{"id":"https://openalex.org/W4387846609","doi":"https://doi.org/10.1145/3583780.3615314","title":"The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models","display_name":"The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models","publication_year":2023,"publication_date":"2023-10-21","ids":{"openalex":"https://openalex.org/W4387846609","doi":"https://doi.org/10.1145/3583780.3615314"},"language":"en","primary_location":{"id":"doi:10.1145/3583780.3615314","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615314","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615314","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","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/10.1145/3583780.3615314","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100370699","display_name":"Zheng Chen","orcid":"https://orcid.org/0000-0003-4406-2193"},"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":true,"raw_author_name":"Zheng Chen","raw_affiliation_strings":["Amazon Alexa, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon Alexa, Seattle, WA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038982792","display_name":"Ziyan Jiang","orcid":"https://orcid.org/0009-0005-4955-0737"},"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":"Ziyan Jiang","raw_affiliation_strings":["Amazon Alexa, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon Alexa, Seattle, WA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114269764","display_name":"Fan Yang","orcid":"https://orcid.org/0009-0007-2814-2261"},"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":"Fan Yang","raw_affiliation_strings":["Amazon Alexa, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon Alexa, Seattle, WA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061585298","display_name":"Zhankui He","orcid":"https://orcid.org/0000-0002-9139-8004"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhankui He","raw_affiliation_strings":["University of California, San Diego, La Jolla, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052347581","display_name":"Yupeng Hou","orcid":"https://orcid.org/0000-0002-0747-8010"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yupeng Hou","raw_affiliation_strings":["University of California, San Diego, La Jolla, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101688710","display_name":"Eunah Cho","orcid":"https://orcid.org/0009-0003-5637-5338"},"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":"Eunah Cho","raw_affiliation_strings":["Amazon Alexa, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon Alexa, Seattle, WA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021827617","display_name":"Julian McAuley","orcid":"https://orcid.org/0000-0003-0955-7588"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julian McAuley","raw_affiliation_strings":["University of California, San Diego, La Jolla, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101715504","display_name":"Aram Galstyan","orcid":"https://orcid.org/0000-0003-4215-0886"},"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":"Aram Galstyan","raw_affiliation_strings":["Amazon Alexa, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon Alexa, Seattle, WA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101569677","display_name":"Xiaohua Hu","orcid":"https://orcid.org/0000-0001-6942-490X"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaohua Hu","raw_affiliation_strings":["Drexel University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029123550","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0002-0350-0313"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5100370699"],"corresponding_institution_ids":["https://openalex.org/I1311688040"],"apc_list":null,"apc_paid":null,"fwci":0.6959,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76395441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"5267","last_page":"5270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9976000189781189,"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/T10028","display_name":"Topic Modeling","score":0.9976000189781189,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9708999991416931,"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/T11719","display_name":"Data Quality and Management","score":0.9584000110626221,"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/personalization","display_name":"Personalization","score":0.8458303213119507},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7692395448684692},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6082648038864136},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5870412588119507},{"id":"https://openalex.org/keywords/cornerstone","display_name":"Cornerstone","score":0.584139347076416},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.531947910785675},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.48900923132896423},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4655265212059021},{"id":"https://openalex.org/keywords/panel-discussion","display_name":"Panel discussion","score":0.434592068195343},{"id":"https://openalex.org/keywords/nexus","display_name":"Nexus (standard)","score":0.4231888949871063},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4134975075721741},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3974934220314026},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35706448554992676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21551981568336487},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.17999950051307678},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1306481659412384}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8458303213119507},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7692395448684692},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6082648038864136},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5870412588119507},{"id":"https://openalex.org/C2780616401","wikidata":"https://www.wikidata.org/wiki/Q1133673","display_name":"Cornerstone","level":2,"score":0.584139347076416},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.531947910785675},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.48900923132896423},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4655265212059021},{"id":"https://openalex.org/C2781433648","wikidata":"https://www.wikidata.org/wiki/Q2100278","display_name":"Panel discussion","level":2,"score":0.434592068195343},{"id":"https://openalex.org/C148609458","wikidata":"https://www.wikidata.org/wiki/Q7021281","display_name":"Nexus (standard)","level":2,"score":0.4231888949871063},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4134975075721741},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3974934220314026},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35706448554992676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21551981568336487},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.17999950051307678},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1306481659412384},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583780.3615314","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615314","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615314","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3583780.3615314","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615314","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615314","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387846609.pdf","grobid_xml":"https://content.openalex.org/works/W4387846609.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1748329829","https://openalex.org/W2024679399","https://openalex.org/W2076006872","https://openalex.org/W2091033614","https://openalex.org/W2150608210","https://openalex.org/W2511352244","https://openalex.org/W2891113996","https://openalex.org/W2944145673","https://openalex.org/W3000666106","https://openalex.org/W3153594481","https://openalex.org/W3213453119","https://openalex.org/W4221158409","https://openalex.org/W4296591867","https://openalex.org/W4323655724","https://openalex.org/W4360612299","https://openalex.org/W4389519387","https://openalex.org/W4389524022","https://openalex.org/W4389636360"],"related_works":["https://openalex.org/W2088111589","https://openalex.org/W2321083758","https://openalex.org/W4366496304","https://openalex.org/W2375906709","https://openalex.org/W4229004718","https://openalex.org/W2417150748","https://openalex.org/W2350669386","https://openalex.org/W2348913748","https://openalex.org/W2381386433","https://openalex.org/W4381053491"],"abstract_inverted_index":{"The":[0],"First":[1],"Workshop":[2],"on":[3,80],"Personalized":[4],"Generative":[5],"AI1":[6],"aims":[7,141],"to":[8,33,46,124,142],"be":[9,125],"a":[10,48,68,81,109,126,144,162],"cornerstone":[11],"event":[12,76],"fostering":[13],"innovation":[14],"and":[15,40,59,72,89,98,102,118,136],"collaboration":[16],"in":[17,62,105,128,165],"the":[18,25,42,75,87,99,121,129],"dynamic":[19],"field":[20],"of":[21,28,50,83,91,112,131,157],"personalized":[22,166],"AI.":[23],"Leveraging":[24],"potent":[26],"capabilities":[27],"Large":[29],"Language":[30],"Models":[31],"(LLMs)":[32],"enhance":[34],"user":[35,65,159],"experiences":[36],"with":[37],"tailored":[38],"responses":[39],"recommendations,":[41],"workshop":[43,122],"is":[44],"designed":[45],"address":[47],"range":[49],"pressing":[51],"challenges":[52],"including":[53],"knowledge":[54],"gap":[55],"bridging,":[56],"hallucination":[57],"mitigation,":[58],"efficiency":[60],"optimization":[61],"handling":[63],"extensive":[64],"profiles.":[66],"As":[67],"nexus":[69],"for":[70,95],"academics":[71],"industry":[73],"professionals,":[74],"promises":[77],"rich":[78],"discussions":[79],"plethora":[82],"topics":[84],"such":[85],"as":[86],"development":[88,130],"fine-tuning":[90],"foundational":[92],"models,":[93],"strategies":[94],"multi-modal":[96],"personalization,":[97],"imperative":[100],"ethical":[101],"privacy":[103],"considerations":[104],"LLM":[106],"deployment.":[107],"Through":[108],"curated":[110],"series":[111],"keynote":[113],"speeches,":[114],"insightful":[115],"panel":[116],"discussions,":[117],"hands-on":[119],"sessions,":[120],"aspires":[123],"catalyst":[127],"more":[132],"precise,":[133],"contextually":[134],"relevant,":[135],"user-centric":[137],"AI":[138,148],"systems.":[139],"It":[140],"foster":[143],"landscape":[145],"where":[146],"generative":[147],"systems":[149],"are":[150],"not":[151],"only":[152],"responsive":[153],"but":[154],"also":[155],"anticipatory":[156],"individual":[158],"needs,":[160],"marking":[161],"significant":[163],"stride":[164],"experiences.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}