{"id":"https://openalex.org/W2463133191","doi":"https://doi.org/10.1145/2911451.2926725","title":"Amazon Search","display_name":"Amazon Search","publication_year":2016,"publication_date":"2016-07-07","ids":{"openalex":"https://openalex.org/W2463133191","doi":"https://doi.org/10.1145/2911451.2926725","mag":"2463133191"},"language":"en","primary_location":{"id":"doi:10.1145/2911451.2926725","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2911451.2926725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"article","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/A5004200215","display_name":"Daria Sorokina","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Daria Sorokina","raw_affiliation_strings":["A9.com, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"A9.com, Palo Alto, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061098090","display_name":"Erick Cant\u00fa\u2010Paz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erick Cantu-Paz","raw_affiliation_strings":["A9.com, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"A9.com, Palo Alto, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004200215"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1417,"has_fulltext":false,"cited_by_count":73,"citation_normalized_percentile":{"value":0.95714529,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"459","last_page":"460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9914000034332275,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9914000034332275,"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/T11106","display_name":"Data Management and Algorithms","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9854000210762024,"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/amazon-rainforest","display_name":"Amazon rainforest","score":0.9110374450683594},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6959625482559204},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6638445258140564},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6346859335899353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5829777717590332},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.552614688873291},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5308844447135925},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.5292560458183289},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5040072798728943},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.5002353191375732},{"id":"https://openalex.org/keywords/search-engine-optimization","display_name":"Search engine optimization","score":0.4334689676761627},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35434383153915405},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.34162217378616333},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.21048012375831604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16461965441703796},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11247190833091736},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09600421786308289}],"concepts":[{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.9110374450683594},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6959625482559204},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6638445258140564},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6346859335899353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5829777717590332},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.552614688873291},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5308844447135925},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.5292560458183289},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5040072798728943},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.5002353191375732},{"id":"https://openalex.org/C178218473","wikidata":"https://www.wikidata.org/wiki/Q180711","display_name":"Search engine optimization","level":3,"score":0.4334689676761627},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35434383153915405},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.34162217378616333},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.21048012375831604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16461965441703796},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11247190833091736},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09600421786308289},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2911451.2926725","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2911451.2926725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1601018556","https://openalex.org/W1678356000","https://openalex.org/W2135096473"],"related_works":["https://openalex.org/W3127142483","https://openalex.org/W2751687998","https://openalex.org/W2379757190","https://openalex.org/W4385565564","https://openalex.org/W2898073868","https://openalex.org/W2138488530","https://openalex.org/W2996068529","https://openalex.org/W3100478181","https://openalex.org/W4312784821","https://openalex.org/W4379381520"],"abstract_inverted_index":{"Amazon":[0,10,81],"is":[1],"one":[2],"of":[3,15,33,35,49,57,76,118],"the":[4,13,30,42],"world's":[5],"largest":[6],"e-commerce":[7],"sites":[8],"and":[9,37,110,112,123],"Search":[11,82],"powers":[12],"majority":[14],"Amazon's":[16,44],"sales.":[17],"As":[18],"a":[19,55,74,87],"consequence,":[20],"even":[21],"small":[22],"improvements":[23],"in":[24,80,100],"relevance":[25,77],"ranking":[26,52,94],"both":[27],"positively":[28],"influence":[29],"shopping":[31],"experience":[32],"millions":[34],"customers":[36],"significantly":[38],"impact":[39],"revenue.":[40],"In":[41,66],"past,":[43],"product":[45],"search":[46],"engine":[47],"consisted":[48],"several":[50],"hand-tuned":[51],"functions":[53],"using":[54],"handful":[56],"input":[58],"features.":[59],"A":[60],"lot":[61],"has":[62],"changed":[63],"since":[64],"then.":[65],"this":[67],"talk":[68],"we":[69],"are":[70],"going":[71],"to":[72],"cover":[73],"number":[75],"algorithms":[78,113],"used":[79,92,106],"today.":[83],"We":[84],"will":[85],"describe":[86],"general":[88],"machine":[89],"learning":[90],"framework":[91],"for":[93,107],"within":[95],"categories,":[96],"blending":[97],"separate":[98],"rankings":[99],"All":[101],"Product":[102],"Search,":[103],"NLP":[104],"techniques":[105],"matching":[108],"queries":[109],"products,":[111],"targeted":[114],"at":[115],"unique":[116],"tasks":[117],"specific":[119],"categories":[120],"---":[121],"books":[122],"fashion.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-07-22T00:00:00"}
