An efficient starling murmuration-based secure web service model for smart city application using DBN

A Sheeba, SN Bushra, S Rajarajeswari… - Artificial Intelligence …, 2024 - Springer
The advent of IoT devices increased internet usage more than smartphones and personal
computers. The manual analysis of the Web Service Description Language (WSDL) …

Attentional neural factorization machine for web services classification via exploring content and structural semantics

B Liang, G Kang, J Liu, B Cao… - 2022 International Joint …, 2022 - ieeexplore.ieee.org
Due to the rapid development of Web 2.0, a lot of Web services emerge over the Internet.
How to efficiently manage Web services through classification is very important for Web …

Group Feature Aggregation for Web Service Recommendations

Y Xiao, J Liu, G Kang, B Cao - IEEE Transactions on Network …, 2024 - ieeexplore.ieee.org
Increasingly low barriers to Internet applications allow a large number of ordinary users to
become developers or users of Web services. However, confronted with massive services …

Web API recommendation based on self-attentional neural factorization machines with domain interactions

G Kang, L Ding, J Liu, B Cao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the advances of service computing technology, there has been a significant focus on
enhancing the relevance or accuracy of Web API recommendation for Mashup creation. In …

Web API Recommendation via Leveraging Content and Network Semantics

G Kang, B Liang, J Liu, Y Wen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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 …

Relationship discovery and hierarchical embedding for web service quality prediction

H Bu, J Xia, Q Wu, L Chen - Computational Intelligence and …, 2022 - Wiley Online Library
Web Services Quality Prediction has become a popular research theme in Cloud Computing
and the Internet of Things. Graph Convolutional Network (GCN)‐based methods are more …

WSGCN4SLP: Weighted signed graph convolutional network for service link prediction

Y Xiao, G Kang, J Liu, B Cao… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Learning network representations of Web services plays a critical role in the service
ecosystem and facilitates many downstream tasks, eg, service composition, service …

An Intelligent Web Service Discovery Framework based on Improved Biterm Topic Model

Y Yuan, Y Du, J Pan - IEEE Access, 2024 - ieeexplore.ieee.org
Given the proliferation of Web services, effectively identifying the most suitable ones based
on user queries poses a formidable challenge. In response to the challenges posed by the …

Graph structure estimation neural network-based service classification

Y Li, Z Xie, B Cao, H Lou - International Journal of Web Information …, 2024 - emerald.com
Purpose With the introduction of graph structure learning into service classification, more
accurate graph structures can significantly improve the precision of service classification …

Word embedding-based web service representations for classification and clustering

X Zhang, J Liu, M Shi, B Cao - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Web services classification and clustering rely on discriminative representations of service
functional semantics. Most existing topic-based methods for Web service representation …