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Text Mining Preprocessing Techniques and its Significance based on the Dataset


Affiliations
1 Department of Computer Applications Velalar College of Engineering and Technology, Erode, Tamilnadu, India
     

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Social Network can be termed as a network of social interactions and personal relationships. The most popular social networks include Facebook, Google+ and Twitter. The content shared in such networks is usually unstructured text. Nowadays, various algorithms are being generated and analyzed to understand and extract meaningful inferences from such unstructured data. In this survey, we have the tendency to review the text mining techniques and analyze combination of those techniques to get varied textual patterns from the social networking sites. Here are some of the techniques used in preprocessing.


Keywords

Text Mining, Preprocessing, Dataset Preparation
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  • Text Mining Preprocessing Techniques and its Significance based on the Dataset

Abstract Views: 251  |  PDF Views: 1

Authors

P. Vijayakumar
Department of Computer Applications Velalar College of Engineering and Technology, Erode, Tamilnadu, India
V. Harikrishnan
Department of Computer Applications Velalar College of Engineering and Technology, Erode, Tamilnadu, India
Dr. S. Sukumaran
Department of Computer Applications Velalar College of Engineering and Technology, Erode, Tamilnadu, India

Abstract


Social Network can be termed as a network of social interactions and personal relationships. The most popular social networks include Facebook, Google+ and Twitter. The content shared in such networks is usually unstructured text. Nowadays, various algorithms are being generated and analyzed to understand and extract meaningful inferences from such unstructured data. In this survey, we have the tendency to review the text mining techniques and analyze combination of those techniques to get varied textual patterns from the social networking sites. Here are some of the techniques used in preprocessing.


Keywords


Text Mining, Preprocessing, Dataset Preparation