An analysis of collaborative filtering datasets
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Full Text E-thesis
Date
2018
Authors
Griffith, Josephine
Journal Title
Journal ISSN
Volume Title
Publisher
University College Cork
Published Version
Abstract
The work described in this thesis pertains to the area of Collaborative Filtering and focuses on collaborative filtering datasets and specially-defined portions of the datasets called views. The high level goal of the work is to better understand how different characteristics of datasets affects the performance of collaborative filtering techniques. Datasets, and views, are compared across a number of different experiments: some relating to techniques and accuracy and others relating to ideas of performance prediction.
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Keywords
Collaborative filtering , Dataset views , Performance prediction , Machine learning
Citation
Griffith, J. 2018. An analysis of collaborative filtering datasets. PhD Thesis, University College Cork.