A systematic literature review of sparsity issues in recommender systems

N Idrissi, A Zellou - Social Network Analysis and Mining, 2020 - Springer
The tremendous expansion of information available on the web voraciously bombards
users, leaving them unable to make decisions and having no way of step** back to …

A novel knowledge graph embedding based API recommendation method for Mashup development

X Wang, X Liu, J Liu, X Chen, H Wu - World Wide Web, 2021 - Springer
Web API is an efficient and cost-effective method for service-oriented software development,
and Mashup is a popular technology which combines multiple services to create more …

Time-aware qos web service selection using collaborative filtering: A literature review

E Jawabreh, A Taweel - European Conference on Service-Oriented and …, 2023 - Springer
The large increase in the number of available Web services makes the selection of suitable
services a big challenge. Several methods have been developed to predict the Quality of …

Generative adversarial network based service recommendation in heterogeneous information networks

F **e, S Li, L Chen, Y Xu… - 2019 IEEE international …, 2019 - ieeexplore.ieee.org
Service recommendation is widely used to locate developers' desired services. Previous
methods mainly focus on employing collaborative filtering (CF) techniques to recommend …

A cloud API personalized recommendation method based on multiple attribute features and mashup requirement attention

L Shen, Y Wang, C Li, Z Chen - IEEE Access, 2024 - ieeexplore.ieee.org
In current mashup-oriented cloud API recommendation systems, insufficient attention to
personalized development requirements remains a common issue, particularly regarding …

A web API recommendation method with composition relationship based on GCN

Y Zhang, H Yang, L Kuang - 2020 IEEE Intl Conf on Parallel & …, 2020 - ieeexplore.ieee.org
Mashup belongs to one of the most popular representations of software applications, which
is generated by combining different kinds of APIs and data resources. APIs have developed …

Temporal‐aware and sparsity‐tolerant hybrid collaborative recommendation method with privacy preservation

S Meng, Q Li, J Zhang, W Lin… - … and Computation: Practice …, 2020 - Wiley Online Library
With the explosive growth of cloud services, how to design effective recommendation
models has become more and more important. Temporal information has been proved to be …

Qos-based web service selection using time-aware collaborative filtering: a literature review

E Jawabreh, A Taweel - Computing, 2024 - Springer
The proliferation of available Web services presents a big challenge in selecting suitable
services. Various methods have been devised to predict Quality of Service (QoS) values …

Similarity and Complementarity Attention-Based Graph Neural Networks for Mashup-Oriented Cloud API Recommendation

L Shen, Y Wang, S Zhang, Z Chen - Electronics, 2023 - mdpi.com
Mashups, which combine various web application programming interfaces (APIs) to
implement some complex requirements, have grown to be a popular technique for …

Akgin: an api knowledge graph and intent network based mashup-oriented api recommendation method

C Yu, R Hu, B Wang - 2023 26th international conference on …, 2023 - ieeexplore.ieee.org
With the continuous development of the Web API ecosystem, mashup-oriented API
recommendation gets a lot of attention. Collaborative filtering, deep learning and their …