Using Wikipedia with associative networks for document classification
Niels Bloom, Mariët Theune, de Franciska Jong · 2013
Abstract. We demonstrate a new technique for building associative networks based on Wikipedia, comparing them to WordNet-based associative networks that we used previously, finding the Wikipedia-based networks to perform better at document classification. Additionally, we compare the performance of associative networks to various other text classification techniques using the Reuters-21578 dataset, establishing that associative networks can achieve comparable results. 1