{"id":"https://openalex.org/W4392367737","doi":"https://doi.org/10.1145/3616855.3635829","title":"Deep Evolutional Instant Interest Network for CTR Prediction in Trigger-Induced Recommendation","display_name":"Deep Evolutional Instant Interest Network for CTR Prediction in Trigger-Induced Recommendation","publication_year":2024,"publication_date":"2024-03-04","ids":{"openalex":"https://openalex.org/W4392367737","doi":"https://doi.org/10.1145/3616855.3635829"},"language":"en","primary_location":{"id":"doi:10.1145/3616855.3635829","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3616855.3635829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","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/A5078201272","display_name":"Zhibo Xiao","orcid":"https://orcid.org/0000-0001-9487-4515"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhibo Xiao","raw_affiliation_strings":["Alibaba Group, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040614720","display_name":"Luwei Yang","orcid":"https://orcid.org/0000-0003-3949-4119"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luwei Yang","raw_affiliation_strings":["Alibaba Group, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062322974","display_name":"Tao Zhang","orcid":"https://orcid.org/0000-0001-8802-1006"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["Alibaba Group, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100715027","display_name":"Wen Jiang","orcid":"https://orcid.org/0000-0001-8249-6879"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Jiang","raw_affiliation_strings":["Alibaba Group, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027331671","display_name":"Wei Ning","orcid":"https://orcid.org/0000-0001-8487-9910"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Ning","raw_affiliation_strings":["Alibaba Group, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020953714","display_name":"Yujiu Yang","orcid":"https://orcid.org/0000-0002-6427-1024"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"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":"Yujiu Yang","raw_affiliation_strings":["SIGS, Tsinghua University, Shenzhen, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"SIGS, Tsinghua University, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5078201272"],"corresponding_institution_ids":["https://openalex.org/I45928872"],"apc_list":null,"apc_paid":null,"fwci":6.5136,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96411095,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"846","last_page":"854"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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":1.0,"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":0.9825999736785889,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/instant","display_name":"Instant","score":0.846539318561554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8442271947860718},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6485143899917603},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5516982674598694},{"id":"https://openalex.org/keywords/instant-messaging","display_name":"Instant messaging","score":0.5280797481536865},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.525027334690094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35674336552619934},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3286750316619873},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15808433294296265}],"concepts":[{"id":"https://openalex.org/C2779432360","wikidata":"https://www.wikidata.org/wiki/Q16963779","display_name":"Instant","level":2,"score":0.846539318561554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8442271947860718},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6485143899917603},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5516982674598694},{"id":"https://openalex.org/C2985487447","wikidata":"https://www.wikidata.org/wiki/Q58199","display_name":"Instant messaging","level":2,"score":0.5280797481536865},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.525027334690094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35674336552619934},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3286750316619873},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15808433294296265},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3616855.3635829","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3616855.3635829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2295739661","https://openalex.org/W2475334473","https://openalex.org/W2517540742","https://openalex.org/W2604662567","https://openalex.org/W2723293840","https://openalex.org/W2898085636","https://openalex.org/W2962745591","https://openalex.org/W2964182926","https://openalex.org/W2966123616","https://openalex.org/W2979450518","https://openalex.org/W3093519337","https://openalex.org/W3094577760","https://openalex.org/W3096591391","https://openalex.org/W3101704389","https://openalex.org/W3104439459","https://openalex.org/W3117286046","https://openalex.org/W3167730891","https://openalex.org/W4288079520"],"related_works":["https://openalex.org/W2799193527","https://openalex.org/W4249679496","https://openalex.org/W27875163","https://openalex.org/W4238418407","https://openalex.org/W2361008199","https://openalex.org/W2018813611","https://openalex.org/W2367021266","https://openalex.org/W2165646497","https://openalex.org/W1977341556","https://openalex.org/W2388757879"],"abstract_inverted_index":{"The":[0],"recommendation":[1,21,62],"has":[2],"been":[3],"playing":[4],"a":[5,19,74,126,146],"key":[6],"role":[7,45],"in":[8,46,68,140,172,225],"many":[9,47],"industries,":[10],"e.g.,":[11,50],"e-commerce,":[12],"streaming":[13],"media,":[14,16],"social":[15],"etc.":[17],"Recently,":[18],"new":[20],"scenario,":[22],"called":[23],"Trigger-Induced":[24],"Recommendation":[25],"(TIR),":[26],"where":[27],"users":[28],"are":[29,73],"able":[30],"to":[31,84,152,182],"explicitly":[32,55],"express":[33],"their":[34],"instant":[35,59,104,161],"interests":[36],"via":[37],"trigger":[38,79,116,188],"items,":[39],"is":[40,170,180],"emerging":[41],"as":[42],"an":[43,177],"essential":[44],"e-commerce":[48],"platforms,":[49],"Alibaba.com":[51],"and":[52,80,111,117,189,199],"Amazon.":[53],"Without":[54],"modeling":[56],"the":[57,78,99,107,112,115,154,158,164,187,219,222],"user's":[58],"interest,":[60],"traditional":[61],"methods":[63,76],"usually":[64],"obtain":[65],"sub-optimal":[66],"results":[67,204],"TIR.":[69],"Even":[70],"though":[71],"there":[72],"few":[75],"considering":[77],"target":[81,118,190],"items":[82],"simultaneously":[83],"solve":[85],"this":[86],"problem,":[87],"they":[88],"still":[89],"haven't":[90],"taken":[91],"into":[92],"account":[93],"temporal":[94],"information":[95,169],"of":[96,102,157,160],"user":[97,103,108,165,173],"behaviors,":[98],"dynamic":[100,155],"change":[101,156],"interest":[105,162],"when":[106,163],"scrolls":[109,166],"down":[110],"interactions":[113,185],"between":[114,186],"items.":[119,191],"To":[120],"tackle":[121],"these":[122],"problems,":[123],"we":[124,144],"propose":[125],"novel":[127],"method":[128,195],"--":[129],"Deep":[130],"Evolutional":[131],"Instant":[132,148],"Interest":[133,149],"Network":[134],"(DEI2N),":[135],"for":[136],"click-through":[137],"rate":[138],"prediction":[139],"TIR":[141],"scenarios.":[142],"Specifically,":[143],"design":[145],"User":[147],"Modeling":[150],"Layer":[151,179],"predict":[153],"intensity":[159],"down.":[167],"Temporal":[168],"utilized":[171],"behavior":[174],"modeling.":[175],"Moreover,":[176],"Interaction":[178],"introduced":[181],"learn":[183],"better":[184],"We":[192],"evaluate":[193],"our":[194,207],"on":[196],"several":[197],"offline":[198],"real-world":[200,226],"industrial":[201],"datasets.":[202],"Experimental":[203],"show":[205],"that":[206],"proposed":[208],"DEI2N":[209],"outperforms":[210],"state-of-the-art":[211],"baselines.":[212],"In":[213],"addition,":[214],"online":[215],"A/B":[216],"testing":[217],"demonstrates":[218],"superiority":[220],"over":[221],"existing":[223],"baseline":[224],"production":[227],"environments.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}