Coreference detection in an XML schema

Multiaspect Text Categorization Problem Solving: A Nearest Neighbours Classifier Based Approaches and Beyond

“…Thus, it seems to con irm that the similarity to the most recent documents in a case should in luence most the classi ication decision. This observation reminds what have been con irmed in some computational experiments on the comparison of the path in the tree of an XML document [17]: that the similarity of the last segments of these paths is decisive for establishing the coreference of respective XML elements.…”

“…Then we propose to model the cases and proceed with the classi ication of the documents in the frame-work of the hidden Markov models and sequence mining [22], using the concepts of the computational intelligence [23], or employing the support vector machines [24]. We also pursued other paths, including semantic representation of documents, inding a parallel of the MTC with text segmentation, studying the asymmetry of similarity [13,14], devising new cluster analysis techniques [11] or investigating the applicability of the concepts related to the coreference detection in data schemas [17].…”