International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064

Downloads: 109

Research Paper | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014

A Perceptual Evaluation of Optimization Algorithms and Iterative Method for E-Commerce

Nikhat Akhtar, Dr. Devendera Agarwal

In the age of digital and network, every high efficiency and high profit activity has to harmonize with internet. The business behaviors and activities always are the precursor for getting high efficiency and high profit. Consequently, each business behavior and activities have to adjust for integrating with internet. Underlay on the internet, business extension and promotion behaviors and activities general are called the Electronic Commerce (E-commerce). The quality of web-based customer service is the capability of a firms website to provide individual heed and attention. Today scenario personalization has become a vital business problem in various e-commerce applications, ranging from various dynamic web content presentations. In our paper Iterative technique partitions the customer in terms of frankly combining transactional data of various consumers that forms dissimilar customer behavior for each group, and best customers are acquired, by applying approach such as, IE (Iterative Evolution), ID (Iterative Diminution) and II (Iterative Intermingle) algorithm. The excellence of clustering is improved via Ant Colony Optimization (ACO) and Particle Swarm Optimization (PSO). In this paper these two algorithms are compared and it is found that Iterative technique chorus Particle Swarm Optimization (PSO) is better than the other Ant Colony Optimization (ACO) algorithms. Additionally the results show that the Particle Swarm Optimization (PSO) algorithm outperforms other Ant Colony Optimization (ACO) algorithms methods. Finally quality is superior along with this response time higher and cost wise performance is increased and both accuracy and efficiency.

Keywords: E-Commerce, Ant Colony Optimization ACO, Clustering, Preprocessing, Davies-Bouldins Index, Particle Swarm Optimization PSO

Edition: Volume 3 Issue 12, December 2014

Pages: 2527 - 2534

Share this Article

How to Cite this Article?

Nikhat Akhtar, Dr. Devendera Agarwal, "A Perceptual Evaluation of Optimization Algorithms and Iterative Method for E-Commerce", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB14993, Volume 3 Issue 12, December 2014, 2527 - 2534

Enter Your Email Address


Similar Articles with Keyword 'ECommerce'

Downloads: 109

Case Studies, Computer Science & Engineering, India, Volume 3 Issue 3, March 2014

Pages: 530 - 534

Cybercrime in Credit Card Systems: Case Study on the 2014 Korean Credit Bureau Data Leak

Walter. T. Mambodza, Robert T. R. Shoniwa, V. M. Shenbagaraman

Share this Article

Downloads: 112

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015

Pages: 495 - 500

Web Service Application to Access Climate Data from Cloud using Spring Framework

Vijayshree, Dr. Rekha Patil

Share this Article

Similar Articles with Keyword 'Ant Colony Optimization ACO'

Downloads: 111

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 1044 - 1049

An Energy Efficient Approach for Routing in MANETS using GA and ACO

Sonia Ahuja, Sukhpreet Kaur

Share this Article

Downloads: 121

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 786 - 790

Study of Text Mining Using Hybrid Agglomerative Clustering With ACO Algorithms

Manpreet Kaur, Sukhpreet Kaur

Share this Article

Similar Articles with Keyword 'Clustering'

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 948 - 951

Survey on Various Image Segmentation Techniques

Babita Chauhan

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 421 - 424

Comparative Analysis of AI Techniques in the Prediction of Heart Disease

Irtiqa Dhar

Share this Article

Similar Articles with Keyword 'Preprocessing'

Downloads: 102

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 1165 - 1168

Privacy Preserving Closed Frequent Pattern Mining

Anju Vijayan

Share this Article

Downloads: 102

Research Paper, Computer Science & Engineering, Kenya, Volume 5 Issue 8, August 2016

Pages: 1210 - 1214

Towards Effective Data Preprocessing for Classification Using WEKA

Kariuki Paul Wahome, Wekesa Bongo, Dr. Rimiru Richard Maina

Share this Article

Similar Articles with Keyword 'Particle Swarm Optimization PSO'

Downloads: 115

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 1586 - 1593

Optimization of Geocast Routing in Vehicular Ad-Hoc Networks

Rajwinder Singh, Amandeep Kaur Virk

Share this Article

Downloads: 117

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1334 - 1338

Particle Swarm Optimization with Hidden Markov Model Prediction Approach for Anti-Cancer Drug Sensitivity

Daniel Nesa Kumar.C, Jayasree.P

Share this Article
Top