{"id":"https://openalex.org/W4321521267","doi":"https://doi.org/10.1145/3539597.3570403","title":"Search Behavior Prediction: A Hypergraph Perspective","display_name":"Search Behavior Prediction: A Hypergraph Perspective","publication_year":2023,"publication_date":"2023-02-22","ids":{"openalex":"https://openalex.org/W4321521267","doi":"https://doi.org/10.1145/3539597.3570403"},"language":"en","primary_location":{"id":"doi:10.1145/3539597.3570403","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539597.3570403","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539597.3570403","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3539597.3570403","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100681255","display_name":"Yan Han","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yan Han","raw_affiliation_strings":["University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101918765","display_name":"Edward W Huang","orcid":"https://orcid.org/0000-0002-4461-8545"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward W. Huang","raw_affiliation_strings":["Amazon, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012155625","display_name":"Wenqing Zheng","orcid":"https://orcid.org/0000-0002-8283-7511"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenqing Zheng","raw_affiliation_strings":["University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081428282","display_name":"Nikhil Rao","orcid":"https://orcid.org/0000-0003-0281-932X"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikhil Rao","raw_affiliation_strings":["Amazon, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048522863","display_name":"Zhangyang Wang","orcid":"https://orcid.org/0000-0002-2050-5693"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhangyang Wang","raw_affiliation_strings":["University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021259488","display_name":"Karthik Subbian","orcid":"https://orcid.org/0000-0002-9023-2248"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karthik Subbian","raw_affiliation_strings":["Amazon, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100681255"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":4.1098,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94238601,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"697","last_page":"705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9828000068664551,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.7725720405578613},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6778021454811096},{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.642327070236206},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.6421899199485779},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5382310152053833},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5156759023666382},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.45628201961517334},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.4561968445777893},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.45579513907432556},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4280655086040497},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33982568979263306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2378334403038025},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20300301909446716},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08986738324165344}],"concepts":[{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.7725720405578613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6778021454811096},{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.642327070236206},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.6421899199485779},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5382310152053833},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5156759023666382},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45628201961517334},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.4561968445777893},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.45579513907432556},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4280655086040497},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33982568979263306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2378334403038025},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20300301909446716},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08986738324165344}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3539597.3570403","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539597.3570403","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539597.3570403","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3539597.3570403","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539597.3570403","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539597.3570403","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4321521267.pdf","grobid_xml":"https://content.openalex.org/works/W4321521267.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1888005072","https://openalex.org/W2054141820","https://openalex.org/W2116277390","https://openalex.org/W2117764127","https://openalex.org/W2171279286","https://openalex.org/W2508504774","https://openalex.org/W2734434792","https://openalex.org/W2745534091","https://openalex.org/W2762022354","https://openalex.org/W2797120932","https://openalex.org/W2892880750","https://openalex.org/W2899457523","https://openalex.org/W2914721378","https://openalex.org/W2945827670","https://openalex.org/W2963757395","https://openalex.org/W2964051675","https://openalex.org/W2996268457","https://openalex.org/W2998496395","https://openalex.org/W3012705926","https://openalex.org/W3021975806","https://openalex.org/W3035666843","https://openalex.org/W3036446966","https://openalex.org/W3036982689","https://openalex.org/W3039075121","https://openalex.org/W3080566854","https://openalex.org/W3095602948","https://openalex.org/W3099152386","https://openalex.org/W3100278010","https://openalex.org/W3100993589","https://openalex.org/W3101707147","https://openalex.org/W3155496675","https://openalex.org/W3170813597","https://openalex.org/W3173365306","https://openalex.org/W3175971420","https://openalex.org/W3186163092","https://openalex.org/W3190939583","https://openalex.org/W3198457408","https://openalex.org/W3213720774","https://openalex.org/W3214038996","https://openalex.org/W4206255050","https://openalex.org/W4391156274","https://openalex.org/W6685414272","https://openalex.org/W6748856961","https://openalex.org/W6784694379","https://openalex.org/W6785418604"],"related_works":["https://openalex.org/W2026738364","https://openalex.org/W2096359267","https://openalex.org/W1997310773","https://openalex.org/W2901901036","https://openalex.org/W2093300859","https://openalex.org/W2124814993","https://openalex.org/W3114052401","https://openalex.org/W2163573236","https://openalex.org/W2533706070","https://openalex.org/W2105258824"],"abstract_inverted_index":{"At":[0],"E-Commerce":[1],"stores":[2],"such":[3],"as":[4,125],"Amazon,":[5],"eBay,":[6],"and":[7,12,68,98],"Taobao,":[8],"the":[9,13,22,59,70,75],"shopping":[10,77],"items":[11,23,94],"query":[14,102],"words":[15],"that":[16,28,65],"customers":[17],"use":[18],"to":[19,39,55,81,105,115,117,121],"search":[20,30,41,45,72,83],"for":[21],"form":[24],"a":[25,33,106],"bipartite":[26,60,76],"graph":[27,35],"captures":[29],"behavior.":[31],"Such":[32],"query-item":[34,50],"can":[36,62,66],"be":[37],"used":[38],"forecast":[40],"trends":[42],"or":[43],"improve":[44,69],"results.":[46],"For":[47],"example,":[48],"generating":[49],"associations,":[51,103],"which":[52],"is":[53],"equivalent":[54],"predicting":[56],"links":[57],"in":[58],"graph,":[61],"yield":[63],"recommendations":[64],"customize":[67],"user":[71],"experience.":[73],"Although":[74],"graphs":[78],"are":[79,95,112],"straightforward":[80],"model":[82],"behavior,":[84],"they":[85],"suffer":[86],"from":[87],"two":[88],"challenges:":[89],"1)":[90],"The":[91],"majority":[92],"of":[93],"sporadically":[96],"searched":[97],"hence":[99],"have":[100],"noisy/sparse":[101],"leading":[104,120],"long-tail":[107],"distribution.":[108],"2)":[109],"Infrequent":[110],"queries":[111],"more":[113],"likely":[114],"link":[116],"popular":[118],"items,":[119],"another":[122],"hurdle":[123],"known":[124],"disassortative":[126],"mixing.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}