{"id":"https://openalex.org/W4382203119","doi":"https://doi.org/10.1109/access.2023.3289820","title":"A Topicality Relevance-Aware Intent Model for Web Search","display_name":"A Topicality Relevance-Aware Intent Model for Web Search","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382203119","doi":"https://doi.org/10.1109/access.2023.3289820"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3289820","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2023.3289820","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10164089.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/ielx7/6287639/6514899/10164089.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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":"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":["College of Computer Science and Engineering, North Minzu University, Yinchuan, China","The Key Laboratory of Images and Graphics Intelligent Processing of State Ethnic Affairs Commission, North Minzu University, Yinchuan, China"],"raw_orcid":"https://orcid.org/0000-0001-5206-5955","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, North Minzu University, Yinchuan, China","institution_ids":["https://openalex.org/I3019309368"]},{"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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370591","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0003-4958-7669"},"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/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":"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":0.8221,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77366943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"11","issue":null,"first_page":"65739","last_page":"65748"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9994000196456909,"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":0.9994000196456909,"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/T10286","display_name":"Information Retrieval and Search Behavior","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/T10028","display_name":"Topic Modeling","score":0.9957000017166138,"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/relevance","display_name":"Relevance (law)","score":0.7818823456764221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7542276382446289},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5417327284812927},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.43901583552360535}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7818823456764221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7542276382446289},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5417327284812927},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43901583552360535},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3289820","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2023.3289820","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10164089.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:5e8ca6bcb0ea4f22b1ac3a18524b5770","is_oa":true,"landing_page_url":"https://doaj.org/article/5e8ca6bcb0ea4f22b1ac3a18524b5770","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 65739-65748 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3289820","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2023.3289820","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10164089.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/G1870127732","display_name":null,"funder_award_id":"2020KYQD37","funder_id":"https://openalex.org/F4320327619","funder_display_name":"North Minzu University"},{"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/G7438217707","display_name":null,"funder_award_id":"2021AAC03205","funder_id":"https://openalex.org/F4320322877","funder_display_name":"Natural Science Foundation of Ningxia Province"},{"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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382203119.pdf","grobid_xml":"https://content.openalex.org/works/W4382203119.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1982889956","https://openalex.org/W1992549066","https://openalex.org/W2025604321","https://openalex.org/W2105981469","https://openalex.org/W2135500808","https://openalex.org/W2140387367","https://openalex.org/W2156037541","https://openalex.org/W2164547069","https://openalex.org/W2171392812","https://openalex.org/W2255466643","https://openalex.org/W2473653870","https://openalex.org/W2510975505","https://openalex.org/W2539671052","https://openalex.org/W2648699835","https://openalex.org/W2786171444","https://openalex.org/W2794048983","https://openalex.org/W2945915803","https://openalex.org/W2947537325","https://openalex.org/W2951359136","https://openalex.org/W2962770891","https://openalex.org/W2979770634","https://openalex.org/W2984100107","https://openalex.org/W2986273318","https://openalex.org/W2990064629","https://openalex.org/W2990541065","https://openalex.org/W2997842202","https://openalex.org/W3033632783","https://openalex.org/W3106445629","https://openalex.org/W3142744039","https://openalex.org/W3155638432","https://openalex.org/W3166614311","https://openalex.org/W3214374241","https://openalex.org/W4206582555","https://openalex.org/W4213147394","https://openalex.org/W4213335484","https://openalex.org/W4281756024","https://openalex.org/W4312401814","https://openalex.org/W4361192982","https://openalex.org/W4361231059","https://openalex.org/W4385245566","https://openalex.org/W6684151790","https://openalex.org/W6685160515","https://openalex.org/W6739901393","https://openalex.org/W6747223802"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W1967370444","https://openalex.org/W2150136235","https://openalex.org/W2085215424","https://openalex.org/W2088814244","https://openalex.org/W2157408137","https://openalex.org/W4312252109"],"abstract_inverted_index":{"To":[0],"accurately":[1],"understand":[2],"user":[3,18,57,82,109,132,160,165,243],"information":[4,140],"needs":[5],"and":[6,39,107,129,159,181],"provide":[7],"better":[8],"search":[9,19,23,58,83,134,146,162,166,177,244],"experiences,":[10],"various":[11],"methods":[12,27,54],"have":[13],"been":[14],"proposed":[15],"to":[16,55,121,141,154],"model":[17,56,95,120],"intent":[20,94,111,135,163,167,245],"from":[21],"their":[22],"logs.":[24],"Most":[25],"traditional":[26],"based":[28],"on":[29,67,173],"query":[30,38,128],"understanding":[31],"only":[32],"consider":[33],"the":[34,37,43,68,75,118,123,127,143,156,192,205,225,237],"similarity":[35],"between":[36,126],"documents":[40],"while":[41],"ignoring":[42],"user\u2019s":[44,69,144],"session":[45,70,138],"interaction":[46,71],"sequence.":[47],"Some":[48],"researchers":[49],"also":[50],"adopt":[51],"neural":[52,62],"network-based":[53,63],"intent.":[59,84,147],"However,":[60],"most":[61],"models":[64],"mainly":[65],"focus":[66],"sequence":[72],"without":[73],"considering":[74],"role":[76],"of":[77,102,211,231,239],"topic":[78,104,114,124,157,240],"relevance":[79,105,115,125,158,241],"in":[80,191,209,229,242],"modeling":[81],"In":[85],"this":[86],"paper,":[87],"we":[88],"propose":[89],"a":[90,103,108,201,221],"novel":[91],"topicality":[92],"relevance-aware":[93],"(TRIM)":[96],"for":[97,164],"web":[98,176],"search.":[99],"TRIM":[100,187,199,219],"consists":[101],"predictor":[106,116,136],"short-term":[110,133,145,161],"predictor.":[112],"The":[113,131,183,233],"utilizes":[117,137],"BERT":[119],"predict":[122,142],"documents.":[130],"context":[139],"We":[148,169],"further":[149],"investigate":[150],"several":[151],"fusion":[152],"strategies":[153],"integrate":[155],"prediction.":[168],"conduct":[170],"our":[171],"experiments":[172,184],"two":[174],"public":[175],"datasets":[178],"named":[179],"TianGong-QRef":[180,197],"TianGong-ST.":[182],"show":[185],"that":[186],"outperforms":[188],"all":[189],"baselines":[190,207,227],"document":[193],"ranking":[194],"task.":[195],"On":[196,216],"dataset,":[198,218],"achieves":[200,220],"15.19%":[202],"increase":[203,223],"over":[204,224],"best-performing":[206,226],"M-Match":[208],"terms":[210,230],"Mean":[212],"Average":[213],"Precision":[214],"(MAP).":[215],"TianGong-ST":[217],"5.77%":[222],"CARS":[228],"MAP.":[232],"experimental":[234],"results":[235],"indicate":[236],"effectiveness":[238],"modeling.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
