• DocumentCode
    1784694
  • Title

    Data analysis for gathering and analysis of no structured and semi-structured information using data mining technique

  • Author

    Papavlasopoulos, Sozon

  • Author_Institution
    Dept. of Archive & Libr. Sci., Ionian Univ., Corfu, Greece
  • fYear
    2014
  • fDate
    7-9 July 2014
  • Firstpage
    293
  • Lastpage
    298
  • Abstract
    In this study, a theoretical model for the combination of all individual questions from a questionnaire is investigated. For this implementation, a well-fitted Elman neural network is used in order to formulate the weighting relations between questions of the questionnaire which is produced for the project “Innovative Services to Strengthen Cooperation and Internationalization between SMEs” (I.S.C.I.) which has as objective the internationalization processes of the agro food industry of the Small and Medium-sized Enterprises (SMEs) (in Apulia Region, Italy, and in Ionian Islands, Greece). The aim of this study is the evaluation of the above questionnaire using a data mining technique in which the mental processing of an expert is linking with the Elman Neural Network. For this reason a proper questionnaire was used in order to classify the SMEs into three (3) classes according to their performance.
  • Keywords
    data acquisition; data mining; food processing industry; globalisation; innovation management; recurrent neural nets; small-to-medium enterprises; Apulia region; Elman neural network; Greece; I.S.C.I. project; Innovative Services-to-Strengthen Cooperation-and-Internationalization-between SME project; Ionian Islands; Italy; SME questinnare; agro food industry; data analysis; data mining technique; expert mental processing; internationalization process; nonstructured information analysis; nonstructured information gathering; semistructured information analysis; semistructured information gathering; small-and-medium-sized enterprises; weighting relations; Equations; Media; Testing; Training; Vectors; Weight measurement; Data Mining; Elman Neural Network; Formulation of expert opinion; Questionnaire; SMEs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information, Intelligence, Systems and Applications, IISA 2014, The 5th International Conference on
  • Conference_Location
    Chania
  • Type

    conf

  • DOI
    10.1109/IISA.2014.6878725
  • Filename
    6878725