• DocumentCode
    633055
  • Title

    A preliminary study of Croatian language syllable networks

  • Author

    Ban, Koichiro ; Ivakic, I. ; Mestrovic, Ana

  • Author_Institution
    Dept. of Inf., Univ. of Rijeka, Rijeka, Croatia
  • fYear
    2013
  • fDate
    20-24 May 2013
  • Firstpage
    1296
  • Lastpage
    1300
  • Abstract
    This paper presents preliminary results of Croatian syllable networks analysis. We analyzed networks of syllables generated from texts collected from the Croatian Wikipedia and Blogs. Different syllable networks are constructed in a way that each node in this network is a syllable, and links are established between two syllables if they appear together in the same word (co-occurrence network) or if they appear as neighbours in a word (neighbour network). As a main tool we use network analysis methods which provide mechanisms that can reveal new patterns in a complex language structure. We aim to show that syllable networks differ from Erdös-Renyi random networks, which may indicate that language has its own rules and self-organization structure. Furthermore, our results have been compared with other studies on syllable network of Portuguese and Chinese. The results indicate that Croatian Syllables networks exhibit certain properties of a small world networks.
  • Keywords
    Web sites; natural language processing; network theory (graphs); small-world networks; text analysis; Chinese syllable network; Croatian Blogs; Croatian Wikipedia; Croatian language syllable network analysis; Erdos-Renyi random networks; Portuguese syllable network; complex language structure; cooccurrence network; small world networks; text generated network syllables; Blogs; Complex networks; Electronic publishing; Encyclopedias; Internet; Pragmatics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information & Communication Technology Electronics & Microelectronics (MIPRO), 2013 36th International Convention on
  • Conference_Location
    Opatija
  • Print_ISBN
    978-953-233-076-2
  • Type

    conf

  • Filename
    6596459