{"id":"https://openalex.org/W3002209081","doi":"https://doi.org/10.1145/3190580.3190582","title":"Personalizing Search via Automated Analysis of Interests and Activities","display_name":"Personalizing Search via Automated Analysis of Interests and Activities","publication_year":2018,"publication_date":"2018-02-22","ids":{"openalex":"https://openalex.org/W3002209081","doi":"https://doi.org/10.1145/3190580.3190582","mag":"3002209081"},"language":"en","primary_location":{"id":"doi:10.1145/3190580.3190582","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3190580.3190582","pdf_url":null,"source":{"id":"https://openalex.org/S6756005","display_name":"ACM SIGIR Forum","issn_l":"0163-5840","issn":["0163-5840","1558-0229"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGIR Forum","raw_type":"journal-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/A5032417423","display_name":"Jaime Teevan","orcid":"https://orcid.org/0000-0002-2786-0209"},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jaime Teevan","raw_affiliation_strings":["MIT, CSAIL, Cambridge, MA"],"affiliations":[{"raw_affiliation_string":"MIT, CSAIL, Cambridge, MA","institution_ids":["https://openalex.org/I4210110987"]}]},{"author_position":"middle","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":false,"raw_author_name":"Susan T. Dumais","raw_affiliation_strings":["Microsoft Research, Redmond, WA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043228682","display_name":"Eric Horvitz","orcid":"https://orcid.org/0000-0002-8823-0614"},"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":false,"raw_author_name":"Eric Horvitz","raw_affiliation_strings":["Microsoft Research, Redmond, WA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032417423"],"corresponding_institution_ids":["https://openalex.org/I4210110987"],"apc_list":null,"apc_paid":null,"fwci":2.3561,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.92043498,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"51","issue":"3","first_page":"10","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9980000257492065,"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":0.9952999949455261,"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":0.8834925293922424},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.8046591281890869},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6698591709136963},{"id":"https://openalex.org/keywords/personalized-search","display_name":"Personalized search","score":0.6355200409889221},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5989627242088318},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5811556577682495},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5734645128250122},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5502234101295471},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.5253039002418518},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5171465277671814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11356785893440247}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8834925293922424},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8046591281890869},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6698591709136963},{"id":"https://openalex.org/C2776945383","wikidata":"https://www.wikidata.org/wiki/Q7170667","display_name":"Personalized search","level":3,"score":0.6355200409889221},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5989627242088318},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5811556577682495},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5734645128250122},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5502234101295471},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.5253039002418518},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5171465277671814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11356785893440247},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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":1,"locations":[{"id":"doi:10.1145/3190580.3190582","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3190580.3190582","pdf_url":null,"source":{"id":"https://openalex.org/S6756005","display_name":"ACM SIGIR Forum","issn_l":"0163-5840","issn":["0163-5840","1558-0229"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGIR Forum","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W30313844","https://openalex.org/W1502275721","https://openalex.org/W1856778908","https://openalex.org/W1982451429","https://openalex.org/W1985844568","https://openalex.org/W2006551346","https://openalex.org/W2061503185","https://openalex.org/W2069153192","https://openalex.org/W2071165012","https://openalex.org/W2095976990","https://openalex.org/W2117829666","https://openalex.org/W2122288895","https://openalex.org/W2134979673","https://openalex.org/W2171593626","https://openalex.org/W2336993214","https://openalex.org/W2423784265","https://openalex.org/W4250633719","https://openalex.org/W4251560691","https://openalex.org/W6630062751"],"related_works":["https://openalex.org/W2389128607","https://openalex.org/W3096801289","https://openalex.org/W78560407","https://openalex.org/W2004195576","https://openalex.org/W118769025","https://openalex.org/W2066869521","https://openalex.org/W618940730","https://openalex.org/W4226429872","https://openalex.org/W2118819022","https://openalex.org/W2116655434"],"abstract_inverted_index":{"We":[0,66,138],"formulate":[1],"and":[2,83,88,97,103,114,130],"study":[3],"search":[4,59],"algorithms":[5,134,143],"that":[6,20,32,44,108,122,140],"consider":[7],"a":[8,13,62],"user's":[9,21,50],"prior":[10],"interactions":[11],"with":[12],"wide":[14],"variety":[15],"of":[16,70,111],"content":[17],"to":[18,56,126],"personalize":[19],"current":[22,148],"Web":[23,58,86,149],"search.":[24,137,150],"Rather":[25],"than":[26],"relying":[27],"on":[28,147],"the":[29,49,92,99,112,115],"unrealistic":[30],"assumption":[31],"people":[33],"will":[34],"precisely":[35],"specify":[36],"their":[37],"intent":[38],"when":[39],"searching,":[40],"we":[41],"pursue":[42],"techniques":[43],"leverage":[45],"implicit":[46],"information":[47,53,90],"about":[48,91],"interests.":[51],"This":[52],"is":[54,124],"used":[55],"re-rank":[57],"results":[60],"within":[61],"relevance":[63],"feedback":[64],"framework.":[65],"explore":[67],"rich":[68,109],"models":[69],"user":[71,93,100,113],"interests,":[72],"built":[73],"from":[74],"both":[75],"search-related":[76],"information,":[77],"such":[78,94,141],"as":[79,95],"previously":[80,84],"issued":[81],"queries":[82],"visited":[85],"pages,":[87],"other":[89],"documents":[96],"email":[98],"has":[101],"read":[102],"created.":[104],"Our":[105],"research":[106],"suggests":[107],"representations":[110,129],"corpus":[116],"are":[117],"important":[118],"for":[119,135],"personalization,":[120],"but":[121],"it":[123],"possible":[125],"approximate":[127],"these":[128],"provide":[131],"efficient":[132],"client-side":[133],"personalizing":[136],"show":[139],"personalization":[142],"can":[144],"significantly":[145],"improve":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
