NDLI: A Stochastic Model for Popularity Measures in Web Dynamics

Content Provider	IEEE Xplore Digital Library
Author	Hama, H. Pyke Tin Thi Thi Zin Toriu, T.
Copyright Year	2010
Abstract	In this paper, we propose a stochastic web dynamic model based on the concept of queuing theory to measure popularity of websites in the World Wide Web. We assume that the characteristics of a website such as novelty, popularity, reliability, and relevancy are governed by two major forces: internal or self-growth of each website and external functions acting on the website. In stochastic language, these two forces can be considered as random variables and able to investigate the important characteristics of websites. These characteristics include a probability distribution of the number of visitors to websites, the visiting times distribution, users’ attention, the functional growth and decay of individual websites, the relationship between the dynamics of the web and its structure. We then define and investigate measuring process of popularity of websites using stochastic difference equations based on the structure of the web taken users’ attention into account. For validation, we present some simulation results with the respect to parameter variations in the model. It shows that the proposed model can efficiently and adequately analyze the characteristics and behaviors of websites in web dynamical system.
Starting Page	676
Ending Page	679
File Size	771267
Page Count	4
File Format	PDF
ISBN	9781424483785
DOI	10.1109/IIHMSP.2010.171
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-10-15
Publisher Place	Germany
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Measurement queuing theory Stochastic model Dynamics web dynamic Stochastic processes popularity Nickel Internet Web sites Servers passage time
Content Type	Text
Resource Type	Article

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