{"id":"https://openalex.org/W2894060880","doi":"https://doi.org/10.1145/3240323.3240395","title":"A field study of related video recommendations","display_name":"A field study of related video recommendations","publication_year":2018,"publication_date":"2018-09-27","ids":{"openalex":"https://openalex.org/W2894060880","doi":"https://doi.org/10.1145/3240323.3240395","mag":"2894060880"},"language":"en","primary_location":{"id":"doi:10.1145/3240323.3240395","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3240323.3240395","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240395","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":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240395","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039877768","display_name":"Yifan Zhong","orcid":"https://orcid.org/0000-0001-8143-8992"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yifan Zhong","raw_affiliation_strings":["University of Minnesota"],"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018106948","display_name":"Tahir Lazaro Sousa Menezes","orcid":null},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tahir Lazaro Sousa Menezes","raw_affiliation_strings":["University of Minnesota"],"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050764604","display_name":"Vikas Kumar","orcid":"https://orcid.org/0000-0001-9882-7310"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikas Kumar","raw_affiliation_strings":["University of Minnesota"],"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086649532","display_name":"Qian Zhao","orcid":"https://orcid.org/0000-0002-3758-237X"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qian Zhao","raw_affiliation_strings":["University of Minnesota"],"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029009966","display_name":"F. Maxwell Harper","orcid":"https://orcid.org/0000-0003-0552-5773"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"F. Maxwell Harper","raw_affiliation_strings":["University of Minnesota"],"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039877768"],"corresponding_institution_ids":["https://openalex.org/I2800403580"],"apc_list":null,"apc_paid":null,"fwci":1.6447,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88769922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"274","last_page":"278"},"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":0.9973999857902527,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8051708936691284},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6935846209526062},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6685256958007812},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6118642687797546},{"id":"https://openalex.org/keywords/trailer","display_name":"Trailer","score":0.5164644718170166},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.46046918630599976},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3620259761810303},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3376459777355194},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27268093824386597},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.14443069696426392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8051708936691284},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6935846209526062},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6685256958007812},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6118642687797546},{"id":"https://openalex.org/C2779101595","wikidata":"https://www.wikidata.org/wiki/Q7832787","display_name":"Trailer","level":2,"score":0.5164644718170166},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.46046918630599976},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3620259761810303},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3376459777355194},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27268093824386597},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.14443069696426392},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3240323.3240395","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3240323.3240395","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240395","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":{"id":"doi:10.1145/3240323.3240395","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3240323.3240395","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240395","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1131347733","display_name":null,"funder_award_id":"1319382","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1436238478","display_name":null,"funder_award_id":"IIS-1319382","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3067533499","display_name":null,"funder_award_id":"IIS-1218826","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4619919847","display_name":"HCC: Medium: Collaborative Research: Guiding Folksonomy Development to Enable Novel Tagging Applications","funder_award_id":"0964695","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5116680640","display_name":null,"funder_award_id":"964695","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5641787588","display_name":null,"funder_award_id":"IIS-0964695, IIS-1017697, IIS-1111201, IIS-1210863, IIS-1218826","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7280059312","display_name":null,"funder_award_id":"IIS-1111","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7586110797","display_name":null,"funder_award_id":"1210863","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8493781055","display_name":null,"funder_award_id":"0964695,1017697,1111201,1210863,1218826,1319382","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8616553125","display_name":"HCC: Small: Tools and Mechanisms to Support Civic GeoCampaigns","funder_award_id":"1218826","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2894060880.pdf","grobid_xml":"https://content.openalex.org/works/W2894060880.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1977606842","https://openalex.org/W1981403449","https://openalex.org/W2016883491","https://openalex.org/W2020901563","https://openalex.org/W2040367556","https://openalex.org/W2042281163","https://openalex.org/W2056021151","https://openalex.org/W2076589322","https://openalex.org/W2080224672","https://openalex.org/W2108790711","https://openalex.org/W2137183034","https://openalex.org/W2261219935","https://openalex.org/W2512971201","https://openalex.org/W2893241293","https://openalex.org/W4231749151","https://openalex.org/W4318211321"],"related_works":["https://openalex.org/W2911148753","https://openalex.org/W2101882832","https://openalex.org/W4327694446","https://openalex.org/W819012784","https://openalex.org/W1494281395","https://openalex.org/W2754401799","https://openalex.org/W2602800186","https://openalex.org/W1524995993","https://openalex.org/W3175006268","https://openalex.org/W2525073232"],"abstract_inverted_index":{"Many":[0],"video":[1,62],"sites":[2],"recommend":[3,41,69],"videos":[4],"related":[5,42,61,70,107],"to":[6,18,40,68,92,102],"the":[7,82,88,93,100],"one":[8],"a":[9,31,57],"user":[10],"is":[11],"watching.":[12],"These":[13],"recommendations":[14],"have":[15,37],"been":[16,38,47],"shown":[17],"influence":[19],"what":[20],"users":[21],"end":[22],"up":[23],"exploring":[24],"and":[25,78,86],"are":[26],"an":[27],"important":[28],"part":[29],"of":[30,35,60],"recommender":[32],"system.":[33],"Plenty":[34],"methods":[36],"proposed":[39],"videos,":[43],"but":[44],"there":[45],"has":[46],"relatively":[48],"little":[49],"work":[50],"that":[51,76,87],"compares":[52],"competing":[53],"strategies.":[54,110],"We":[55],"describe":[56],"field":[58],"study":[59],"recommendations,":[63],"where":[64],"we":[65],"deploy":[66],"algorithms":[67,80],"movie":[71],"trailers.":[72],"Our":[73,97],"results":[74],"show":[75],"recency-":[77],"similarity-based":[79],"yield":[81],"highest":[83],"click-through":[84],"rates,":[85],"recency-based":[89],"algorithm":[90],"leads":[91],"most":[94],"trailer-level":[95],"engagement.":[96],"findings":[98],"suggest":[99],"potential":[101],"design":[103],"non-personalized":[104],"yet":[105],"effective":[106],"item":[108],"recommendation":[109]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}