Fuzzy c-means clustering and Internet portals: A case study

Fuzzy c-means clustering and Internet portals: A case study

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Article ID: iaor20061787
Country: Netherlands
Volume: 164
Issue: 3
Start Page Number: 696
End Page Number: 714
Publication Date: Aug 2005
Journal: European Journal of Operational Research
Authors:
Abstract:

Researchers in operational research have used fuzzy c-means clustering ubiquitously in a wide range of areas. It appears that Internet portals can also benefit from this powerful methodology. This paper tests the applicability of fuzzy c-means clustering to Internet portals and shows that there exist meaningful clusters among the potential users of an Internet portal that offers business-related information. The results suggest that Internet portals can use fuzzy c-means clustering to determine homogeneous groups of people and offer specific information to each group.

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