{"id":"https://openalex.org/W2905427916","doi":"https://doi.org/10.1142/s1793351x18500046","title":"A Generalized Evaluation Framework for Multimedia Recommender Systems","display_name":"A Generalized Evaluation Framework for Multimedia Recommender Systems","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2905427916","doi":"https://doi.org/10.1142/s1793351x18500046","mag":"2905427916"},"language":"en","primary_location":{"id":"doi:10.1142/s1793351x18500046","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x18500046","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-351X","issn":["1793-351X","1793-7108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","raw_type":"journal-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/A5019482691","display_name":"Mouzhi Ge","orcid":"https://orcid.org/0000-0002-4107-5303"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Mouzhi Ge","raw_affiliation_strings":["Faculty of Informatics, Masaryk University, Brno 60200, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Masaryk University, Brno 60200, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010558925","display_name":"Fabio Persia","orcid":"https://orcid.org/0000-0002-1798-0215"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Persia","raw_affiliation_strings":["Faculty of Computer Science, Free University of Bozen-Bolzano, Bozen-Bolzano 39100, Italy"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Free University of Bozen-Bolzano, Bozen-Bolzano 39100, Italy","institution_ids":["https://openalex.org/I171543936"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019482691"],"corresponding_institution_ids":["https://openalex.org/I21449261"],"apc_list":null,"apc_paid":null,"fwci":1.5708,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8865745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"12","issue":"04","first_page":"541","last_page":"557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.996999979019165,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9908999800682068,"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":0.9055001735687256},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8662630319595337},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.6992872953414917},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.6093856692314148},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4654830992221832},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4223787784576416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9055001735687256},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8662630319595337},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.6992872953414917},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.6093856692314148},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4654830992221832},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4223787784576416}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s1793351x18500046","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x18500046","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-351X","issn":["1793-351X","1793-7108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","raw_type":"journal-article"},{"id":"pmh:oai:alma.39UBZ_INST:11235166960001241","is_oa":false,"landing_page_url":"https://www.worldscientific.com/doi/abs/10.1142/S1793351X18500046","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:unibz.it:11235166960001241","is_oa":false,"landing_page_url":"https://bia.unibz.it/esploro/outputs/journalArticle/A-Generalized-Evaluation-Framework-for-Multimedia/991005772467301241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1530276735","https://openalex.org/W1966933694","https://openalex.org/W1992299165","https://openalex.org/W2000293724","https://openalex.org/W2001001398","https://openalex.org/W2013728466","https://openalex.org/W2040809877","https://openalex.org/W2042418169","https://openalex.org/W2087601404","https://openalex.org/W2127378945","https://openalex.org/W2165021061","https://openalex.org/W2171960770","https://openalex.org/W2273155721","https://openalex.org/W2605606249","https://openalex.org/W2621613102"],"related_works":["https://openalex.org/W4251329182","https://openalex.org/W1599110641","https://openalex.org/W1575740715","https://openalex.org/W1549403601","https://openalex.org/W2497510784","https://openalex.org/W2078352417","https://openalex.org/W4252183363","https://openalex.org/W2787177576","https://openalex.org/W2418053903","https://openalex.org/W2098758514"],"abstract_inverted_index":{"With":[0],"the":[1,23,44,60,69,72,86,92,97,118,126,134,144],"widespread":[2],"availability":[3],"of":[4,74,89],"media":[5],"technologies,":[6],"such":[7],"as":[8],"real-time":[9],"streaming,":[10],"new":[11],"Internet-of-Thing":[12],"devices":[13],"and":[14,22,37,116,146],"smart":[15],"phones,":[16],"multimedia":[17,25,46,50,62,76,90,108,128,155],"data":[18,26],"are":[19,65],"extensively":[20],"increased":[21],"big":[24],"rapidly":[27],"spread":[28],"over":[29],"various":[30],"social":[31],"networks.":[32],"This":[33],"has":[34],"created":[35],"complexity":[36],"information":[38],"overload":[39],"for":[40,154],"users":[41,58],"to":[42,56,106,142,148],"choose":[43],"suitable":[45],"objects.":[47],"Thus,":[48],"different":[49],"recommender":[51,77,99,129,156],"systems":[52,78,100],"have":[53,122],"been":[54,123],"emerging":[55],"help":[57],"find":[59],"useful":[61],"objects":[63],"that":[64,121],"possibly":[66],"preferred":[67],"by":[68],"user.":[70],"However,":[71],"evaluation":[73,93,119,140],"these":[75],"is":[79],"still":[80],"in":[81,125],"an":[82],"ad-hoc":[83],"stage.":[84],"Given":[85],"distinct":[87],"features":[88],"objects,":[91],"criteria":[94,120],"adopted":[95],"from":[96],"general":[98],"might":[101],"not":[102],"be":[103],"effectively":[104],"used":[105,124],"evaluate":[107],"recommendations.":[109],"In":[110],"this":[111],"paper,":[112],"we":[113,136],"therefore":[114],"review":[115],"analyze":[117],"previous":[127],"system":[130],"papers.":[131],"Based":[132],"on":[133],"review,":[135],"propose":[137],"a":[138],"generalized":[139],"framework":[141],"guide":[143],"researchers":[145],"practitioners":[147],"perform":[149],"evaluations,":[150,153],"especially":[151],"user-centric":[152],"systems.":[157]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
