71],"involves":[73],"multiple":[74],"objectives,":[75],"such":[76],"as":[77],"total":[78],"watching":[79],"time":[80],"rate,":[83],"also":[86],"very":[87],"challenging.":[88],"In":[89],"paper,":[91],"we":[92,106],"present":[93],"our":[94,162],"solution":[96],"Kuaishou1,":[98],"serves":[100],"billion-level":[101],"users":[102],"every":[103],"day.":[104],"deploy":[107],"a":[108,126],"feedback-aware":[109],"encoding":[110],"module":[111,129],"that":[112],"extracts":[113],"taking":[116],"impact":[118],"context":[120],"into":[121],"consideration.":[122],"We":[123,145],"further":[124],"design":[125],"multi-objective":[127],"prediction":[128],"well":[131],"distinguishes":[132],"relation":[134],"differences":[136],"among":[137],"different":[138],"model":[139],"objectives":[140],"recommendation.":[144],"conduct":[146],"extensive":[147],"online":[148],"A/B":[149],"tests,":[150],"along":[151],"detailed":[153],"careful":[155],"analysis,":[156],"verify":[158],"effectiveness":[160],"solution.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2023-08-29T00:00:00"}
