A systematic literature review on web service clustering approaches to enhance service discovery, selection and recommendation

N Agarwal, G Sikka, LK Awasthi - Computer Science Review, 2022 - Elsevier
With the advancement of web 2.0 and the development of the Internet of Things (IoT), all
tasks can be handled with the help of handheld devices. Web APIs or web services are …

Clustering and association rules for web service discovery and recommendation: a systematic literature review

WJ Obidallah, B Raahemi, U Ruhi - SN Computer Science, 2020 - Springer
The purpose of this study is to identify, summarize, and systematically compare various
clustering and association rule techniques for web service discovery and recommendation …

A quality-based web api selection for mashup development using affinity propagation

KK Fletcher - Services Computing–SCC 2018: 15th International …, 2018 - Springer
The rising interest in web APIs and mashups have led to a myriad of web APIs with similar
functionality. Due to this reason, it is challenging to select relevant and quality web APIs for …

Relationship discovery and hierarchical embedding for web service quality prediction

H Bu, J Xia, Q Wu, L Chen - Computational Intelligence and …, 2022 - Wiley Online Library
Web Services Quality Prediction has become a popular research theme in Cloud Computing
and the Internet of Things. Graph Convolutional Network (GCN)‐based methods are more …

基于多重关系主题模型的Web 服务聚类方法

石敏, 刘建勋, 周栋, 曹步清, 文一凭 - 计算机学报, 2019 - cqvip.com
如何有效地发现合适的Web 服务是面向服务计算领域需要解决的核心问题之一. 随着Internet
上Web 服务数量的不断增加, 服务的自动发现面临着极大的挑战. 将功能相似的Web …

MF-Informer for long-term QoS prediction in edge-cloud collaboration environments

M Wang, Z Wang, S Tang - Wireless Networks, 2024 - Springer
Abstract In Service-Oriented Architecture (SOA) systems, continuously stabilizing web
services' quality of service (QoS) is critical to maintaining system performance. Dynamic …

Web service clustering approach based on network and fused document-based and tag-based topics similarity

DL Ping, G Bing, Z Wen - … Journal of Web Services Research (IJWSR …, 2021 - igi-global.com
To produce a web services clustering with values that satisfy many requirements is a
challenging focus. In this article, the authors proposed a new approach with two models …

Feature selection and clustering based web service selection using QoSs

L Purohit, SS Rathore, S Kumar - Applied Intelligence, 2023 - Springer
Web Services act as a backbone to realize the smart city concept. Web service technology is
useful to offer various services as part of the smart city. From the smart city perspective, the …

[HTML][HTML] Multi-layer web services discovery using word embedding and clustering techniques

WJ Obidallah, B Raahemi, W Rashideh - Data, 2022 - mdpi.com
We propose a multi-layer data mining architecture for web services discovery using word
embedding and clustering techniques to improve the web service discovery process. The …

A k-means clustering approach for PCA-based web service QoS prediction

H Yang, H Yan, C Dong - 2019 IEEE International Conferences …, 2019 - ieeexplore.ieee.org
Aiming at the problem of inaccurate Quality of service (QoS) Prediction results for Web
service due to sparse matrix, a k-means clustering method is presented to predict Web …