{"id":"https://openalex.org/W4224325509","doi":"https://doi.org/10.1145/3485447.3512115","title":"Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations","display_name":"Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations","publication_year":2022,"publication_date":"2022-04-25","ids":{"openalex":"https://openalex.org/W4224325509","doi":"https://doi.org/10.1145/3485447.3512115"},"language":"en","primary_location":{"id":"doi:10.1145/3485447.3512115","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3485447.3512115","pdf_url":null,"source":{"id":"https://openalex.org/S4363608783","display_name":"Proceedings of the ACM Web Conference 2022","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2022","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/A5067002223","display_name":"Zahra Nazari","orcid":"https://orcid.org/0000-0002-3832-8840"},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zahra Nazari","raw_affiliation_strings":["Spotify, USA"],"affiliations":[{"raw_affiliation_string":"Spotify, USA","institution_ids":["https://openalex.org/I4210122154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020257829","display_name":"Praveen Chandar","orcid":"https://orcid.org/0009-0008-2199-2631"},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Praveen Chandar","raw_affiliation_strings":["Spotify, USA"],"affiliations":[{"raw_affiliation_string":"Spotify, USA","institution_ids":["https://openalex.org/I4210122154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042586538","display_name":"Ghazal Fazelnia","orcid":"https://orcid.org/0000-0002-8833-8465"},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ghazal Fazelnia","raw_affiliation_strings":["Spotify, USA"],"affiliations":[{"raw_affiliation_string":"Spotify, USA","institution_ids":["https://openalex.org/I4210122154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112750692","display_name":"Catherine M. Edwards","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Catherine M. Edwards","raw_affiliation_strings":["Spotify, USA"],"affiliations":[{"raw_affiliation_string":"Spotify, USA","institution_ids":["https://openalex.org/I4210122154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109487140","display_name":"Benjamin Carterette","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Carterette","raw_affiliation_strings":["Spotify, USA"],"affiliations":[{"raw_affiliation_string":"Spotify, USA","institution_ids":["https://openalex.org/I4210122154"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002597222","display_name":"Mounia Lalmas","orcid":"https://orcid.org/0000-0002-3531-3096"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mounia Lalmas","raw_affiliation_strings":["Spotify, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Spotify, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5067002223"],"corresponding_institution_ids":["https://openalex.org/I4210122154"],"apc_list":null,"apc_paid":null,"fwci":1.3137,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82668383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2433","last_page":"2441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9966999888420105,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.7614302039146423},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7167056798934937},{"id":"https://openalex.org/keywords/downstream","display_name":"Downstream (manufacturing)","score":0.5520617365837097},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5410512685775757},{"id":"https://openalex.org/keywords/user-engagement","display_name":"User engagement","score":0.4485991895198822},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3589666485786438},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30699414014816284},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11309635639190674},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.060335397720336914}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7614302039146423},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7167056798934937},{"id":"https://openalex.org/C2776207758","wikidata":"https://www.wikidata.org/wiki/Q5303302","display_name":"Downstream (manufacturing)","level":2,"score":0.5520617365837097},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5410512685775757},{"id":"https://openalex.org/C2984870255","wikidata":"https://www.wikidata.org/wiki/Q5196451","display_name":"User engagement","level":2,"score":0.4485991895198822},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3589666485786438},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30699414014816284},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11309635639190674},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.060335397720336914},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3485447.3512115","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3485447.3512115","pdf_url":null,"source":{"id":"https://openalex.org/S4363608783","display_name":"Proceedings of the ACM Web Conference 2022","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2022","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W109553908","https://openalex.org/W1652319903","https://openalex.org/W1984871570","https://openalex.org/W2053473945","https://openalex.org/W2071724133","https://openalex.org/W2101409192","https://openalex.org/W2110228583","https://openalex.org/W2123958887","https://openalex.org/W2124187902","https://openalex.org/W2144807535","https://openalex.org/W2157244121","https://openalex.org/W2475334473","https://openalex.org/W2509048457","https://openalex.org/W2513929965","https://openalex.org/W2516360468","https://openalex.org/W2518116149","https://openalex.org/W2788728386","https://openalex.org/W2892686272","https://openalex.org/W2892888989","https://openalex.org/W2902572901","https://openalex.org/W2911936302","https://openalex.org/W2914622667","https://openalex.org/W2963842088","https://openalex.org/W2973172293","https://openalex.org/W3034931324","https://openalex.org/W3104569247","https://openalex.org/W3123871301","https://openalex.org/W3124675547","https://openalex.org/W4254507557"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W1583765404","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4288390103","https://openalex.org/W3172701938"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,17],"are":[2,8,18,62,93],"modulating":[3],"what":[4,80,99],"billions":[5],"of":[6,33,39,52,74],"people":[7,75],"exposed":[9,94],"to":[10,47,72],"on":[11,55,89],"a":[12,30,67,86],"daily":[13],"basis.":[14],"Typically,":[15],"these":[16],"optimized":[19],"for":[20,83],"user":[21],"engagement":[22],"signals":[23],"such":[24,34],"as":[25,96,98],"clicks,":[26],"streams,":[27],"likes,":[28],"or":[29],"weighted":[31],"combination":[32],"sets.":[35],"Despite":[36],"the":[37,49,59,90],"pervasiveness":[38],"this":[40],"practice,":[41],"little":[42],"research":[43],"has":[44],"been":[45],"done":[46],"explore":[48],"downstream":[50],"impacts":[51],"optimization":[53],"choice":[54],"users,":[56],"creators":[57],"and":[58,76],"ecosystem":[60],"they":[61,100],"offered":[63],"in.":[64],"We":[65],"used":[66],"platform":[68],"that":[69],"caters":[70],"recommendations":[71],"millions":[73],"show":[77],"in":[78],"practice":[79],"you":[81],"optimize":[82],"can":[84],"have":[85],"large":[87],"impact":[88],"content":[91],"users":[92],"to,":[95],"well":[97],"end":[101],"up":[102],"consuming.":[103]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
