Neural and attentional factorization machine-based Web API recommendation for mashup development

G Kang, J Liu, Y Xiao, B Cao, Y Xu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The wide adoption of Service Oriented Architecture (SOA) has driven the creation of a
massive amount of applications on the Internet, which includes the popular Mashups …

Web services clustering via exploring unified content and structural semantic Representation

G Kang, J Liu, Y Xiao, Y Cao, B Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Clustering Web services can improve the quality and efficiency of service discovery and
management within a service repository. Nowadays, Web services frequently interact (eg …

Tatt‐BiLSTM: Web service classification with topical attention‐based BiLSTM

G Kang, Y Xiao, J Liu, Y Cao, B Cao… - Concurrency and …, 2021 - Wiley Online Library
With the rapid growth of the number of Web services on the Internet, how to classify Web
services correctly and efficiently become particularly important in service management tasks …

Uncertainty QoS-aware services composition: a systematic literature review for services community

M Hammoum, ME Khanouche, N Khoulalene… - … Oriented Computing and …, 2024 - Springer
With the increasing number of services and the massive data generated by the Web, a lot of
services that have similar functionalities but different quality of service (QoS) attributes are …

IQSrec: An efficient and diversified skyline services recommendation on incomplete QoS

Y Shu, J Zhang, WE Zhang, D Zuo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recent developments of Internet technologies have accelerated the growth of Web services
(eg, open APIs). As many services provide similar functionality, service recommendation …

LDNM: a general web service classification framework via deep fusion of structured and unstructured features

Y Xiao, J Liu, G Kang, B Cao - IEEE Transactions on Network …, 2021 - ieeexplore.ieee.org
Classifying Web services plays a critical role in several fundamental service management
tasks, such as service discovery, selection, ranking, and recommendation. However …

Diverse top-k service composition for consumer electronics with digital twin in mec

J Wu, J Sha, M Bilal, Y Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) stands as an indispensable technology in the facilitation of
5G networks, enabling the deployment of widely-used services on edge servers situated in …

QoS-aware diversified service selection

C Guo, W Zhang, N Dong, Z Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In QoS-aware service selection, merely considering the prediction accuracy of QoS is prone
to redundant results, which hinders practical service composition and also undermines …

PDSR: A Privacy-Preserving Diversified Service Recommendation Method on Distributed Data

L Wang, H Yang, Y Shen, C Liu, L Qi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The last decade has witnessed a tremendous growth of service computing, while efficient
service recommendation methods are desired to recommend high-quality services to users …

A generalized Nesterov-accelerated hessian-vector-based latent factor analysis model for QoS prediction

W Li, X Luo, MC Zhou - 2021 IEEE 14th International …, 2021 - ieeexplore.ieee.org
User-side Quality-of-Service (QoS) data are vital for efficient cloud service selection, while
available QoS data in real applications are commonly described by a high-dimensional and …