Ontology-based workflow generation for intelligent big data analytics

BTGS Kumara, I Paik, J Zhang… - … conference on web …, 2015 - ieeexplore.ieee.org
Big Data analytics provide support for decision making by discovering patterns and other
useful information from large set of data. Organizations utilizing advanced analytics …

Intelligent big data analysis architecture based on automatic service composition

THAS Siriweera, I Paik, BTGS Kumara… - … Congress on Big …, 2015 - ieeexplore.ieee.org
Big Data contains massive information, which are generating from heterogeneous,
autonomous sources with distributed and anonymous platforms. Since, it raises extreme …

Big data analytic service discovery using social service network with domain ontology and workflow awareness

THAS Siriweera, I Paik, J Zhang… - … Conference on Web …, 2016 - ieeexplore.ieee.org
In the era of Big Data, data analysis gives strong competition power to enterprises. As
services for Big Data Analysis (BDA) become prevalent, analysis services with intelligence …

Automatic service composition based on process ontology

G Li, S Deng, H Xia, C Lin - Third International Conference on …, 2007 - ieeexplore.ieee.org
Web service composition is a very important way to offer novel value-added services on the
fly, which entrusts with the existing services via reuse and integration. The composition …

Data-centered service composition for information analysis

Y Murakami, M Tanaka, A Bramantoro… - 2012 IEEE Ninth …, 2012 - ieeexplore.ieee.org
In e-Science, many scientific workflow management systems have been developed to
integrate distributed computation resources, data sets, and mining algorithms. Users usually …

Cloud-based big data mining & analyzing services platform integrating R

F Ye, ZJ Wang, FC Zhou, YP Wang… - … on Advanced Cloud …, 2013 - ieeexplore.ieee.org
As an important resource and productive element, big data permeates all the domains, such
as: E-commerce, traffic management or smart city. When possessing the capability of …

Semantic and rules based event-driven dynamic web services composition for automation of business processes

Z Laliwala, R Khosla, P Majumdar… - 2006 IEEE Services …, 2006 - ieeexplore.ieee.org
Web services and service-oriented architecture are emerging distributed computing
paradigms to publish and access software components as services. Various enterprises now …

OWL-T: an ontology-based task template language for modeling business processes

VX Tran, H Tsuji - 5th ACIS International Conference on …, 2007 - ieeexplore.ieee.org
With the growth of business demands, it becomes crucial to compose existing services in
order to create new value added applications. Some languages like BPEL, WSCI enable …

An automatic approach for ontology-driven service composition

H Xiao, Y Zou, R Tang, J Ng… - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
Current service composition techniques and tools are mainly designed for use by service
oriented architecture (SOA) professionals to solve business problems. This focus on SOA …

Evaluation of data mining tools for Telecommunication Monitoring Data using design of experiment

S Singh, Y Liu, W Ding, Z Li - 2016 IEEE International Congress …, 2016 - ieeexplore.ieee.org
Telecommunication monitoring data requires the automation of data analysis workflows. A
data mining tool provides data workflow management systems to process and perform …