{"@context":{"@vocab":"https://cir.nii.ac.jp/schema/1.0/","rdfs":"http://www.w3.org/2000/01/rdf-schema#","dc":"http://purl.org/dc/elements/1.1/","dcterms":"http://purl.org/dc/terms/","foaf":"http://xmlns.com/foaf/0.1/","prism":"http://prismstandard.org/namespaces/basic/2.0/","cinii":"http://ci.nii.ac.jp/ns/1.0/","datacite":"https://schema.datacite.org/meta/kernel-4/","ndl":"http://ndl.go.jp/dcndl/terms/","jpcoar":"https://github.com/JPCOAR/schema/blob/master/2.0/"},"@id":"https://cir.nii.ac.jp/crid/1360004235403548416.json","@type":"Article","productIdentifier":[{"identifier":{"@type":"DOI","@value":"10.1109/tetc.2018.2792051"}},{"identifier":{"@type":"URI","@value":"http://xplorestaging.ieee.org/ielx7/6245516/8922818/08254367.pdf?arnumber=8254367"}}],"resourceType":"学術雑誌論文(journal article)","dc:title":[{"@value":"On A Novel Adaptive UAV-Mounted Cloudlet-Aided Recommendation System for LBSNs"}],"description":[{"notation":[{"@value":"Location Based Social Networks (LBSNs) have recently emerged as a hot research area. However, the high mobility of LBSN users and the need to quickly provide access points in their interest zones present a unique research challenge. In order to address this challenge, in this paper, we consider the Unmanned Aerial Vehicles (UAVs) to be a viable candidate to promptly form a wireless, meshed offloading backbone to support the LBSN data sensing and relevant data computations in the LBSN cloud. In the considered network, UAV-mounted cloudlets are assumed to carry out adaptive recommendation in a distributed manner so as to reduce computing and traffic load. Furthermore, the computational complexity and communication overhead of our proposed adaptive recommendation are analyzed. The effectiveness of the proposed recommendation system in the considered LBSN is evaluated through computer-based simulations. Simulation results demonstrate that our proposal achieves much improved performance compared to conventional methods in terms of accuracy, throughput, and delay."}]}],"creator":[{"@id":"https://cir.nii.ac.jp/crid/1380004235403548417","@type":"Researcher","foaf:name":[{"@value":"Fengxiao Tang"}]},{"@id":"https://cir.nii.ac.jp/crid/1380004235403548421","@type":"Researcher","foaf:name":[{"@value":"Zubair Md. Fadlullah"}]},{"@id":"https://cir.nii.ac.jp/crid/1380004235403548418","@type":"Researcher","foaf:name":[{"@value":"Bomin Mao"}]},{"@id":"https://cir.nii.ac.jp/crid/1380004235403548419","@type":"Researcher","foaf:name":[{"@value":"Nei Kato"}]},{"@id":"https://cir.nii.ac.jp/crid/1380004235403548420","@type":"Researcher","foaf:name":[{"@value":"Fumie Ono"}]},{"@id":"https://cir.nii.ac.jp/crid/1380004235403548416","@type":"Researcher","foaf:name":[{"@value":"Ryu Miura"}]}],"publication":{"publicationIdentifier":[{"@type":"EISSN","@value":"21686750"},{"@type":"EISSN","@value":"23764562"}],"prism:publicationName":[{"@value":"IEEE Transactions on Emerging Topics in Computing"}],"dc:publisher":[{"@value":"Institute of Electrical and Electronics Engineers (IEEE)"}],"prism:publicationDate":"2019-10-01","prism:volume":"7","prism:number":"4","prism:startingPage":"565","prism:endingPage":"577"},"reviewed":"false","dc:rights":["https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html","https://doi.org/10.15223/policy-029","https://doi.org/10.15223/policy-037"],"url":[{"@id":"http://xplorestaging.ieee.org/ielx7/6245516/8922818/08254367.pdf?arnumber=8254367"}],"createdAt":"2018-01-11","modifiedAt":"2022-07-13","project":[{"@id":"https://cir.nii.ac.jp/crid/1040000781902006912","@type":"Project","projectIdentifier":[{"@type":"KAKEN","@value":"16H05858"},{"@type":"JGN","@value":"JP16H05858"},{"@type":"URI","@value":"https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-16H05858/"}],"notation":[{"@language":"ja","@value":"Study of Joint Optimization of Quality of Service/Experience and Security for Differentiated Services in 5G Heterogeneous Networks"},{"@language":"en","@value":"Study of Joint Optimization of Quality of Service/Experience and Security for Differentiated Services in 5G Heterogeneous Networks"}]}],"relatedProduct":[{"@id":"https://cir.nii.ac.jp/crid/1360013267115154304","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"GeoLife2.0: A Location-Based Social Networking Service"}]},{"@id":"https://cir.nii.ac.jp/crid/1360013267313641728","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Big Data for Social Transportation"}]},{"@id":"https://cir.nii.ac.jp/crid/1360017279836439936","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Multihop Task Routing in UAV-Assisted Mobile-Edge Computing IoT Networks With Intelligent Reflective Surfaces"}]},{"@id":"https://cir.nii.ac.jp/crid/1360286995403635456","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"A Cooperative Transmission Scheme in Drone-Based Networks"}]},{"@id":"https://cir.nii.ac.jp/crid/1360294741629630976","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"A Carpooling Recommendation System for Taxicab Services"}]},{"@id":"https://cir.nii.ac.jp/crid/1360294742118187776","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Comparison of edge computing implementations: Fog computing, cloudlet and mobile edge computing"}]},{"@id":"https://cir.nii.ac.jp/crid/1360294742493811584","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Information Caching Strategy for Cyber Social Computing Based Wireless Networks"}]},{"@id":"https://cir.nii.ac.jp/crid/1360576122704352768","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"A novel design for content delivery over software defined mobile social networks"}]},{"@id":"https://cir.nii.ac.jp/crid/1360576215998506368","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Personality and location-based social networks"}]},{"@id":"https://cir.nii.ac.jp/crid/1360576216250835840","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"A Fine-Grained Indoor Location-Based Social Network"}]},{"@id":"https://cir.nii.ac.jp/crid/1360845538927572352","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"The Case for VM-Based Cloudlets in Mobile Computing"}]},{"@id":"https://cir.nii.ac.jp/crid/1360845538931464576","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Performance analysis of IEEE 802.11 MAC protocols in wireless LANs"}]},{"@id":"https://cir.nii.ac.jp/crid/1360857596201060608","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Hybrid Method for Minimizing Service Delay in Edge Cloud Computing Through VM Migration and Transmission Power Control"}]},{"@id":"https://cir.nii.ac.jp/crid/1360857691695043072","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Cold-Start Recommendation Using Bi-Clustering and Fusion for Large-Scale Social Recommender Systems"}]},{"@id":"https://cir.nii.ac.jp/crid/1360857692490722432","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"A Cross-Domain Recommendation Model for Cyber-Physical Systems"}]},{"@id":"https://cir.nii.ac.jp/crid/1360857692558941312","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"gSCorr"}]},{"@id":"https://cir.nii.ac.jp/crid/1361137045352757504","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Friendship and mobility"}]},{"@id":"https://cir.nii.ac.jp/crid/1361418519537193088","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Fairness-Aware and Privacy-Preserving Friend Matching Protocol in Mobile Social Networks"}]},{"@id":"https://cir.nii.ac.jp/crid/1361699994871344000","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Mobile-Edge Computing Architecture: The role of MEC in the Internet of Things"}]},{"@id":"https://cir.nii.ac.jp/crid/1361981468463383296","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Mining User Mobility Features for Next Place Prediction in Location-Based Services"}]},{"@id":"https://cir.nii.ac.jp/crid/1361981469912840320","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Challenges and Opportunities in Edge Computing"}]},{"@id":"https://cir.nii.ac.jp/crid/1361981470245196160","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"All your location are belong to us"}]},{"@id":"https://cir.nii.ac.jp/crid/1361981471299093248","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"A dynamic trajectory control algorithm for improving the communication throughput and delay in UAV-aided networks"}]},{"@id":"https://cir.nii.ac.jp/crid/1362544419181833600","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Relay by Smart Device: Innovative Communications for Efficient Information Sharing Among Vehicles and Pedestrians"}]},{"@id":"https://cir.nii.ac.jp/crid/1363107368542307456","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Utilising Location Based Social Media in Travel Survey Methods"}]},{"@id":"https://cir.nii.ac.jp/crid/1363107369914953856","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Device-to-device communications achieve efficient load balancing in LTE-advanced networks"}]},{"@id":"https://cir.nii.ac.jp/crid/1363388844970302848","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Recommendations in location-based social networks: a survey"}]},{"@id":"https://cir.nii.ac.jp/crid/1363951795456245376","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Relay-by-smartphone: realizing multihop device-to-device communications"}]},{"@id":"https://cir.nii.ac.jp/crid/1363951796300027520","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"LCARS"}]},{"@id":"https://cir.nii.ac.jp/crid/1370857690853775108","@type":"Product","relationType":["references"]},{"@id":"https://cir.nii.ac.jp/crid/1370857690853775115","@type":"Product","relationType":["references"]},{"@id":"https://cir.nii.ac.jp/crid/1370857690853775235","@type":"Product","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Location-based social network (LBSN) data: Emerging big data sources for travel demand and activity modeling."}]},{"@id":"https://cir.nii.ac.jp/crid/1370857690853775241","@type":"Product","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Mining location-based social networks: A predictive perspective"}]},{"@id":"https://cir.nii.ac.jp/crid/1370857690853775245","@type":"Product","relationType":["references"]}],"dataSourceIdentifier":[{"@type":"CROSSREF","@value":"10.1109/tetc.2018.2792051"},{"@type":"KAKEN","@value":"PRODUCT-22541782"},{"@type":"OPENAIRE","@value":"doi_dedup___::347edb0067a969524a6667dea84aa02a"},{"@type":"CROSSREF","@value":"10.1109/jiot.2022.3228863_references_DOI_8XcZVPTHLr6D8ejdG213ANMSJQx"},{"@type":"CROSSREF","@value":"10.1109/tvt.2020.2965597_references_DOI_8XcZVPTHLr6D8ejdG213ANMSJQx"}]}