{"id":"https://openalex.org/W4328007681","doi":"https://doi.org/10.1109/access.2023.3259462","title":"FE-TCM: Filter-Enhanced Transformer Click Model for Web Search","display_name":"FE-TCM: Filter-Enhanced Transformer Click Model for Web Search","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4328007681","doi":"https://doi.org/10.1109/access.2023.3259462"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3259462","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3259462","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10077385.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10077385.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068851411","display_name":"Yingfei Wang","orcid":"https://orcid.org/0000-0001-5926-2978"},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingfei Wang","raw_affiliation_strings":["College of Computer Science and Engineering, North Minzu University, Yinchuan, China"],"raw_orcid":"https://orcid.org/0000-0001-5926-2978","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, North Minzu University, Yinchuan, China","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100317658","display_name":"Jianping Liu","orcid":"https://orcid.org/0000-0001-5206-5955"},"institutions":[{"id":"https://openalex.org/I2799449666","display_name":"State Ethnic Affairs Commission","ror":"https://ror.org/01p9g6b97","country_code":"CN","type":"government","lineage":["https://openalex.org/I2799449666"]},{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Liu","raw_affiliation_strings":["The Key Laboratory of Images and Graphics Intelligent Processing of State Ethnic Affairs Commission, North Minzu University, Yinchuan, China","College of Computer Science and Engineering, North Minzu University, Yinchuan, China"],"raw_orcid":"https://orcid.org/0000-0001-5206-5955","affiliations":[{"raw_affiliation_string":"The Key Laboratory of Images and Graphics Intelligent Processing of State Ethnic Affairs Commission, North Minzu University, Yinchuan, China","institution_ids":["https://openalex.org/I2799449666","https://openalex.org/I3019309368"]},{"raw_affiliation_string":"College of Computer Science and Engineering, North Minzu University, Yinchuan, China","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370411","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0002-1559-9314"},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wang","raw_affiliation_strings":["Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047691572","display_name":"Xiaofeng Wang","orcid":"https://orcid.org/0000-0002-8619-973X"},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Wang","raw_affiliation_strings":["College of Computer Science and Engineering, North Minzu University, Yinchuan, China"],"raw_orcid":"https://orcid.org/0000-0002-8619-973X","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, North Minzu University, Yinchuan, China","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377182","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-6726-7194"},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["College of Computer Science and Engineering, North Minzu University, Yinchuan, China"],"raw_orcid":"https://orcid.org/0000-0002-6726-7194","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, North Minzu University, Yinchuan, China","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077568912","display_name":"Xintao Chu","orcid":null},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xintao Chu","raw_affiliation_strings":["College of Computer Science and Engineering, North Minzu University, Yinchuan, China"],"raw_orcid":"https://orcid.org/0000-0002-9060-2819","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, North Minzu University, Yinchuan, China","institution_ids":["https://openalex.org/I3019309368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.0551,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88821024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"11","issue":null,"first_page":"28680","last_page":"28687"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9991999864578247,"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":0.9991999864578247,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9950000047683716,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9930999875068665,"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":0.6538680791854858},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5481071472167969},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13057899475097656},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08671677112579346},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08308961987495422}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6538680791854858},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5481071472167969},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13057899475097656},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08671677112579346},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08308961987495422}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3259462","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3259462","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10077385.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:667d0299e95549a1ac436ea973c26366","is_oa":true,"landing_page_url":"https://doaj.org/article/667d0299e95549a1ac436ea973c26366","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 28680-28687 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3259462","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3259462","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10077385.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1342727289","display_name":null,"funder_award_id":"2022YCZX0009","funder_id":"https://openalex.org/F4320322877","funder_display_name":"Natural Science Foundation of Ningxia Province"},{"id":"https://openalex.org/G1870127732","display_name":null,"funder_award_id":"2020KYQD37","funder_id":"https://openalex.org/F4320327619","funder_display_name":"North Minzu University"},{"id":"https://openalex.org/G2643168790","display_name":null,"funder_award_id":"61862001","funder_id":"https://openalex.org/F4320322877","funder_display_name":"Natural Science Foundation of Ningxia Province"},{"id":"https://openalex.org/G545950422","display_name":null,"funder_award_id":"YCX22178","funder_id":"https://openalex.org/F4320327619","funder_display_name":"North Minzu University"},{"id":"https://openalex.org/G7630363500","display_name":null,"funder_award_id":"YCX22193","funder_id":"https://openalex.org/F4320327619","funder_display_name":"North Minzu University"}],"funders":[{"id":"https://openalex.org/F4320322877","display_name":"Natural Science Foundation of Ningxia Province","ror":null},{"id":"https://openalex.org/F4320327619","display_name":"North Minzu University","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4328007681.pdf","grobid_xml":"https://content.openalex.org/works/W4328007681.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1511986666","https://openalex.org/W1622444467","https://openalex.org/W1924770834","https://openalex.org/W1992549066","https://openalex.org/W2026784708","https://openalex.org/W2047870744","https://openalex.org/W2097772361","https://openalex.org/W2099213975","https://openalex.org/W2106630408","https://openalex.org/W2125771191","https://openalex.org/W2134572726","https://openalex.org/W2154739689","https://openalex.org/W2339829457","https://openalex.org/W2402441596","https://openalex.org/W2507380695","https://openalex.org/W2765193514","https://openalex.org/W2798492560","https://openalex.org/W2897055093","https://openalex.org/W2963367478","https://openalex.org/W2984100107","https://openalex.org/W2994850640","https://openalex.org/W2997919341","https://openalex.org/W2998207486","https://openalex.org/W3043566304","https://openalex.org/W3155333579","https://openalex.org/W3167536469","https://openalex.org/W3174492648","https://openalex.org/W4213335484","https://openalex.org/W4220974940","https://openalex.org/W4229059399","https://openalex.org/W4385245566","https://openalex.org/W6640212811","https://openalex.org/W6683161558"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Constructing":[0],"click":[1,33,44,150,168,172],"models":[2,169],"and":[3,14,72,109,118,145],"extracting":[4],"implicit":[5],"relevance":[6],"feedback":[7],"information":[8],"from":[9],"the":[10,22,39,66,82,92,101,106,115,129,138,149,166,171],"interaction":[11],"between":[12],"users":[13],"search":[15,25],"engines":[16],"are":[17],"very":[18],"important":[19],"to":[20,30,42,80,95,113,127,141],"improve":[21],"ranking":[23],"of":[24,38,69,84],"results.":[26],"Using":[27],"neural":[28],"network":[29,68],"model":[31,62,105,124],"users\u2019":[32],"behaviors":[34],"has":[35],"become":[36],"one":[37],"effective":[40],"methods":[41],"construct":[43],"models.":[45],"In":[46],"this":[47],"paper,":[48],"We":[49],"propose":[50],"a":[51],"new":[52],"Filter-Enhanced":[53],"Transformer":[54,64],"Click":[55],"Model":[56],"(FE-TCM)":[57],"for":[58,170],"web":[59],"search.":[60],"The":[61],"uses":[63],"as":[65],"backbone":[67],"feature":[70],"extraction":[71],"add":[73],"filter":[74,96],"layer":[75],"innovatively.":[76],"Firstly,":[77],"in":[78],"order":[79],"reduce":[81],"influence":[83],"noise":[85],"on":[86,155],"user":[87],"behavior":[88],"data,":[89],"we":[90,104,136],"use":[91],"learnable":[93],"filters":[94],"log":[97],"noise.":[98],"Secondly,":[99],"following":[100],"examination":[102,110,119,146],"hypothesis,":[103],"attraction":[107],"estimator":[108],"predictor":[111],"respectively":[112],"output":[114],"attractiveness":[116,143],"scores":[117,144],"probabilities.":[120],"A":[121],"novel":[122],"transformer":[123],"is":[125,161],"used":[126],"learn":[128],"deeper":[130],"representation":[131],"among":[132],"different":[133],"features.":[134],"Finally,":[135],"apply":[137],"combination":[139],"functions":[140],"integrate":[142],"probabilities":[147],"into":[148],"prediction.":[151,173],"From":[152],"our":[153],"experiments":[154],"two":[156],"real-world":[157],"session":[158],"datasets,":[159],"it":[160],"proved":[162],"that":[163],"FE-TCM":[164],"outperforms":[165],"existing":[167]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
