The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON COMPUTER RESEARCH
Transactions ID Number: 32-256
Full Name: MARIOS POULOS
Position: Assistant Professor
Age: ON
Sex: Male
Address: PO BOX 96 49100 CORFU
Country: GREECE
Tel: +302661087429
Tel prefix:
Fax:
E-mail address: mpoulos@ionio.gr
Other E-mails: marios.p@usa.net
Title of the Paper: A Self-Organizing Web Page Ranking Mechanism based on Computational Geometry
Authors as they appear in the Paper: Marios Poulos, Sozon Papavlasopoulos,
Email addresses of all the authors: mpoulos@ionio.gr; sozon@ionio.gr
Number of paper pages: 10
Abstract: In this paper we propose a method for Web page-ranking based on a theoretic model that is introduced and tested by examples of order relationships among IP addresses. The goal is, through a self-organizing procedure, to learn from these examples a real-valued ranking function that induces ranking via a convexity feature. We consider the problem of learning from self-organizing IP data to be represented by a semi-random convex polygon procedure, in which the vertices correspond to IP addresses. Taking into account recent developments in our regularization theory for convex polygons and corresponding Euclidean distance based methods for classification, we develop an algorithmic framework for learning ranking functions based on a Computational Geometric approach. We provide some example for this algorithm, as well as some experimental verification of the potential advantages of the framework presented in this study.
Keywords: Bibliometrics, Impact Factor, Research Evaluation.
EXTENSION of the file: .pdf
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