Application of hodge theory to the analysis of ranking data

This paper presents a thorough analysis of a ranking method called HodgeRank. It is derived from Hodge theory, in particular Hodge decomposition. The objective of this paper is to study the theoretical framework of HodgeRank, to build the ranking model of HodgeRank and to apply HodgeRank to the real...

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Bibliographic Details
Main Author: Laurent, Valerie Evangelin
Other Authors: Xia Kelin
Format: Final Year Project
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/77139
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Institution: Nanyang Technological University
Language: English
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