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   Articles with "service recommendation" as a keyword



QoS Prediction for Service Recommendation with Deep Feature Learning in Edge Computing Environment

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recommendations! 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

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recommendations! 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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recommendations! Published in 2019 at "International Journal of Computer Integrated Manufacturing"

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

Digital Twins-Assisted Service Recommendation with Preference Prediction in 6G-Enabled Edge Computing

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recommendations! Published in 2025 at "IEEE Communications Magazine"

DOI: 10.1109/mcom.001.2300697

Abstract: With the advent of sixth generation (6G) communication systems, edge computing benefits from enhanced bandwidth and increased network throughput, further diminishing service latency. Against this background, 6G-enabled edge computing makes it possible for service recommendation… read more here.

Keywords: service recommendation; edge computing; service; enabled edge ... See more keywords

Time-Location-Relationship Combined Service Recommendation Based on Taxi Trajectory Data

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recommendations! 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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recommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"

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
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An Efficient Service Recommendation Algorithm for Cyber-Physical-Social Systems

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recommendations! 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

Web API Recommendation via Leveraging Content and Network Semantics

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recommendations! Published in 2024 at "IEEE Transactions on Network and Service Management"

DOI: 10.1109/tnsm.2024.3422233

Abstract: With the wide adoption of SOA (Service Oriented Architecture) in software engineering, a large number of Web services have emerged to meet the Mashup development requirements. Due to the existence of numerous Web services with… read more here.

Keywords: semantics; information; service recommendation; service ... See more keywords

Service Recommendation Based on Multi-Level View Contrastive Learning

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recommendations! Published in 2025 at "IEEE Transactions on Network and Service Management"

DOI: 10.1109/tnsm.2024.3510399

Abstract: In the context of the rapid development of service-oriented computing and cloud computing, selecting the service that meets the user’s needs from an ever-increasing number of Web services is always challenging. Exploiting auxiliary information such… read more here.

Keywords: view; information; service recommendation; service ... See more keywords

Functional and Contextual Attention-Based LSTM for Service Recommendation in Mashup Creation

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recommendations! 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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recommendations! Published in 2019 at "IEEE Transactions on Services Computing"

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