A correlation graph based approach for personalized and compatible web apis recommendation in mobile app development

L Qi, W Lin, X Zhang, W Dou, X Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Using Web APIs registered in service sharing communities for mobile APP development can
not only reduce development period and cost, but also fully reuse state-of-the-art research …

Popularity-aware and diverse web APIs recommendation based on correlation graph

S Wu, S Shen, X Xu, Y Chen, X Zhou… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The ever-increasing web application programming interfaces (APIs) in various service-
sharing communities (eg, ProgrammableWeb. com and Mashape. com) have enabled …

CODE-MVP: Learning to represent source code from multiple views with contrastive pre-training

X Wang, Y Wang, Y Wan, J Wang, P Zhou, L Li… - arXiv preprint arXiv …, 2022 - arxiv.org
Recent years have witnessed increasing interest in code representation learning, which
aims to represent the semantics of source code into distributed vectors. Currently, various …

Dysr: A dynamic graph neural network based service bundle recommendation model for mashup creation

M Liu, Z Tu, H Xu, X Xu, Z Wang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
An increasing number and diversity of services are available, which results in significant
challenges to effectively reuse service during mashup creation. Many works have modeled …

Time-aware service recommendation with social-powered graph hierarchical attention network

C Wei, Y Fan, J Zhang - IEEE Transactions on Services …, 2022 - ieeexplore.ieee.org
Driven by Service-Oriented Computing techniques, time-aware service recommendation
aims to support personalized mashup development, adapting to the rapid shifts of users' …

Human cognition-based consistency inference networks for multi-modal fake news detection

L Wu, P Liu, Y Zhao, P Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The existing models for multi-modal fake news detection focus mainly on capturing common
similar semantics between different modalities to improve detection performance. However …

Identifying users across social media networks for interpretable fine-grained neighborhood matching by adaptive gat

W Tang, H Sun, J Wang, C Liu, Q Qi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The primary concern of numerous online social media network (SMN) platforms is how to
provide users with effective and personalized web services. To achieve this goal, SMN …

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 …

Keyword-driven service recommendation via deep reinforced steiner tree search

H Chen, H Wu, J Li, X Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Developers need to reuse web services and create mashups suitable for various scenarios.
Currently, it relies on the developer's adequate domain knowledge to be able to find …

A graph neural network and pointer network-based approach for QoS-aware service composition

X Wang, H Xu, X Wang, X Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Quality-of-service (QoS)-aware service composition aims to aggregate multiple existing
services to meet users' complex functional and nonfunctional requirements that cannot be …