{"id":"https://openalex.org/W2049574552","doi":"https://doi.org/10.1145/2566486.2567991","title":"Personalized collaborative clustering","display_name":"Personalized collaborative clustering","publication_year":2014,"publication_date":"2014-04-07","ids":{"openalex":"https://openalex.org/W2049574552","doi":"https://doi.org/10.1145/2566486.2567991","mag":"2049574552"},"language":"en","primary_location":{"id":"doi:10.1145/2566486.2567991","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2566486.2567991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd international conference on World wide web","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/A5085826758","display_name":"Yisong Yue","orcid":"https://orcid.org/0000-0001-9127-1989"},"institutions":[{"id":"https://openalex.org/I4210142140","display_name":"Walt Disney (United States)","ror":"https://ror.org/04eg47h42","country_code":"US","type":"company","lineage":["https://openalex.org/I4210142140"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yisong Yue","raw_affiliation_strings":["Disney Research, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Disney Research, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I4210142140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329457","display_name":"Chong Wang","orcid":"https://orcid.org/0000-0002-8646-3529"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chong Wang","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA","Carnegie-Mellon University, Pittsburgh, Pa., USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie-Mellon University, Pittsburgh, Pa., USA#TAB#","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070912125","display_name":"Khalid El-Arini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]},{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khalid El-Arini","raw_affiliation_strings":["Facebook, Menlo Park, CA, USA"],"affiliations":[{"raw_affiliation_string":"Facebook, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210114444","https://openalex.org/I4210099336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090739892","display_name":"Carlos Guestrin","orcid":"https://orcid.org/0000-0001-6348-5939"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos Guestrin","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085826758"],"corresponding_institution_ids":["https://openalex.org/I4210142140"],"apc_list":null,"apc_paid":null,"fwci":7.3624,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.96786841,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6797641515731812},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6288232803344727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20959872007369995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6797641515731812},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6288232803344727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20959872007369995}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/2566486.2567991","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2566486.2567991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd international conference on World wide web","raw_type":"proceedings-article"},{"id":"pmh:oai:authors.library.caltech.edu:49560","is_oa":false,"landing_page_url":"https://resolver.caltech.edu/CaltechAUTHORS:20140910-144514868","pdf_url":null,"source":{"id":"https://openalex.org/S4306402161","display_name":"CaltechAUTHORS (California Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122411786","host_organization_name":"California Institute of Technology","host_organization_lineage":["https://openalex.org/I122411786"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.455.6123","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.455.6123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.princeton.edu/~chongw/papers/YueWangEl-AriniCuestrin.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.639.5891","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.639.5891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.yisongyue.com/publications/www2014_collab_cluster.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.890.3395","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.890.3395","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://wwwconference.org/proceedings/www2014/proceedings/p75.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3673805741","display_name":null,"funder_award_id":"N000141010672","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G5728373284","display_name":null,"funder_award_id":"N00014-08-1-0752","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W52853789","https://openalex.org/W1563088657","https://openalex.org/W1596524570","https://openalex.org/W1598194964","https://openalex.org/W1615057313","https://openalex.org/W1830239953","https://openalex.org/W1971829078","https://openalex.org/W1978394996","https://openalex.org/W2000122588","https://openalex.org/W2054141820","https://openalex.org/W2110877857","https://openalex.org/W2110994494","https://openalex.org/W2112420033","https://openalex.org/W2115657355","https://openalex.org/W2117154949","https://openalex.org/W2117476371","https://openalex.org/W2118393783","https://openalex.org/W2119556711","https://openalex.org/W2123228027","https://openalex.org/W2134982367","https://openalex.org/W2135790056","https://openalex.org/W2135880665","https://openalex.org/W2137245235","https://openalex.org/W2139956879","https://openalex.org/W2143104527","https://openalex.org/W2146388339","https://openalex.org/W2164278908","https://openalex.org/W2165949563","https://openalex.org/W2169343523","https://openalex.org/W2169495281","https://openalex.org/W2596356468","https://openalex.org/W2602024037","https://openalex.org/W2619168825","https://openalex.org/W2745560456","https://openalex.org/W2951342632","https://openalex.org/W2962912440","https://openalex.org/W4292363360","https://openalex.org/W6633328910","https://openalex.org/W6638478770","https://openalex.org/W6676641035","https://openalex.org/W6676678553","https://openalex.org/W6768433217","https://openalex.org/W7070499600"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2093578348","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2766271392","https://openalex.org/W1999627569","https://openalex.org/W763609066"],"abstract_inverted_index":{"We":[0,39,85,105,136],"study":[1,42],"the":[2,62,96],"problem":[3,47],"of":[4,98],"learning":[5,18,46,158],"personalized":[6],"user":[7,11,103,151],"models":[8,79,152],"from":[9,19,113],"rich":[10],"interactions.":[12],"In":[13],"particular,":[14],"we":[15,51,117],"focus":[16],"on":[17],"clustering":[20,61,83,115,155],"feedback":[21],"(i.e.,":[22],"grouping":[23],"recommended":[24],"items":[25,73],"into":[26],"clusters),":[27],"which":[28,50],"enables":[29],"users":[30,69,128],"to":[31,56,65,76,94,129],"express":[32],"similarity":[33,78,99],"or":[34,71],"redundancy":[35],"between":[36],"different":[37],"items.":[38],"propose":[40,86],"and":[41,131,143,156],"a":[43,87,102,114,120],"new":[44],"machine":[45],"for":[48,80,119],"personalization,":[49],"call":[52],"collaborative":[53,57,60],"clustering.":[54],"Analogous":[55],"filtering,":[58],"in":[59,74,134],"goal":[63],"is":[64],"leverage":[66],"how":[67],"existing":[68],"cluster":[70],"group":[72],"order":[75],"predict":[77],"other":[81],"users'":[82],"tasks.":[84],"simple":[88],"yet":[89],"effective":[90,150],"latent":[91],"factor":[92],"model":[93],"learn":[95],"variability":[97],"functions":[100],"across":[101],"population.":[104],"empirically":[106],"evaluate":[107,137],"our":[108,146],"approach":[109,147],"using":[110,138],"data":[111,122],"collected":[112],"interface":[116],"developed":[118],"goal-oriented":[121],"exploration":[123],"(or":[124],"sensemaking)":[125],"task:":[126],"asking":[127],"explore":[130],"organize":[132],"attractions":[133],"Paris.":[135],"several":[139],"realistic":[140],"use":[141],"cases,":[142],"show":[144],"that":[145],"learns":[148],"more":[149],"than":[153],"conventional":[154],"metric":[157],"approaches.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
