• DocumentCode
    2049120
  • Title

    Cataloga: A Software for Semantic-Based Terminological Data Mining

  • Author

    Elia, Annibale ; Monteleone, Mario ; Postiglione, Alberto

  • Author_Institution
    Dipt. di Sci. Politiche, Sociali e della Comun., Univ. degli Studi di Salerno, Fisciano, Italy
  • fYear
    2011
  • fDate
    21-24 June 2011
  • Firstpage
    153
  • Lastpage
    156
  • Abstract
    This paper is focused on Catalog a, a software package based on Lexicon-Grammar theoretical and practical analytical framework and embedding a ling ware module built on compressed terminological electronic dictionaries. We will here show how Catalog a can be used to achieve efficient data mining and information retrieval by means of lexical ontology associated to terminology-based automatic textual analysis. Also, we will show how accurate data compression is necessary to build efficient textual analysis software. Therefore, we will here discuss the creation and functioning of a software for semantic-based terminological data mining, in which a crucial role is played by Italian simple and compound-word electronic dictionaries. Lexicon-Grammar is one of the most profitable and consistent methods for natural language formalization and automatic textual analysis it was set up by French linguist Maurice Gross during the ´60s, and subsequently developed for and applied to Italian by Annibale Elia, Emilio D´Agostino and Maurizio Martin Elli. Basically, Lexicon-Grammar establishes morph syntactic and statistical sets of analytic rules to read and parse large textual corpora. The analytical procedure here described will prove itself appropriate for any type of digitalized text, and will represent a relevant support for the building and implementing of Semantic Web (SW) interactive platforms.
  • Keywords
    cataloguing; data compression; data mining; dictionaries; grammars; information retrieval; interactive systems; ontologies (artificial intelligence); semantic Web; text analysis; Cataloga software package; Italian compound-word electronic dictionary; Italian simple-word electronic dictionary; automatic text analysis; compressed terminological electronic dictionary; data compression; information retrieval; lexical ontology; lexicon-grammar practical analytical framework; lexicon-grammar theoretical analytical framework; lingware module; morphosyntactic analytic rule sets; natural language formalization; semantic Web interactive platform; semantic-based terminological data mining; statistical analytic rule sets; terminology-based automatic text analysis; text analysis software; textual corpora; Compounds; Data mining; Dictionaries; Geology; Pragmatics; Semantics; Software; Automatic Textual Analysis; Cataloga software; Information Retrieval; Lexicon-Grammar; Semantic-Based Terminological Data Mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression, Communications and Processing (CCP), 2011 First International Conference on
  • Conference_Location
    Palinuro
  • Print_ISBN
    978-1-4577-1458-0
  • Electronic_ISBN
    978-0-7695-4528-8
  • Type

    conf

  • DOI
    10.1109/CCP.2011.42
  • Filename
    6061017