{"id":"https://openalex.org/W4384655873","doi":"https://doi.org/10.1145/3539618.3591958","title":"BKD: A Bridge-based Knowledge Distillation Method for Click-Through Rate Prediction","display_name":"BKD: A Bridge-based Knowledge Distillation Method for Click-Through Rate Prediction","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384655873","doi":"https://doi.org/10.1145/3539618.3591958"},"language":"en","primary_location":{"id":"doi:10.1145/3539618.3591958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3539618.3591958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075936238","display_name":"Yin Deng","orcid":"https://orcid.org/0009-0001-8590-5049"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yin Deng","raw_affiliation_strings":["Ant Group, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-8590-5049","affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101410847","display_name":"Yingxin Chen","orcid":"https://orcid.org/0009-0009-2468-480X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yingxin Chen","raw_affiliation_strings":["Ant Group, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0009-2468-480X","affiliations":[{"raw_affiliation_string":"Ant Group, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373007","display_name":"Xin Dong","orcid":"https://orcid.org/0009-0004-2523-9971"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Dong","raw_affiliation_strings":["Ant Group, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0004-2523-9971","affiliations":[{"raw_affiliation_string":"Ant Group, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014200103","display_name":"Lingchao Pan","orcid":"https://orcid.org/0009-0003-6251-6977"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lingchao Pan","raw_affiliation_strings":["Ant Group, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0003-6251-6977","affiliations":[{"raw_affiliation_string":"Ant Group, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092491687","display_name":"Hai Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hai Li","raw_affiliation_strings":["Ant Group, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0001-5055-5341","affiliations":[{"raw_affiliation_string":"Ant Group, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040949467","display_name":"Lei Cheng","orcid":"https://orcid.org/0009-0002-2186-699X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lei Cheng","raw_affiliation_strings":["Ant Group, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0002-2186-699X","affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044628261","display_name":"Linjian Mo","orcid":"https://orcid.org/0000-0002-6682-1448"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Linjian Mo","raw_affiliation_strings":["Ant Group, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-6682-1448","affiliations":[{"raw_affiliation_string":"Ant Group, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1859","last_page":"1863"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9883999824523926,"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/distillation","display_name":"Distillation","score":0.7587971687316895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.705430805683136},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6811191439628601},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6778223514556885},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.539030134677887},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5037123560905457},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4993264675140381},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4722515940666199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42150649428367615},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32550695538520813},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1412927508354187},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.0754944384098053}],"concepts":[{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.7587971687316895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.705430805683136},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6811191439628601},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6778223514556885},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.539030134677887},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5037123560905457},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4993264675140381},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4722515940666199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42150649428367615},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32550695538520813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1412927508354187},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0754944384098053},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3539618.3591958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3539618.3591958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2295739661","https://openalex.org/W2295797531","https://openalex.org/W2739879705","https://openalex.org/W2741201074","https://openalex.org/W2793768763","https://openalex.org/W2808847742","https://openalex.org/W2887783173","https://openalex.org/W2898085636","https://openalex.org/W2945827670","https://openalex.org/W2952787292","https://openalex.org/W2963140444","https://openalex.org/W2964182926","https://openalex.org/W2979450518","https://openalex.org/W3093502611","https://openalex.org/W3093907268","https://openalex.org/W3093945404","https://openalex.org/W3100278010","https://openalex.org/W3101704389","https://openalex.org/W3104030692","https://openalex.org/W3104439459","https://openalex.org/W3153687269","https://openalex.org/W3154731007","https://openalex.org/W3172187472","https://openalex.org/W3172887428","https://openalex.org/W3209048663","https://openalex.org/W4283731685"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4205958290","https://openalex.org/W3209574120"],"abstract_inverted_index":{"Prediction":[0],"models":[1],"for":[2],"click-through":[3],"rate":[4],"(CTR)":[5],"learn":[6],"feature":[7],"interactions":[8],"underlying":[9],"user":[10],"behaviors,":[11],"which":[12],"are":[13],"crucial":[14],"in":[15,44,67],"recommendation":[16,45],"systems.":[17,46],"Due":[18,47],"to":[19,34,48],"their":[20],"size":[21],"and":[22,78],"complexity,":[23],"existing":[24],"approaches":[25],"have":[26,41],"a":[27,64],"limited":[28],"range":[29],"of":[30,70],"applications.":[31],"In":[32],"order":[33],"decrease":[35],"inference":[36],"delay,":[37],"knowledge":[38,55],"distillation":[39,56],"techniques":[40],"been":[42],"used":[43],"the":[49,54,68,71,75,79],"student":[50,80],"model's":[51],"lower":[52],"capacity,":[53],"process":[57],"is":[58,63],"less":[59],"effective":[60],"when":[61],"there":[62],"significant":[65],"difference":[66],"complexity":[69],"network":[72],"architecture":[73],"between":[74],"teacher":[76],"model":[77],"model.":[81]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
