Powered by OpenAIRE graph
Found an issue? Give us feedback
addClaim

Multi-criteria website optimisation using NSGA-II

Authors: T. V. Vijay Kumar; Kumar Dilip;

Multi-criteria website optimisation using NSGA-II

Abstract

It has been observed that organisations in order to be competitive are trying to maintain long-term relationships with their online customers. These organisations are mining information in log files or on-line forms with the aim of creating websites that can adapt to changing online buying patterns of customers. In addition to improving the browsing experience of the user, this would also lead to an increase in sales of the product. This problem of arranging web objects in an optimal manner, on a website, with respect to download time, visualisation and potential sales of the product, has been addressed as a tri-objective optimisation problem with the three objectives being minimising the download or waiting time, maximising the product visualisation and maximising the potential sales of the product. The proposed NSGA-II-based multi-criteria website optimisation algorithm is able to generate multiple web object sequences, with each providing optimal trade-offs between the three objectives resulting in the effective and efficient catering of the varied class of users.

Related Organizations
  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    1
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!