Service composition in dynamic environments: A systematic review and future directions

M Razian, M Fathian, R Bahsoon, AN Toosi… - Journal of Systems and …, 2022 - Elsevier
Distributed computing paradigms such as cloud, mobile, Internet of Things, and Fog have
enabled new modalities for building enterprise architectures through service composition …

Web service QoS prediction via collaborative filtering: A survey

Z Zheng, X Li, M Tang, F Xie… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the growing number of competing Web services that provide similar functionality,
Quality-of-Service (QoS) prediction is becoming increasingly important for various QoS …

Regionknn: A scalable hybrid collaborative filtering algorithm for personalized web service recommendation

X Chen, X Liu, Z Huang, H Sun - 2010 IEEE international …, 2010 - ieeexplore.ieee.org
Several approaches to web service selection and recommendation via collaborative filtering
have been studied, but seldom have these studies considered the difference between web …

Personalized QoS-aware web service recommendation and visualization

X Chen, Z Zheng, X Liu, Z Huang… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
With the proliferation of web services, effective QoS-based approach to service
recommendation is becoming more and more important. Although service recommendation …

An effective web service recommendation method based on personalized collaborative filtering

Y Jiang, J Liu, M Tang, X Liu - 2011 IEEE international …, 2011 - ieeexplore.ieee.org
Collaborative filtering is one of widely used Web service recommendation techniques. There
have been several methods of Web service selection and recommendation based on …

A novel approach to hybrid recommendation systems based on association rules mining for content recommendation in asynchronous discussion groups

AA Kardan, M Ebrahimi - Information Sciences, 2013 - Elsevier
Recommender systems have been developed in variety of domains, including
asynchronous discussion group which is one of the most interesting ones. Due to the …

Mashup recommendation by regularizing matrix factorization with API co-invocations

L Yao, X Wang, QZ Sheng… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Mashups are a dominant approach for building data-centric applications, especially mobile
applications, in recent years. Since mashups are predominantly based on public data …

Service selection for web services with probabilistic QoS

SY Hwang, CC Hsu, CH Lee - IEEE transactions on services …, 2014 - ieeexplore.ieee.org
Web services can be specified from two perspectives, namely functional and non-functional
properties. Multiple services may possess the same function while vary in their non …

A spatial-temporal QoS prediction approach for time-aware web service recommendation

X Wang, J Zhu, Z Zheng, W Song, Y Shen… - ACM Transactions on the …, 2016 - dl.acm.org
Due to the popularity of service-oriented architectures for various distributed systems, an
increasing number of Web services have been deployed all over the world. Recently, Web …

Clustering and association rules for web service discovery and recommendation: A systematic literature review

WJ Obidallah, B Raahemi, U Ruhi - SN Computer Science, 2020 - Springer
The purpose of this study is to identify, summarize, and systematically compare various
clustering and association rule techniques for web service discovery and recommendation …