{"id":"https://openalex.org/W2983415257","doi":"https://doi.org/10.1145/3357384.3358012","title":"An Active and Deep Semantic Matching Framework for Query Rewrite in E-Commercial Search Engine","display_name":"An Active and Deep Semantic Matching Framework for Query Rewrite in E-Commercial Search Engine","publication_year":2019,"publication_date":"2019-11-03","ids":{"openalex":"https://openalex.org/W2983415257","doi":"https://doi.org/10.1145/3357384.3358012","mag":"2983415257"},"language":"en","primary_location":{"id":"doi:10.1145/3357384.3358012","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3357384.3358012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Information and Knowledge Management","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/A5101560786","display_name":"Yatao Yang","orcid":"https://orcid.org/0000-0001-5492-4477"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yatao Yang","raw_affiliation_strings":["Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100770589","display_name":"Jun Tan","orcid":"https://orcid.org/0000-0001-5827-4694"},"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":"Jun Tan","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101786215","display_name":"Hongbo Deng","orcid":"https://orcid.org/0000-0002-9659-5111"},"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":"Hongbo Deng","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000582109","display_name":"Zibin Zheng","orcid":"https://orcid.org/0000-0002-7878-4330"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zibin Zheng","raw_affiliation_strings":["Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101633465","display_name":"Yutong Lu","orcid":"https://orcid.org/0000-0001-5315-3375"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yutong Lu","raw_affiliation_strings":["Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000688713","display_name":"Xiangke Liao","orcid":"https://orcid.org/0000-0002-6125-3330"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangke Liao","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"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":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"309","last_page":"318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9987000226974487,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9987000226974487,"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/T10028","display_name":"Topic Modeling","score":0.9976000189781189,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9951000213623047,"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/computer-science","display_name":"Computer science","score":0.8414514660835266},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6794583201408386},{"id":"https://openalex.org/keywords/semantic-search","display_name":"Semantic search","score":0.5945354104042053},{"id":"https://openalex.org/keywords/semantic-matching","display_name":"Semantic matching","score":0.5670002698898315},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.556850790977478},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5407808423042297},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5402722954750061},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.5328866243362427},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.52779620885849},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4759773313999176},{"id":"https://openalex.org/keywords/spatial-query","display_name":"Spatial query","score":0.4736034870147705},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.46166497468948364},{"id":"https://openalex.org/keywords/sargable","display_name":"Sargable","score":0.4510197639465332},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.44587188959121704},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.439586877822876},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.3587838411331177},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07733532786369324}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8414514660835266},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6794583201408386},{"id":"https://openalex.org/C166423231","wikidata":"https://www.wikidata.org/wiki/Q1891170","display_name":"Semantic search","level":3,"score":0.5945354104042053},{"id":"https://openalex.org/C2778493491","wikidata":"https://www.wikidata.org/wiki/Q7449072","display_name":"Semantic matching","level":3,"score":0.5670002698898315},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.556850790977478},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5407808423042297},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5402722954750061},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.5328866243362427},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.52779620885849},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4759773313999176},{"id":"https://openalex.org/C172722865","wikidata":"https://www.wikidata.org/wiki/Q2302053","display_name":"Spatial query","level":5,"score":0.4736034870147705},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.46166497468948364},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.4510197639465332},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.44587188959121704},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.439586877822876},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.3587838411331177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07733532786369324},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3357384.3358012","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3357384.3358012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1554944419","https://openalex.org/W1564094940","https://openalex.org/W1979459060","https://openalex.org/W2005825070","https://openalex.org/W2011674654","https://openalex.org/W2064675550","https://openalex.org/W2066770300","https://openalex.org/W2086751477","https://openalex.org/W2099247782","https://openalex.org/W2101105183","https://openalex.org/W2118206599","https://openalex.org/W2133564696","https://openalex.org/W2135096473","https://openalex.org/W2135843591","https://openalex.org/W2153579005","https://openalex.org/W2163605009","https://openalex.org/W2169498276","https://openalex.org/W2170741935","https://openalex.org/W2171743956","https://openalex.org/W2470673105","https://openalex.org/W2533180076","https://openalex.org/W2568082647","https://openalex.org/W2591112160","https://openalex.org/W2745750801","https://openalex.org/W2765116324","https://openalex.org/W2787894218","https://openalex.org/W2788517680","https://openalex.org/W2806098878","https://openalex.org/W2903158431","https://openalex.org/W2911988918","https://openalex.org/W2949888546","https://openalex.org/W2950721712","https://openalex.org/W2953384591","https://openalex.org/W2963918774","https://openalex.org/W2965833086","https://openalex.org/W2966827122"],"related_works":["https://openalex.org/W2179956029","https://openalex.org/W4379390531","https://openalex.org/W2371740287","https://openalex.org/W2128834514","https://openalex.org/W2395027054","https://openalex.org/W1533255077","https://openalex.org/W2110065340","https://openalex.org/W906795786","https://openalex.org/W227397245","https://openalex.org/W1973282744"],"abstract_inverted_index":{"In":[0,97,139,165],"order":[1,140,166],"to":[2,18,78,84,122,141,153,167,207,248],"make":[3,199],"the":[4,33,37,87,91,105,130,155,158,169,191,203,209,220,224,228,246,252,255,259,262,271,278,281,287,293],"query":[5,12,39,89,226,230],"retrieve":[6,59],"much":[7],"more":[8,231],"related":[9,43],"products,":[10],"some":[11,50],"rewrite":[13],"methods":[14],"have":[15,115],"been":[16],"proposed":[17],"obtain":[19],"a":[20,63,80,100,143],"set":[21],"of":[22,42,133,160,185,202,211,254,261,264,273,280,295],"candidate":[23,51,88,136,214,229],"queries":[24,52,134,212],"which":[25,182,197,244],"can":[26,198,218],"infer":[27],"users'":[28,55,65],"search":[29,56,66,94,204,290],"intents":[30,57,95],"and":[31,40,58,114,135,145,176,213,227,239,258],"reduce":[32,73],"vocabulary":[34],"gap":[35],"between":[36,223],"original":[38,92,225],"title":[41],"products.":[44,61],"However,":[45,157],"previous":[46],"studies":[47],"ignore":[48],"that":[49],"may":[53],"change":[54,90],"irrelevant":[60],"As":[62],"result,":[64],"experience":[67],"will":[68],"be":[69],"impacted":[70],"significantly.":[71],"To":[72],"this":[74],"influence,":[75],"we":[76,172],"need":[77],"design":[79],"semantic":[81,101,126,178,193,221],"matching":[82,102,127,179,194],"model":[83,103,128,196,256],"determine":[85],"whether":[86],"query's":[93],"(semantics).":[96],"addition,":[98],"building":[99],"faces":[104],"following":[106],"challenges:":[107],"1)":[108],"Queries":[109],"are":[110,151],"usually":[111],"very":[112,120,163],"short":[113],"limited":[116],"information.":[117],"It":[118,267],"is":[119,162,183,190,236],"hard":[121],"learn":[123],"an":[124,174,237],"effective":[125,146],"with":[129],"textual":[131],"information":[132,206],"queries.":[137,215],"2)":[138],"get":[142],"generalized":[144],"mode,":[147],"sufficient":[148],"data":[149],"samples":[150,247],"required":[152],"train":[154],"model.":[156,282],"cost":[159,272],"labeling":[161,274],"huge.":[164],"address":[168],"above":[170],"challenges,":[171],"propose":[173],"active":[175],"deep":[177,192],"framework":[180],"(ActiveMatch)":[181],"composed":[184],"two":[186],"components.":[187],"One":[188],"component":[189,235],"(DSM)":[195],"full":[200],"use":[201],"log":[205],"enhance":[208],"representation":[210],"Then,":[216],"it":[217],"estimate":[219],"similarity":[222],"accurately.":[232],"The":[233,283],"other":[234],"uncertainty":[238],"novelty":[240],"sampling":[241],"(UNS)":[242],"strategy":[243],"selects":[245],"label":[249],"based":[250],"on":[251,286],"difficulty":[253],"estimating":[257],"probability":[260],"occurrence":[263],"new":[265],"words.":[266],"not":[268],"only":[269],"reduces":[270],"but":[275],"also":[276],"ensures":[277],"effectiveness":[279,294],"experimental":[284],"results":[285],"Taobao":[288],"e-commercial":[289],"platform":[291],"verify":[292],"our":[296],"framework.":[297]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}