{"id":"https://openalex.org/W2944699896","doi":"https://doi.org/10.1109/is.2018.8710568","title":"A Mobile Application for Personalized Movie Recommendations with Dynamic Updates","display_name":"A Mobile Application for Personalized Movie Recommendations with Dynamic Updates","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2944699896","doi":"https://doi.org/10.1109/is.2018.8710568","mag":"2944699896"},"language":"en","primary_location":{"id":"doi:10.1109/is.2018.8710568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2018.8710568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Intelligent Systems (IS)","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/A5078104336","display_name":"Harris Papadakis","orcid":"https://orcid.org/0000-0002-5751-1923"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Harris Papadakis","raw_affiliation_strings":["Department of Informatics Engineering, TEI of Crete, Heraklion, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, TEI of Crete, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047117000","display_name":"Paraskevi Fragopoulou","orcid":"https://orcid.org/0000-0002-7134-9029"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Paraskevi Fragopoulou","raw_affiliation_strings":["Department of Informatics Engineering, TEI of Crete, Heraklion, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, TEI of Crete, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035885356","display_name":"Nikos Michalakis","orcid":null},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Michalakis","raw_affiliation_strings":["Department of Informatics Engineering, TEI of Crete, Heraklion, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, TEI of Crete, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029737278","display_name":"Costas Panagiotakis","orcid":"https://orcid.org/0000-0003-3680-7087"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Costas Panagiotakis","raw_affiliation_strings":["Department of Informatics Engineering, TEI of Crete, Heraklion, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, TEI of Crete, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I28710699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078104336"],"corresponding_institution_ids":["https://openalex.org/I28710699"],"apc_list":null,"apc_paid":null,"fwci":0.3927,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75603069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"507","last_page":"514"},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9825000166893005,"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":0.8478533029556274},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6739402413368225},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4979538917541504},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4973953068256378},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4616495668888092},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.43320950865745544},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.42511898279190063},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4029451608657837},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3956875205039978},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35223835706710815}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8478533029556274},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6739402413368225},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4979538917541504},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4973953068256378},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4616495668888092},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.43320950865745544},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.42511898279190063},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4029451608657837},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3956875205039978},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35223835706710815},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/is.2018.8710568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2018.8710568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Intelligent Systems (IS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W1511814458","https://openalex.org/W1971040550","https://openalex.org/W1973444471","https://openalex.org/W1974712809","https://openalex.org/W1994389483","https://openalex.org/W2008803496","https://openalex.org/W2020098476","https://openalex.org/W2020189323","https://openalex.org/W2031634675","https://openalex.org/W2054141820","https://openalex.org/W2058188953","https://openalex.org/W2085937320","https://openalex.org/W2097516212","https://openalex.org/W2113802117","https://openalex.org/W2132051999","https://openalex.org/W2150713082","https://openalex.org/W2153578526","https://openalex.org/W2171960770","https://openalex.org/W2344015651","https://openalex.org/W2588988079","https://openalex.org/W2774584029","https://openalex.org/W4248150819","https://openalex.org/W6601785968"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W1657011257","https://openalex.org/W3175610199","https://openalex.org/W2048100608","https://openalex.org/W2090296580","https://openalex.org/W1576249345","https://openalex.org/W4243905374","https://openalex.org/W2785815065","https://openalex.org/W1796074903","https://openalex.org/W4245955065"],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"try":[2],"to":[3,93,108,129],"provide":[4,94,130],"users":[5,41,70,107,131],"with":[6,132],"accurate":[7],"personalized":[8,61,134],"suggestions":[9],"for":[10,60,69,149],"items":[11,156],"based":[12,71],"on":[13,72,84,171],"an":[14,56],"analysis":[15],"and":[16,22,30,36,97,180],"assessment":[17],"of":[18,27,34,67,80,182,191],"previous":[19],"user":[20,75],"behaviour":[21],"satisfaction.":[23],"With":[24],"the":[25,32,81,120,123,162,176,183,189,192],"abundance":[26],"online":[28,57],"products":[29],"services,":[31],"development":[33],"methods":[35],"tools":[37],"that":[38,89,145],"successfully":[39],"identify":[40],"preference":[42],"patterns":[43],"is":[44,164],"now,":[45],"more":[46],"than":[47],"ever,":[48],"imperative.":[49],"In":[50,118],"this":[51],"paper":[52],"we":[53],"present":[54],"MovieScore,":[55],"mobile":[58,152,184],"application":[59,82,105,121,185],"movie":[62,135],"recommendation,":[63],"which":[64,167],"predicts":[65],"movies":[66],"interest":[68],"previously":[73],"provided":[74],"satisfaction":[76],"ratings.":[77],"The":[78,137],"back-end":[79],"relies":[83],"a":[85],"novel":[86],"recommendation":[87,194],"algorithm":[88,126,163],"has":[90,168],"been":[91],"shown":[92],"excellent":[95],"results":[96],"exhibits":[98,140],"dynamic":[99,141],"incremental":[100],"update":[101,142],"behavior.":[102],"This":[103],"easy-to-use":[104],"allows":[106],"effortlessly":[109],"specify":[110],"their":[111],"preferences":[112],"by":[113],"rating":[114],"already":[115],"watched":[116],"movies.":[117],"turn,":[119],"employs":[122],"aforementioned":[124],"state-of-the-art":[125],"in":[127,151],"order":[128],"accurate,":[133],"recommendations.":[136],"proposed":[138],"system":[139],"behavior,":[143],"characteristic":[144],"renders":[146],"it":[147],"ideal":[148],"use":[150],"devices.":[153],"When":[154],"new":[155],"arrive":[157],"(movies,":[158],"users,":[159],"or":[160],"ratings)":[161],"retrained":[165],"incrementally":[166],"negligible":[169],"impact":[170],"its":[172],"performance.":[173],"We":[174],"describe":[175],"design,":[177],"implementation":[178],"details":[179],"functionality":[181],"as":[186,188],"well":[187],"basics":[190],"underlying":[193],"algorithm.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
