Research roadmap of service ecosystems: A crowd intelligence perspective

X Xue, G Li, D Zhou, Y Zhang, L Zhang… - … Journal of Crowd …, 2022 - ieeexplore.ieee.org
With the mutual interaction and dependence of several intelligent services, a crowd
intelligence service network has been formed, and a service ecosystem has gradually …

Category-aware API clustering and distributed recommendation for automatic mashup creation

B Xia, Y Fan, W Tan, K Huang… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Mashup has emeraged as a promising way to allow developers to compose existed APIs
(services) to create new or value-added services. With the rapid increasing number of …

Recommendation in an evolving service ecosystem based on network prediction

K Huang, Y Fan, W Tan - IEEE Transactions on Automation …, 2014 - ieeexplore.ieee.org
Service computing plays a critical role in business automation and we can observe a rapid
increase of web services and their compositions nowadays. Web services, their …

Web service recommendation with reconstructed profile from mashup descriptions

Y Zhong, Y Fan, W Tan, J Zhang - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
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 …

Mashup-oriented API recommendation via random walk on knowledge graph

X Wang, H Wu, CH Hsu - IEEE Access, 2018 - ieeexplore.ieee.org
With the growing prosperity of the Web API economy, mashup-oriented API recommendation
has become an important requirement. Various methods based on different principles of …

Mashup service recommendation based on user interest and social network

B Cao, J Liu, M Tang, Z Zheng… - 2013 IEEE 20th …, 2013 - ieeexplore.ieee.org
With the rapid development of Web2. 0 and its related technologies, Mashup services (ie,
Web applications created by combining two or more Web APIs) are becoming a hot research …

Mashup service clustering based on an integration of service content and network via exploiting a two-level topic model

B Cao, X Liu, B Li, J Liu, M Tang… - … conference on web …, 2016 - ieeexplore.ieee.org
The rapid growth in the number and diversity of Mashup services, coupled with the myriad of
functionally similar Mashup services, makes it difficult to find suitable Mashup services to …

Keyword search for building service-based systems

Q He, R Zhou, X Zhang, Y Wang, D Ye… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
With the fast growth of applications of service-oriented architecture (SOA) in software
engineering, there has been a rapid increase in demand for building service-based systems …

Web API recommendation for mashup development using matrix factorization on integrated content and network-based service clustering

MM Rahman, X Liu, B Cao - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
Finding appropriate web APIs to develop mashup services is becoming difficult because of
increasing number of web APIs offered from different sources. If we can recommend relevant …

Manifold-learning based API recommendation for mashup creation

W Gao, L Chen, J Wu, H Gao - 2015 ieee international …, 2015 - ieeexplore.ieee.org
With the wide adoption of Service-Oriented Architecture (SOA), the number of web
accessible services and their compositions is increasing rapidly. Among huge number of …