{"id":"https://openalex.org/W3175698711","doi":"https://doi.org/10.1145/3404835.3464927","title":"SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search","display_name":"SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3175698711","doi":"https://doi.org/10.1145/3404835.3464927","mag":"3175698711"},"language":"en","primary_location":{"id":"doi:10.1145/3404835.3464927","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404835.3464927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2107.00525","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xinlin Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinlin Xia","raw_affiliation_strings":["JD.com, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.com, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shang Wang","raw_affiliation_strings":["JD.com, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.com, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Han Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Zhang","raw_affiliation_strings":["JD.com, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.com, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Songlin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songlin Wang","raw_affiliation_strings":["JD.com, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.com, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sulong Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sulong Xu","raw_affiliation_strings":["JD.com, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.com, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yun Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086253","display_name":"Silicon Valley Community Foundation","ror":"https://ror.org/001ader08","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210086253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun Xiao","raw_affiliation_strings":["JD.com Silicon Valley Research Center, Mountain View, CA, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.com Silicon Valley Research Center, Mountain View, CA, CA, USA","institution_ids":["https://openalex.org/I4210086253"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bo Long","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Long","raw_affiliation_strings":["JD.com & JD.com Silicon Valley Research Center, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.com & JD.com Silicon Valley Research Center, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wen-Yun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086253","display_name":"Silicon Valley Community Foundation","ror":"https://ror.org/001ader08","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210086253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wen-Yun Yang","raw_affiliation_strings":["JD.com Silicon Valley Research Center, Mountain View, CA, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.com Silicon Valley Research Center, Mountain View, CA, CA, USA","institution_ids":["https://openalex.org/I4210086253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4198,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68908743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2633","last_page":"2634"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7024000287055969},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6057000160217285},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.45989999175071716},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4586000144481659},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.4575999975204468},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.3801000118255615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7027999758720398},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7024000287055969},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6057000160217285},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.45989999175071716},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4586000144481659},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.4575999975204468},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4449999928474426},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.3801000118255615},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.3127000033855438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2978000044822693},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.29499998688697815},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2924000024795532},{"id":"https://openalex.org/C96333769","wikidata":"https://www.wikidata.org/wiki/Q907955","display_name":"Graph traversal","level":3,"score":0.28189998865127563},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.258899986743927}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3404835.3464927","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404835.3464927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2107.00525","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2107.00525","pdf_url":"https://arxiv.org/pdf/2107.00525","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:2107.00525","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2107.00525","pdf_url":"https://arxiv.org/pdf/2107.00525","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2807021761","https://openalex.org/W3034969702"],"related_works":[],"abstract_inverted_index":{"Graph":[0],"convolution":[1],"networks":[2],"(GCN),":[3],"which":[4],"recently":[5],"becomes":[6],"new":[7],"state-of-the-art":[8],"method":[9],"for":[10,37,65],"graph":[11],"node":[12],"classification,":[13],"recommendation":[14],"and":[15,69],"other":[16],"applications,":[17],"has":[18,73],"not":[19],"been":[20,74],"successfully":[21],"applied":[22],"to":[23],"industrial-scale":[24],"search":[25,47,78],"engine":[26,48],"yet.":[27],"In":[28],"this":[29],"proposal,":[30],"we":[31],"introduce":[32],"our":[33],"approach,":[34],"namely":[35],"SearchGCN,":[36],"embedding-based":[38],"candidate":[39],"retrieval":[40],"in":[41,49],"one":[42],"of":[43],"the":[44,50],"largest":[45],"e-commerce":[46],"world.":[51],"Empirical":[52],"studies":[53],"demonstrate":[54],"that":[55],"SearchGCN":[56,72],"learns":[57],"better":[58],"embedding":[59],"representations":[60],"than":[61],"existing":[62],"methods,":[63],"especially":[64],"long":[66],"tail":[67],"queries":[68],"items.":[70],"Thus,":[71],"deployed":[75],"into":[76],"JD.com's":[77],"production":[79],"since":[80],"July":[81],"2020.":[82]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-07-05T00:00:00"}