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
Link To Document :
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