{"id":"https://openalex.org/W2518334072","doi":"https://doi.org/10.1109/icufn.2016.7537055","title":"A design of smart docent service using hybrid recommenders","display_name":"A design of smart docent service using hybrid recommenders","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2518334072","doi":"https://doi.org/10.1109/icufn.2016.7537055","mag":"2518334072"},"language":"en","primary_location":{"id":"doi:10.1109/icufn.2016.7537055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn.2016.7537055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Eighth International Conference on Ubiquitous and Future Networks (ICUFN)","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/A5110282143","display_name":"Ki-Sook Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Ki-Sook Chung","raw_affiliation_strings":["Dept. of Fixed & Mobile Trust Network, Electronics and Telecommunication Research Institution, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Dept. of Fixed & Mobile Trust Network, Electronics and Telecommunication Research Institution, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044976829","display_name":"Thai Quang Tung","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Thai Quang Tung","raw_affiliation_strings":["Dept. of Fixed & Mobile Trust Network, Electronics and Telecommunication Research Institution, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Dept. of Fixed & Mobile Trust Network, Electronics and Telecommunication Research Institution, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059898850","display_name":"Changsup Keum","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chang-sup Keum","raw_affiliation_strings":["Dept. of Fixed & Mobile Trust Network, Electronics and Telecommunication Research Institution, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Dept. of Fixed & Mobile Trust Network, Electronics and Telecommunication Research Institution, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110282143"],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11908748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"386","last_page":"389"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9757999777793884,"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/visitor-pattern","display_name":"Visitor pattern","score":0.8180784583091736},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7506295442581177},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7413440346717834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7277393341064453},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5902420878410339},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.520486056804657},{"id":"https://openalex.org/keywords/amazon-rainforest","display_name":"Amazon rainforest","score":0.4591706395149231},{"id":"https://openalex.org/keywords/customer-service","display_name":"Customer service","score":0.4182773232460022},{"id":"https://openalex.org/keywords/mashup","display_name":"Mashup","score":0.4101911187171936},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.36033472418785095},{"id":"https://openalex.org/keywords/web-2.0","display_name":"Web 2.0","score":0.14299750328063965},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.09861597418785095},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07520872354507446}],"concepts":[{"id":"https://openalex.org/C48947383","wikidata":"https://www.wikidata.org/wiki/Q830719","display_name":"Visitor pattern","level":2,"score":0.8180784583091736},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7506295442581177},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7413440346717834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7277393341064453},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5902420878410339},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.520486056804657},{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.4591706395149231},{"id":"https://openalex.org/C2984334869","wikidata":"https://www.wikidata.org/wiki/Q1060653","display_name":"Customer service","level":3,"score":0.4182773232460022},{"id":"https://openalex.org/C196126337","wikidata":"https://www.wikidata.org/wiki/Q821080","display_name":"Mashup","level":4,"score":0.4101911187171936},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.36033472418785095},{"id":"https://openalex.org/C136699151","wikidata":"https://www.wikidata.org/wiki/Q131164","display_name":"Web 2.0","level":3,"score":0.14299750328063965},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.09861597418785095},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07520872354507446},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icufn.2016.7537055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn.2016.7537055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Eighth International Conference on Ubiquitous and Future Networks (ICUFN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322093","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1570159982","https://openalex.org/W2042281163","https://openalex.org/W2105953200","https://openalex.org/W2128629010","https://openalex.org/W2159094788","https://openalex.org/W3199995296"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W1484355083","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622"],"abstract_inverted_index":{"E-commerce":[0],"companies":[1],"such":[2,64],"as":[3,65],"Amazon.com":[4],"and":[5,61,83],"Netflix":[6],"have":[7],"been":[8],"introducing":[9],"recommendation":[10,24,48],"techniques":[11],"to":[12,26,39,50],"attract":[13],"their":[14,17],"customers":[15],"on":[16],"web":[18],"sites.":[19],"At":[20],"Amazon.com,":[21],"they":[22],"use":[23,74],"algorithms":[25,49],"personalize":[27],"the":[28,56],"online":[29],"store":[30],"for":[31],"each":[32],"customer.":[33],"Many":[34],"applications":[35],"collect":[36],"customer's":[37],"interests":[38],"generate":[40],"a":[41,75],"list":[42],"of":[43],"recommended":[44],"items.":[45],"We":[46,73],"introduce":[47],"smart":[51],"docent":[52],"service":[53],"which":[54,78],"guides":[55],"visitor":[57],"considering":[58],"his":[59,66],"preference":[60],"other":[62],"conditions":[63],"location":[67],"in":[68],"museums":[69],"or":[70],"art":[71],"galleries.":[72],"hybrid":[76],"approach":[77],"combines":[79],"item-item":[80],"collaborative":[81],"filtering":[82],"demographical":[84],"recommendation.":[85]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}