Modeling feature interactions for context-aware QoS prediction of IoT services
Abstract Accurate Quality of Service (QoS) prediction of service is a key measure to
accomplish successful applications such as QoS-aware service recommendation and …
accomplish successful applications such as QoS-aware service recommendation and …
QoS prediction for service recommendation with features learning in mobile edge computing environment
In recent years, deep neural networks have achieved exciting results in a variety of tasks,
and many fields try to introduce neural network techniques. In mobile edge computing, there …
and many fields try to introduce neural network techniques. In mobile edge computing, there …
QoS prediction for service recommendation with deep feature learning in edge computing environment
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 …
recommendation has become a key task, especially the task based on quality-of-service …
Covering-based web service quality prediction via neighborhood-aware matrix factorization
The number of Web services on the Internet has been growing rapidly. This has made it
increasingly difficult for users to find the right services from a large number of functionally …
increasingly difficult for users to find the right services from a large number of functionally …
Location-aware service recommendation with enhanced probabilistic matrix factorization
Y Yin, L Chen, J Wan - IEEE Access, 2018 - ieeexplore.ieee.org
Owing to the ever-growing popularity of mobile computing, a large number of services have
been developed for a variety of users. Considering this, recommending useful services to …
been developed for a variety of users. Considering this, recommending useful services to …
A survey on web service QoS prediction methods
SH Ghafouri, SM Hashemi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Nowadays, there are many Web services with similar functionality on the Internet. Users
consider Quality of Service (QoS) of the services to select the best service from among them …
consider Quality of Service (QoS) of the services to select the best service from among them …
A location-based factorization machine model for web service QoS prediction
With the prevalence of web services, a large number of similar web services are provided by
different providers. To select the optimal service among these service candidates, Quality of …
different providers. To select the optimal service among these service candidates, Quality of …
Collaborative service selection via ensemble learning in mixed mobile network environments
Mobile Service selection is an important but challenging problem in service and mobile
computing. Quality of service (QoS) predication is a critical step in service selection in 5G …
computing. Quality of service (QoS) predication is a critical step in service selection in 5G …
Web service personalized quality of service prediction via reputation-based matrix factorization
With the fast development of Web services in service-oriented systems, the requirement of
efficient Quality of Service (QoS) evaluation methods becomes strong. However, many QoS …
efficient Quality of Service (QoS) evaluation methods becomes strong. However, many QoS …
Diversifying web service recommendation results via exploring service usage history
The last decade has witnessed a tremendous growth of web services as a major technology
for sharing data, computing resources, and programs on the web. With the increasing …
for sharing data, computing resources, and programs on the web. With the increasing …