Web service API recommendation for automated mashup creation using multi-objective evolutionary search
Modern software development builds on external Web services reuse as a promising way
that allows developers delivering feature-rich software by composing existing Web service …
that allows developers delivering feature-rich software by composing existing Web service …
Mashup recommendation by regularizing matrix factorization with API co-invocations
Mashups are a dominant approach for building data-centric applications, especially mobile
applications, in recent years. Since mashups are predominantly based on public data …
applications, in recent years. Since mashups are predominantly based on public data …
Time-aware service recommendation with social-powered graph hierarchical attention network
Driven by Service-Oriented Computing techniques, time-aware service recommendation
aims to support personalized mashup development, adapting to the rapid shifts of users' …
aims to support personalized mashup development, adapting to the rapid shifts of users' …
Csbr: A compositional semantics-based service bundle recommendation approach for mashup development
Q Gu, J Cao, Y Liu - IEEE Transactions on Services Computing, 2021 - ieeexplore.ieee.org
An increasing number of services are being offered which leads to difficulties in choosing
appropriate services during mashup development. Currently, several service …
appropriate services during mashup development. Currently, several service …
A novel framework for service set recommendation in mashup creation
W Gao, J Wu - 2017 IEEE International conference on Web …, 2017 - ieeexplore.ieee.org
With an overwhelming number of web services online, recommending services for automatic
mashup creation greatly facilitates the composition process of developers. Various …
mashup creation greatly facilitates the composition process of developers. Various …
Dynamic Relation Graph Learning for Time-aware Service Recommendation
Driven by Service-Oriented Computing, time-aware service recommendation aims to support
personalized mashup development, adapting to the rapid shifts of users' dynamic …
personalized mashup development, adapting to the rapid shifts of users' dynamic …
Multi-representation web service recommendation system based on attention mechanism
D Dang, B Guo, T Fang, Y Zhang - Knowledge and Information Systems, 2024 - Springer
Recently, mashup developers seek to integrate multiple services with complementary
functionalities from a large amount of web services. With so many available web services, it …
functionalities from a large amount of web services. With so many available web services, it …
Popularity Bias in Correlation Graph based API Recommendation for Mashup Creation
The explosive growth of the API economy in recent years has led to a dramatic increase in
available APIs. Mashup development, a dominant approach for creating data-centric …
available APIs. Mashup development, a dominant approach for creating data-centric …
A deep learning approach for web service interactions
Predicting Web service interactions such as composition and substitution provides support
for developers during mashup design. In this paper, we propose a deep-learning approach …
for developers during mashup design. In this paper, we propose a deep-learning approach …
Api-prefer: An api package recommender system based on composition feature learning
Y Liu, J Cao - … : 18th International Conference, ICSOC 2020, Dubai …, 2020 - Springer
With the exponential increase in Web Application Programming Interfaces (APIs), selecting
appropriate APIs to construct a mashup is a challenging task. When multiple APIs are put …
appropriate APIs to construct a mashup is a challenging task. When multiple APIs are put …