{"id":"https://openalex.org/W3011059195","doi":"https://doi.org/10.1109/access.2020.2980206","title":"Tailoring Recommendations to Groups of Viewers on Smart TV: A Real-Time Profile Generation Approach","display_name":"Tailoring Recommendations to Groups of Viewers on Smart TV: A Real-Time Profile Generation Approach","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011059195","doi":"https://doi.org/10.1109/access.2020.2980206","mag":"3011059195"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980206","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032192.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032192.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027551807","display_name":"Iftikhar Alam","orcid":"https://orcid.org/0000-0002-8087-5485"},"institutions":[{"id":"https://openalex.org/I36001604","display_name":"University of Peshawar","ror":"https://ror.org/02t2qwf81","country_code":"PK","type":"funder","lineage":["https://openalex.org/I36001604"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Iftikhar Alam","raw_affiliation_strings":["Department of Computer Science, University of Peshawar, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Peshawar, Peshawar, Pakistan","institution_ids":["https://openalex.org/I36001604"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074454844","display_name":"Shah Khusro","orcid":"https://orcid.org/0000-0002-7734-7243"},"institutions":[{"id":"https://openalex.org/I36001604","display_name":"University of Peshawar","ror":"https://ror.org/02t2qwf81","country_code":"PK","type":"funder","lineage":["https://openalex.org/I36001604"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Shah Khusro","raw_affiliation_strings":["Department of Computer Science, University of Peshawar, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Peshawar, Peshawar, Pakistan","institution_ids":["https://openalex.org/I36001604"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.257,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":18,"citation_normalized_percentile":{"value":0.893547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":91},"biblio":{"volume":"8","issue":null,"first_page":"50814","last_page":"50827"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9972,"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":0.9972,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9826,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.9779,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.78938186},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7765031},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.75970083},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.64358395},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38235718},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3472005},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34047812},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3391521},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980206","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032192.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/a6215b68fd9245839e23278198899dc2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980206","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032192.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.67}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":109,"referenced_works":["https://openalex.org/W1139185857","https://openalex.org/W1445436971","https://openalex.org/W1486562431","https://openalex.org/W1487819558","https://openalex.org/W1514090031","https://openalex.org/W1527499847","https://openalex.org/W1552137696","https://openalex.org/W1566121166","https://openalex.org/W172843222","https://openalex.org/W18146528","https://openalex.org/W1927489780","https://openalex.org/W1978044639","https://openalex.org/W1984493633","https://openalex.org/W1990372165","https://openalex.org/W2013594895","https://openalex.org/W2013795106","https://openalex.org/W2015694765","https://openalex.org/W2027408638","https://openalex.org/W2030808931","https://openalex.org/W2033811191","https://openalex.org/W2034664660","https://openalex.org/W2039471999","https://openalex.org/W2044590505","https://openalex.org/W2048186099","https://openalex.org/W2050113838","https://openalex.org/W2051496548","https://openalex.org/W2053579989","https://openalex.org/W2069323392","https://openalex.org/W2079816415","https://openalex.org/W2087622523","https://openalex.org/W2091980200","https://openalex.org/W2107537290","https://openalex.org/W2118941095","https://openalex.org/W2124074612","https://openalex.org/W2125330369","https://openalex.org/W2140307463","https://openalex.org/W2150203549","https://openalex.org/W2165781255","https://openalex.org/W2166390741","https://openalex.org/W2170440421","https://openalex.org/W2183313457","https://openalex.org/W2184738131","https://openalex.org/W2208202899","https://openalex.org/W2235954573","https://openalex.org/W2374087952","https://openalex.org/W2400190969","https://openalex.org/W2401543427","https://openalex.org/W2465744396","https://openalex.org/W2491689631","https://openalex.org/W2509312103","https://openalex.org/W2512689111","https://openalex.org/W2519238731","https://openalex.org/W2520320495","https://openalex.org/W2567514223","https://openalex.org/W2568271394","https://openalex.org/W2575614814","https://openalex.org/W2594333775","https://openalex.org/W2608056061","https://openalex.org/W2611132268","https://openalex.org/W2612901205","https://openalex.org/W2615268351","https://openalex.org/W2621497252","https://openalex.org/W2733894020","https://openalex.org/W2742153114","https://openalex.org/W2754067538","https://openalex.org/W2757344433","https://openalex.org/W2766303133","https://openalex.org/W2769443623","https://openalex.org/W2775080811","https://openalex.org/W2784128585","https://openalex.org/W2785978588","https://openalex.org/W2789449863","https://openalex.org/W2791602430","https://openalex.org/W2802644309","https://openalex.org/W2802877479","https://openalex.org/W2805763230","https://openalex.org/W2806096773","https://openalex.org/W2885074430","https://openalex.org/W2888569021","https://openalex.org/W2889300370","https://openalex.org/W2890884621","https://openalex.org/W2892943592","https://openalex.org/W2893300720","https://openalex.org/W2909555347","https://openalex.org/W2911488506","https://openalex.org/W2912909080","https://openalex.org/W2913837433","https://openalex.org/W2914320989","https://openalex.org/W2918729459","https://openalex.org/W2920787205","https://openalex.org/W2921853616","https://openalex.org/W2922315613","https://openalex.org/W2946885062","https://openalex.org/W2947921774","https://openalex.org/W2951113132","https://openalex.org/W2957813291","https://openalex.org/W2962945387","https://openalex.org/W2978094096","https://openalex.org/W2999537838","https://openalex.org/W3005031961","https://openalex.org/W3005990207","https://openalex.org/W3014285001","https://openalex.org/W4253760012","https://openalex.org/W4285719527","https://openalex.org/W4297789040","https://openalex.org/W44410376","https://openalex.org/W582696108","https://openalex.org/W851180928","https://openalex.org/W99061429"],"related_works":["https://openalex.org/W4299935056","https://openalex.org/W2501188010","https://openalex.org/W2392768766","https://openalex.org/W2382021449","https://openalex.org/W2106424170","https://openalex.org/W2104269053","https://openalex.org/W2095118173","https://openalex.org/W2058118494","https://openalex.org/W2010935248","https://openalex.org/W1985426483"],"abstract_inverted_index":{"The":[0,56,142,223],"recommender":[1,110],"systems":[2,97],"predict":[3,61],"and":[4,13,37,65,76,92,101,118,125,137,148,155,219,229,235],"calculate":[5],"user":[6],"preferences":[7,64],"for":[8,72,151,172],"recommendations.":[9,73],"However,":[10,74],"such":[11,88,199],"predictions":[12,136],"calculations":[14],"are":[15,221],"neither":[16],"accurate":[17],"nor":[18],"viable":[19],"in":[20,40,177,205],"the":[21,28,50,62,116,130,182,188,212],"context":[22],"of":[23,52,139],"smart":[24,54,108,163,215],"TV":[25],"due":[26,134],"to":[27,99,114,128,135],"reasons":[29],"that":[30,112,132,187],"it":[31],"is":[32,81],"a":[33,68,107,145,162,169,174,178,192],"lean-back,":[34],"non-personalized":[35],"device,":[36],"normally":[38],"enjoyed":[39],"groups.":[41],"Hence,":[42],"group":[43,58,70,79,119,159,179,189],"recommendations":[44],"have":[45,85],"utmost":[46],"importance,":[47],"specifically":[48],"from":[49,121],"perspectives":[51],"watching":[53],"TV.":[55,164],"existing":[57],"recommendation":[59,208,233],"techniques":[60,84],"individual's":[63],"then":[66],"create":[67],"virtual":[69],"profile":[71],"identifying":[75],"satisfying":[77],"every":[78],"member":[80],"challenging.":[82],"Numerous":[83],"been":[86,227],"proposed,":[87],"as":[89,200],"face":[90],"detection":[91],"recognition":[93],"systems,":[94],"but":[95],"these":[96],"lead":[98],"security":[100],"privacy":[102],"issues.":[103],"This":[104,165],"paper":[105],"proposes":[106,144,168],"TV-based":[109],"system":[111],"aims":[113],"identify":[115],"individuals":[117],"members":[120],"their":[122],"\u201cage,\u201d":[123],"\u201cgender,\u201d":[124],"\u201cnumber\u201d":[126],"information":[127],"overcome":[129],"biases":[131],"occur":[133],"estimations":[138],"user's":[140,183],"preferences.":[141],"study":[143,166],"novel":[146,170],"formula":[147],"age-gender":[149],"matrix":[150],"generating":[152],"anonymous,":[153],"consolidated,":[154],"secure":[156],"profiles,":[157],"including":[158],"profiles":[160],"on":[161,195],"further":[167],"method":[171],"finding":[173],"dominant":[175],"character":[176],"by":[180],"utilizing":[181],"ratings.":[184],"Results":[185],"show":[186],"decision":[190],"has":[191,226],"significant":[193],"impact":[194],"supplying":[196],"social":[197],"metadata,":[198],"ratings,":[201],"comments,":[202],"etc.,":[203],"which":[204],"turn":[206],"improve":[207],"results.":[209],"For":[210],"materializing":[211],"proposed":[213],"work,":[214],"TV's":[216],"processing,":[217],"storage,":[218],"camera":[220],"utilized.":[222],"prototypical":[224],"implementation":[225],"tested":[228],"analyzed":[230],"with":[231],"improved":[232],"results":[234],"viewer(s)":[236],"satisfaction.":[237]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3011059195","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6}],"updated_date":"2025-04-26T19:06:33.140160","created_date":"2020-03-23"}