{"id":"https://openalex.org/W2890837695","doi":"https://doi.org/10.1145/3240323.3240387","title":"Deep neural network marketplace recommenders in online experiments","display_name":"Deep neural network marketplace recommenders in online experiments","publication_year":2018,"publication_date":"2018-09-27","ids":{"openalex":"https://openalex.org/W2890837695","doi":"https://doi.org/10.1145/3240323.3240387","mag":"2890837695"},"language":"en","primary_location":{"id":"doi:10.1145/3240323.3240387","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240323.3240387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th 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/A5029033176","display_name":"Simen Eide","orcid":"https://orcid.org/0000-0003-4290-4684"},"institutions":[{"id":"https://openalex.org/I4210091082","display_name":"Industry Media Group (Norway)","ror":"https://ror.org/00c1cxt77","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210091082"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Simen Eide","raw_affiliation_strings":["Schibsted Media Group, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Schibsted Media Group, Oslo, Norway","institution_ids":["https://openalex.org/I4210091082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101455079","display_name":"Ning Zhou","orcid":"https://orcid.org/0000-0002-6890-6488"},"institutions":[{"id":"https://openalex.org/I4210091082","display_name":"Industry Media Group (Norway)","ror":"https://ror.org/00c1cxt77","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210091082"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Ning Zhou","raw_affiliation_strings":["Schibsted Media Group, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Schibsted Media Group, Oslo, Norway","institution_ids":["https://openalex.org/I4210091082"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029033176"],"corresponding_institution_ids":["https://openalex.org/I4210091082"],"apc_list":null,"apc_paid":null,"fwci":4.1117,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.94883378,"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":"387","last_page":"391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7973463535308838},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6551729440689087},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5976663827896118},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.503619372844696},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5029520392417908},{"id":"https://openalex.org/keywords/norwegian","display_name":"Norwegian","score":0.49775412678718567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4960831105709076},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48424598574638367},{"id":"https://openalex.org/keywords/user-engagement","display_name":"User engagement","score":0.45635277032852173},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4549597501754761},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4348158836364746},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.4116334617137909},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3912065029144287},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3353363871574402},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2296445369720459}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7973463535308838},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6551729440689087},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5976663827896118},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.503619372844696},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5029520392417908},{"id":"https://openalex.org/C63428231","wikidata":"https://www.wikidata.org/wiki/Q9043","display_name":"Norwegian","level":2,"score":0.49775412678718567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4960831105709076},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48424598574638367},{"id":"https://openalex.org/C2984870255","wikidata":"https://www.wikidata.org/wiki/Q5196451","display_name":"User engagement","level":2,"score":0.45635277032852173},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4549597501754761},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4348158836364746},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4116334617137909},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3912065029144287},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3353363871574402},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2296445369720459},{"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3240323.3240387","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240323.3240387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2012874614","https://openalex.org/W2042281163","https://openalex.org/W2070815407","https://openalex.org/W2112508839","https://openalex.org/W2118934678","https://openalex.org/W2142144955","https://openalex.org/W2153579005","https://openalex.org/W2158899491","https://openalex.org/W2183341477","https://openalex.org/W2500403796","https://openalex.org/W2512971201","https://openalex.org/W2562236173","https://openalex.org/W2593507512","https://openalex.org/W2622338386","https://openalex.org/W2750125311","https://openalex.org/W2770600170","https://openalex.org/W2890948834","https://openalex.org/W2952230511","https://openalex.org/W2962917313","https://openalex.org/W2964341035","https://openalex.org/W3099615256","https://openalex.org/W3099726625","https://openalex.org/W4300175872","https://openalex.org/W4301213493","https://openalex.org/W6683738474"],"related_works":["https://openalex.org/W103991513","https://openalex.org/W2591340154","https://openalex.org/W4391046580","https://openalex.org/W2890805343","https://openalex.org/W3172701938","https://openalex.org/W2589603142","https://openalex.org/W4311401186","https://openalex.org/W4286495470","https://openalex.org/W2970798629","https://openalex.org/W821930101"],"abstract_inverted_index":{"Recommendations":[0],"are":[1,94],"broadly":[2],"used":[3],"in":[4,37,97],"marketplaces":[5],"to":[6,12,24,31],"match":[7],"users":[8],"with":[9,55],"items":[10],"relevant":[11],"their":[13,25],"interests":[14],"and":[15,21,49,74,78,105],"needs.":[16],"To":[17],"understand":[18],"user":[19,72,84],"intent":[20],"tailor":[22],"recommendations":[23],"needs,":[26],"we":[27],"use":[28],"deep":[29,60],"learning":[30],"explore":[32],"various":[33],"heterogeneous":[34],"data":[35],"available":[36],"marketplaces.":[38],"This":[39],"paper":[40],"focuses":[41],"on":[42],"the":[43,51,100],"challenge":[44],"of":[45,59],"measuring":[46],"recommender":[47],"performance":[48],"summarizes":[50],"online":[52],"experiment":[53],"results":[54],"several":[56],"promising":[57],"types":[58],"neural":[61],"network":[62],"recommenders":[63,93],"-":[64],"hybrid":[65],"item":[66],"representation":[67],"models":[68,81],"combining":[69],"features":[70],"from":[71,89],"engagement":[73,85],"content,":[75],"sequence-based":[76],"models,":[77],"multi-armed":[79],"bandit":[80],"that":[82],"optimize":[83],"by":[86],"re-ranking":[87],"proposals":[88],"multiple":[90],"submodels.":[91],"The":[92],"currently":[95],"running":[96],"production":[98],"at":[99],"leading":[101],"Norwegian":[102],"marketplace":[103],"FINN.no":[104],"serves":[106],"over":[107],"one":[108],"million":[109],"visitors":[110],"everyday.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}