{"id":"https://openalex.org/W2746385174","doi":"https://doi.org/10.1145/3109859.3109921","title":"Personalized Job Recommendation System at LinkedIn","display_name":"Personalized Job Recommendation System at LinkedIn","publication_year":2017,"publication_date":"2017-08-24","ids":{"openalex":"https://openalex.org/W2746385174","doi":"https://doi.org/10.1145/3109859.3109921","mag":"2746385174"},"language":"en","primary_location":{"id":"doi:10.1145/3109859.3109921","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3109859.3109921","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eleventh ACM Conference on Recommender Systems","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/A5002843568","display_name":"Krishnaram Kenthapadi","orcid":"https://orcid.org/0000-0003-1237-087X"},"institutions":[{"id":"https://openalex.org/I1316064682","display_name":"LinkedIn (United States)","ror":"https://ror.org/02fyxhe35","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I1316064682"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Krishnaram Kenthapadi","raw_affiliation_strings":["LinkedIn Corporation, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"LinkedIn Corporation, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1316064682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060224422","display_name":"Benjamin Le","orcid":"https://orcid.org/0000-0001-5522-6654"},"institutions":[{"id":"https://openalex.org/I1316064682","display_name":"LinkedIn (United States)","ror":"https://ror.org/02fyxhe35","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I1316064682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Le","raw_affiliation_strings":["LinkedIn Corporation, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"LinkedIn Corporation, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1316064682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101577886","display_name":"Ganesh Venkataraman","orcid":"https://orcid.org/0009-0005-4007-8309"},"institutions":[{"id":"https://openalex.org/I1316064682","display_name":"LinkedIn (United States)","ror":"https://ror.org/02fyxhe35","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I1316064682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ganesh Venkataraman","raw_affiliation_strings":["LinkedIn Corporation, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"LinkedIn Corporation, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1316064682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002843568"],"corresponding_institution_ids":["https://openalex.org/I1316064682"],"apc_list":null,"apc_paid":null,"fwci":7.4443,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":{"value":0.97500924,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"346","last_page":"347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9973000288009644,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/seekers","display_name":"Seekers","score":0.8491427898406982},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.664031982421875},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5583676695823669},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5464287400245667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5048230290412903},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.49860715866088867},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.45886725187301636},{"id":"https://openalex.org/keywords/job-analysis","display_name":"Job analysis","score":0.4416614770889282},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4277169704437256},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33321160078048706},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3031180500984192},{"id":"https://openalex.org/keywords/job-satisfaction","display_name":"Job satisfaction","score":0.21490970253944397},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1124471127986908},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0957561731338501},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08358633518218994}],"concepts":[{"id":"https://openalex.org/C2776493517","wikidata":"https://www.wikidata.org/wiki/Q1479542","display_name":"Seekers","level":2,"score":0.8491427898406982},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.664031982421875},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5583676695823669},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5464287400245667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5048230290412903},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.49860715866088867},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.45886725187301636},{"id":"https://openalex.org/C58346731","wikidata":"https://www.wikidata.org/wiki/Q627339","display_name":"Job analysis","level":3,"score":0.4416614770889282},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4277169704437256},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33321160078048706},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3031180500984192},{"id":"https://openalex.org/C2718322","wikidata":"https://www.wikidata.org/wiki/Q629463","display_name":"Job satisfaction","level":2,"score":0.21490970253944397},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1124471127986908},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0957561731338501},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08358633518218994},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3109859.3109921","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3109859.3109921","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eleventh ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2154610494","https://openalex.org/W2515483217","https://openalex.org/W2516369484","https://openalex.org/W2624671665","https://openalex.org/W2743723926","https://openalex.org/W2768024336"],"related_works":["https://openalex.org/W2146683837","https://openalex.org/W3142257907","https://openalex.org/W2890038060","https://openalex.org/W1489263010","https://openalex.org/W2765316354","https://openalex.org/W3149572812","https://openalex.org/W3125580266","https://openalex.org/W3124838578","https://openalex.org/W3092950680","https://openalex.org/W1500637420"],"abstract_inverted_index":{"Online":[0],"professional":[1],"social":[2],"networks":[3],"such":[4],"as":[5,35],"LinkedIn":[6],"play":[7],"a":[8,36,63],"key":[9],"role":[10],"in":[11,89],"helping":[12],"job":[13,20,28,45,53,56,59,76],"seekers":[14,54],"find":[15],"right":[16],"career":[17],"opportunities":[18],"and":[19,44,47,55],"providers":[21],"reach":[22],"out":[23],"to":[24,33,48,51,66],"potential":[25,42],"candidates.":[26],"LinkedIn's":[27,58],"ecosystem":[29],"has":[30],"been":[31],"designed":[32],"serve":[34],"marketplace":[37],"for":[38,80],"efficient":[39],"matching":[40],"between":[41],"candidates":[43],"postings,":[46],"provide":[49],"tools":[50],"connect":[52],"providers.":[57],"recommendations":[60],"product":[61],"is":[62],"crucial":[64],"mechanism":[65],"help":[67],"achieve":[68],"these":[69],"goals,":[70],"wherein":[71],"personalized":[72],"sets":[73],"of":[74],"recommended":[75],"postings":[77],"are":[78],"presented":[79],"members":[81],"based":[82],"on":[83],"the":[84],"structured,":[85],"context":[86],"data":[87],"present":[88],"their":[90],"profiles.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}