{"id":"https://openalex.org/W2531954545","doi":"https://doi.org/10.1145/2983323.2983367","title":"Personalized Search","display_name":"Personalized Search","publication_year":2016,"publication_date":"2016-10-24","ids":{"openalex":"https://openalex.org/W2531954545","doi":"https://doi.org/10.1145/2983323.2983367","mag":"2531954545"},"language":"en","primary_location":{"id":"doi:10.1145/2983323.2983367","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2983323.2983367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM International on Conference on Information and Knowledge Management","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/A5111638399","display_name":"Susan Dumais","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Susan T. Dumais","raw_affiliation_strings":["Microsoft, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111638399"],"corresponding_institution_ids":["https://openalex.org/I1290206253"],"apc_list":null,"apc_paid":null,"fwci":2.7664,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.92375711,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"689","last_page":"689"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9983000159263611,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9983000159263611,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9955000281333923,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9879000186920166,"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/personalization","display_name":"Personalization","score":0.8123602271080017},{"id":"https://openalex.org/keywords/personalized-search","display_name":"Personalized search","score":0.8015198707580566},{"id":"https://openalex.org/keywords/serendipity","display_name":"Serendipity","score":0.7942794561386108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7652169466018677},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.6392199993133545},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6247278451919556},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.599309504032135},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.580974817276001},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5779522657394409},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5314480066299438},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5115126371383667},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.4824829399585724},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4565635621547699},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36574336886405945},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1000540554523468}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8123602271080017},{"id":"https://openalex.org/C2776945383","wikidata":"https://www.wikidata.org/wiki/Q7170667","display_name":"Personalized search","level":3,"score":0.8015198707580566},{"id":"https://openalex.org/C2779119418","wikidata":"https://www.wikidata.org/wiki/Q166039","display_name":"Serendipity","level":2,"score":0.7942794561386108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7652169466018677},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.6392199993133545},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6247278451919556},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.599309504032135},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.580974817276001},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5779522657394409},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5314480066299438},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5115126371383667},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.4824829399585724},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4565635621547699},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36574336886405945},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1000540554523468},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2983323.2983367","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2983323.2983367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM International on Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2057034832","https://openalex.org/W2107592605","https://openalex.org/W2108280221","https://openalex.org/W2109677301","https://openalex.org/W2122841972","https://openalex.org/W2158949856"],"related_works":["https://openalex.org/W2389128607","https://openalex.org/W2145161271","https://openalex.org/W3096801289","https://openalex.org/W78560407","https://openalex.org/W4234059826","https://openalex.org/W2533706070","https://openalex.org/W2152796904","https://openalex.org/W2004195576","https://openalex.org/W2066869521","https://openalex.org/W2116655434"],"abstract_inverted_index":{"Traditionally":[0],"search":[1,34,90],"engines":[2],"have":[3,66],"returned":[4],"the":[5,12,51,60,70],"same":[6,13,71],"results":[7],"to":[8,49,58,62,88],"everyone":[9,21],"who":[10],"asks":[11],"question.":[14],"However,":[15],"using":[16],"a":[17,33,47],"single":[18],"ranking":[19],"for":[20,53,69,92],"in":[22,28,38,103],"every":[23,26],"context":[24],"at":[25,107],"point":[27],"time":[29],"limits":[30],"how":[31,78],"well":[32],"engine":[35],"can":[36],"do":[37],"providing":[39],"relevant":[40],"information.":[41],"In":[42],"this":[43],"talk":[44],"I":[45,73,97],"present":[46],"framework":[48],"quantify":[50],"\"potential":[52],"personalization\"":[54],"which":[55,63],"we":[56,79],"use":[57,82],"characterize":[59],"extent":[61],"different":[64,67,83],"people":[65],"intents":[68],"query.":[72],"describe":[74],"several":[75],"examples":[76],"of":[77,85],"represent":[80],"and":[81,94,114],"kinds":[84],"contextual":[86],"features":[87],"improve":[89],"quality":[91],"individuals":[93],"groups.":[95],"Finally,":[96],"conclude":[98],"by":[99],"highlighting":[100],"important":[101],"challenges":[102],"developing":[104],"personalized":[105],"systems":[106],"Web":[108],"scale":[109],"including":[110],"privacy,":[111],"transparency,":[112],"serendipity,":[113],"evaluation.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
