Long tail service recommendation based on cross-view and contrastive learning

D Yu, T Yu, D Wang, S Wang - Expert Systems with Applications, 2024 - Elsevier
Choosing appropriate Web services to create new applications plays a significant role for
service-based development. The general service recommendation approaches usually …

Web service recommendation via combining topic-aware heterogeneous graph representation and interactive semantic enhancement

B Cao, Q Peng, X Xie, Z Peng, J Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the continually increasing number of Web services, it becomes a challenging task to
efficiently and accurately provide Web services that meet developers' functional …

A method to recommend cloud manufacturing service based on the spectral clustering and improved Slope one algorithm

Q Hu, H Qi, W Huang, M Liu - Journal of Cloud Computing, 2023 - Springer
The booming growth of cloud manufacturing services provides users with more choices.
However, cloud manufacturing service recommendation remains a challenging issue due to …

Web service recommendation via integrating heterogeneous graph attention network representation and FiBiNET score prediction

B Cao, M Peng, L Zhang, Y Qing, B Tang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The rapid growth in the number and diversity of Web service, coupled with the myriad of
similar Web service in functionality, makes it challenging to find most suitable Web service …

A novel light GBM-optimized long short-term memory for enhancing quality and security in web service recommendation system

C Sivanandam, VM Perumal, J Mohan - The Journal of Supercomputing, 2024 - Springer
The cyber-physical system is a security-embedded intelligent system that integrates and
organizes physical resources to offer effective and comfortable services for humans. Web …

A novel cascaded multi-task method for crop prescription recommendation based on electronic medical record

C Xu, L Zhao, H Wen, Y Zhang, L Zhang - Computers and Electronics in …, 2024 - Elsevier
Research on diagnosis of crop diseases and pests becomes a hot topic of the application of
artificial intelligence technology in smart agriculture. Plant electronic medical records …

Service Recommendation Based on Multi-Level View Contrastive Learning

X Xie, J Liu, B Cao, Q Peng, S Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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 …

Light Heterogeneous Hypergraph Contrastive Learning Based Service Recommendation for Mashup Creation

M Tang, J Mai, F Xie, Z Zheng - IEEE Transactions on Services …, 2024 - ieeexplore.ieee.org
Mashup technology enables developers to create new applications more readily by
combining existing services. As its popularity grows, research on service recommendation …

PRKG: Pre-Training Representation and Knowledge-Graph-Enhanced Web Service Recommendation for Mashup Creation

B Cao, M Peng, Z Xie, J Liu, H Ye, B Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The number of online services is rapidly increasing due to the increased adoption of
services-oriented technology. In this context, recommendation systems can provide high …

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 …