Text document plays an important role in providing better document retrieval, document browsing and text mining. Traditionally, clustering techniques do not consider the semantics relationships between words, such as synonymy and hypernymy. Existing clustering techniques are based on the syntactic structure of the document. To exploit semantic relationships, WordNet has been used to improve clu...

E-mail’s text is the main body of an E-mail. Its content is reflected by semantic body formed by a large number of semantic elements, so it is the most authoritative and effective to study semantic body information of spam when analyzing its text. Firstly, this paper takes the advantage of HowNet in analysis of semantic element and analyze semantic bodies in email text, then proposes the method...

Background: Knowing the development pattern of children’s language is applicable in developmental psychology. Network models of language are helpful for the identification of these patterns.  Objectives: We examined the small-world properties of featured semantic networks of developing children. Materials & Methods: In this longitudinal study, the featured semantic networks of children aged 1...