QoS Prediction for Service Recommendation with Deep Feature Learning in Edge Computing Environment
Sign Up to like & getrecommendations! Published in 2020 at "Mobile Networks and Applications"
DOI: 10.1007/s11036-019-01241-7
Abstract: Along with the popularity of intelligent services and mobile services, service recommendation has become a key task, especially the task based on quality-of-service (QoS) in edge computing environment. Most existing service recommendation methods have some… read more here.
Keywords: edge computing; computing environment; service recommendation; service ... See more keywords
Prediction of quality of service of fog nodes for service recommendation in fog computing based on trustworthiness of users
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Reliable Intelligent Environments"
DOI: 10.1007/s40860-021-00149-y
Abstract: Predicting the quality of service (QoS) values of fog nodes is essential for IoT devices. In an open and dynamic environment (such as fog computing), the numerous IoT devices contribute unreliable and false ratings to… read more here.
Keywords: fog nodes; fog computing; iot devices; service recommendation ... See more keywords
Service recommendation based on description reconstruction in cloud manufacturing
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DOI: 10.1080/0951192x.2019.1571242
Abstract: ABSTRACT Cloud manufacturing has become an important development trend in the manufacturing industry. Manufacturing companies package their resources and capabilities as manufacturing services and publish on cloud manufacturing service system. With the rapid increase of… read more here.
Keywords: manufacturing service; manufacturing; cloud manufacturing; service recommendation ... See more keywords
Time-Location-Relationship Combined Service Recommendation Based on Taxi Trajectory Data
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2017.2684163
Abstract: Recently, urban traffic management has encountered a paradoxical situation which is the empty carrying phenomenon for taxi drivers and the difficulty of taking a taxi for passengers. In this paper, through analyzing the quantitative relationship… read more here.
Keywords: model; service recommendation; relationship; time ... See more keywords
Keyword-Driven Service Recommendation Via Deep Reinforced Steiner Tree Search
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DOI: 10.1109/tii.2022.3177411
Abstract: Developers need to reuse web services and create mashups suitable for various scenarios. Currently, it relies on the developer’s adequate domain knowledge to be able to find services and verify their compatibility. Although service recommendation… read more here.
Keywords: deep reinforced; steiner tree; service recommendation; service ... See more keywords
An Efficient Service Recommendation Algorithm for Cyber-Physical-Social Systems
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2021.3092204
Abstract: CyberPhysicalSocial System (CPSS) technology closely integrates and coordinates computing resources, physical resources, and social information to provide humans with efficient and convenient services. Service recommendation technology satisfies the individual needs of users by collecting, processing,… read more here.
Keywords: recommendation; efficient service; cpss; service recommendation ... See more keywords
Functional and Contextual Attention-Based LSTM for Service Recommendation in Mashup Creation
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2018.2877363
Abstract: Service recommendation is a fundamental task in many application environments (e.g., Mashup creation and cloud computing). In the past, various methods have been proposed to facilitate the service selection process based on the original functional… read more here.
Keywords: attention; mashup creation; model; service recommendation ... See more keywords
Computational Experiment-Based Evaluation on Context-Aware O2O Service Recommendation
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DOI: 10.1109/tsc.2016.2638083
Abstract: O2O (online to offline) service recommendation is a typical context-aware service application, which needs to provide the most suitable services to customers in time according to their user profile and current context. By means of… read more here.
Keywords: context; evaluation; o2o service; service recommendation ... See more keywords
Temporal Knowledge Graph Embedding for Effective Service Recommendation
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2021.3075053
Abstract: Over the last decade, service selection and recommendation had been two strongly related service filtering steps. The ever changing services environment, users tastes, as well as the perception and popularity of available services, rise a… read more here.
Keywords: time; temporal knowledge; recommendation; service recommendation ... See more keywords
Mobility-aware personalized service recommendation in mobile edge computing
Sign Up to like & getrecommendations! Published in 2021 at "EURASIP Journal on Wireless Communications and Networking"
DOI: 10.1186/s13638-021-02068-1
Abstract: With the proliferation of smartphones and an increasing number of services provisioned by clouds, mobile edge computing (MEC) is emerging as a complementary technology of cloud computing. It could provide cloud resources and services by… read more here.
Keywords: service recommendation; service; edge; mobility ... See more keywords