[HTML][HTML] Towards machine-learning-driven effective mashup recommendations from big data in mobile networks and the Internet-of-Things

Y Xu, Z Wang, H Gao, Z Jiang, Y Yin, R Li - Digital Communications and …, 2023 - Elsevier
A large number of Web APIs have been released as services in mobile communications, but
the service provided by a single Web API is usually limited. To enrich the services in mobile …

Towards effective semantic annotation for mobile and edge services for Internet-of-Things ecosystems

Y Xu, W Xiao, X Yang, R Li, Y Yin, Z Jiang - Future Generation Computer …, 2023 - Elsevier
As a popular and typical representative of services, Web APIs have been widely used to
provide mobile and edge services in Internet-of-Things (IoT) ecosystems. As a combination …

Diversity-driven automated web API recommendation based on implicit requirements

H Kou, J Xu, L Qi - Applied Soft Computing, 2023 - Elsevier
With the rapid growth of the web API sharing community, Mashup development has become
a popular way for software developers to quickly create Mashup applications. Mashup …

Servicebert: A pre-trained model for web service tagging and recommendation

X Wang, P Zhou, Y Wang, X Liu, J Liu, H Wu - International Conference on …, 2021 - Springer
Pre-trained models have shown their significant values on a number of natural language
processing (NLP) tasks. However, there is still a lack of corresponding work in the field of …

Towards a reinforcement learning-based exploratory search for mashup tag recommendation

R Anarfi, B Kwapong, KK Fletcher - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The rapid increase in the number of online mashups requires better management and
organization to facilitate mashup discovery, selection and recommendation. Tagging is one …

Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network

X Wang, X Liu, H Wu, J Liu, X Chen, Z Xu - World Wide Web, 2023 - Springer
With the growing prosperity of the Web service economy, more and more mashups have
been developed that combine multiple Web APIs to achieve more powerful functionalities to …