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Computer Science (ISSN 0302-9743).This version has been peer-reviewed but does not include the final publisher proof corrections, published layout or pagination. All articles available through Birkbeck ePrints are protected by intellectual property law, including copyright law. Any use made of the contents should comply with the relevant law. Citation for this version: Borges, J and Levene, M (2005). Generating dynamic higher-order Markov models in web usage mining. London: Birkbeck ePrints. Available at