Jia Zhang

Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks

2024 · arXiv.org

Due to the rapid growth of scientific publications, identifying all related reference articles in the literature has become increasingly challenging yet highly demanding. Existing methods primarily assess candidate publications from a static perspective, focusing on …

Web Service Recommendation With Reconstructed Profile From Mashup Descriptions

2016 · IEEE Transactions on Automation Science and Engineering

Web services are self-contained software components that support business process automation over the Internet, and mashup is a popular technique that creates value-added service compositions to fulfill complicated business requirements. For mashup developers, looking for …

A-HSG: Neural Attentive Service Recommendation based on High-order Social Graph

2020

With the widespread application of Service-Oriented Architecture, the quantity of web services keeps increasing rapidly over the Internet. Providing personalized service recommendation to users remains to be an important research topic. Recent studies have proved …

Goal-Driven Context-Aware Next Service Recommendation for Mashup Composition

2022 · arXiv (Cornell University)

As service-oriented architecture becoming one of the most prevalent techniques to rapidly deliver functionalities to customers, increasingly more reusable software components have been published online in forms of web services. To create a mashup, it …

Data-Enhanced Prediction with Decomposition and Amplitude-Aware Permutation Entropy in Distributed Computing Systems

2024

In recent years, distributed computing has wit-nessed widespread applications across numerous organizations. Predicting workload and computing resource data can facilitate proactive service operation management, leading to substantial improvements in quality of service and cost efficiency. …