Specificity-aware ontology generation for improving web service clustering

RAHM Rupasingha, I Paik… - IEICE TRANSACTIONS on …, 2018 - search.ieice.org
information-retrieval-based methods are applied to the similarity calculations. Finally, an
agglomerative clusteringhybrid specificity values of the new node and the existing nodes of the …

Domain-aware web service clustering based on ontology generation by text mining

RAHM Rupasingha, I Paik… - 2016 IEEE 7th …, 2016 - ieeexplore.ieee.org
ontology failed, then applied information-retrievalbased … , Hybrid Term Similarity (HTS)
method [6] that used ontology … agglomerative algorithm for Web service clustering. Secondly…

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
… Therefore, this work proposes a web service classification approach based on ontology
Web-service clustering with a hybrid of ontology learning and information-retrieval-based term …

Improving web service clustering through a novel ontology generation method by domain specificity

RAHM Rupasingha, I Paik… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
… When the similarity calculation fails, we apply information retrieval-based methods. Based on
… Therefore, in this paper, we combined inside and outside information and calculated hybrid

Cluster-based web service recommendation

BTGS Kumara, I Paik, T Siriweera… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
learning method and information retrieval based (IR) method in calculating the similarities.
For the ontology-learningHybrid term similarity method was used to calculate the semantic …

Semantic approach for Web service classification using machine learning and measures of semantic relatedness

S Sharma, JS Lather, M Dave - Service Oriented Computing and …, 2016 - Springer
… In this paper, a hybrid approach independent of service … is combined with the information
retrieval-based binary vectors to … with the data for, eg clustering, self organizing maps. In …

Multi-Level Web Service Clustering to Bootstrap the Web Service Discovery and Selection

BTGS Kumara, I Paik, KRC Koswatte - Innovative Solutions and …, 2019 - igi-global.com
… Thus, the authors proposed hybrid term similarity-based clustering approach in their …
Furthermore, the Information retrieval based (IR) techniques such as cosine similarity usually focus …

Information retrieval improvement in e-learning systems using semantic web

M Hassan, M Hussein - Journal of Al-Azhar University …, 2020 - jaes.journals.ekb.eg
… objects based on semantic web technology using a hybrid … functionality has been integrated
with semantic web service. … system for information retrieval based on different methods and …

Deepwsc: Clustering web services via integrating service composability into deep semantic features

G Zou, Z Qin, Q He, P Wang, B Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… framework DeepWSC for web service clustering. It integrates … [18] proposed a hybrid
approach which calculated service … , or using an information retrieval-based way equipped with …

The use of ontology in retrieval: a study on textual, multilingual, and multimedia retrieval

MN Asim, M Wasim, MUG Khan, N Mahmood… - IEEE …, 2019 - ieeexplore.ieee.org
Information retrieval based on semantics, can be exploited in order to expand semantics of
… semantic extension iv) All documents are clustered in order to produce semantic features …