Alleviating sparsity by specificity‐aware ontology‐based clustering for improving web service recommendation

RAHM Rupasingha, I Paik - IEEJ Transactions on Electrical …, 2019 - Wiley Online Library
The rapid development of the Internet in recent years has led to a vast increase in the
numbers of Web services, which challenge users' capability to find their favorite services …

Improving service recommendation by alleviating the sparsity with a novel ontology-based clustering

RAHM Rupasingha, I Paik - 2018 IEEE international …, 2018 - ieeexplore.ieee.org
Web service recommendation in an efficient and accurate manner has become a significant
tool with information overload and an increasingly urgent demand to provide appropriate …

[PDF][PDF] Improving Web Service Recommendation using Clustering with K-NN and SVD Algorithms.

AM Weerasinghe, RAHM Rupasingha - KSII Transactions on Internet & …, 2021 - itiis.org
In the advent of the twenty-first century, human beings began to closely interact with
technology. Today, technology is developing, and as a result, the world wide web (www) has …

Autonomic management approach for dynamic service based IoT systems

G Garzone, N Guermouche… - … Symposium on Networks …, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) continues to expand undeniably fast to reach billions of
connected heterogeneous devices. This is changing the way systems are built: new …

Effective web service classification using a hybrid of ontology generation and machine learning algorithm

M Monzur, R Mohamad, NA Saadon - International Conference of Reliable …, 2020 - Springer
Efficient and fast service discovery becomes an extremely challenging task due to the
proliferation and availability of functionally-similar web services. Service classification or …

Analysis of web service using word embedding by deep learning

T Miyagi, RAHM Rupasingha… - 2018 9th International …, 2018 - ieeexplore.ieee.org
Service discovery is important issue when providing value-added services by composition.
Existing approaches such as keyword or ontology matching have limitations within current …

Evaluation of Web Service Recommendation Performance via Sparsity Alleviating by Specificity-Aware Ontology-Based Clustering

RAHM Rupasingha, I Paik - 2018 9th International Conference …, 2018 - ieeexplore.ieee.org
With the development of information technology, considerable web services are published
on the Internet rapidly in the last few years. It becomes a challenging task to recommend …

[PDF][PDF] DENSITY BASED CLUSTERING APPROACH FOR EFFICIENT WEBSERVICES DISCOVERY

A huge number of Web Services accessible on the Internet has made service discovery a
challenging task. Efficient way to minimise the search space is by organising Web Services …

[PDF][PDF] ABootstrapping METHOD FOR AUTOMATIC CONSTRUCTING OF THE WEB ONTOLOGY INSTANCES AND PROPERTIES

S CHA, M HAN - academia.edu
With the phenomenal growth of the Web resources, to construct ontologies by using existing
resources structured in the Web has gotten more and more attention. Previous studies for …

Degree of Match-Based Hierarchical Clustering Technique for Efficient Service Discovery

P Premalatha, S Subasree - Advances in Big Data and Cloud Computing, 2018 - Springer
Clustering is an essential process in discovering services to fulfill the needs of the clients.
There are several issues in clustering the services such as fulfilling the client's need …