Towards a Formal Model of Language Networks
Tajana Ban Kirigin, Ana Meštrović, Sanda Martinčić-Ipšić · Communications in computer and information science · 2015
Multilayer networks and related concepts have been used for description and analysis of complex systems in many fields, such as for example biological, physical, social and information systems. In this paper we present the first steps towards defining a formal model for language networks representation - Multilayer Language Network ( MLN ) which is based on multilayer network formalism and which is suitable for representation, analysis and comparison of languages both in their entirety as well as in their various characteristics and complexity. The goal of this research is to define a universal formal model for languages, capturing various language levels (subsystems) and various language characteristics. As a starting point we apply standard network diagnostics on an MLN model for an English and Croatian text, considering word, syllable and grapheme language subsystems and various construction principles, and present obtained results. These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.