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  Published Paper Details:

  Paper Title

TEXT CLASSIFICATION AND CLUSTERING OF SOCIAL DATA BY COMPUTATIONAL INTELLIGENCE APPROACH

  Authors

  Miss Seema K.Sheikh,  Prof. Archana O. Vyas

  Keywords

Sentiment Analysis, Twitter, Statistical Data

  Abstract


We have always enthusiastic to the trending technologies and also future science.However we should also known to the fact that earth is formed about4.5 years billion years ago and first well equipped and brain develop man appeared 35000 years ago,But the journey from earth formed to now a days need statistical and probability distribution to store data and predict the things,opinion and many more.We are living in 21st Century,In which Human are very close to various devices, mobiles, laptops, tabs and other gadgets which generate huge volume of data and Microservices based web applications running on these have made it simpler for us to get any kind of data at any time and from any place daily. Social media platforms are also used for expressing our opinions for the products and services. In this paper, an open source approach is presented which we have collected and stored tweets from Twitter API and then pre-processed, analyzed,processed and visualized these tweets using R programming. To interpret sentiments of tweets we are utilizing a statistical tool, R programming. This sentiment analysis is based on text data retrieval from streamed web and then classifying human perspectives in eight distinct classifications of feeling (dislike, fear, anger, indication, sadness, trust,happy) and two unique sentiments (positive and negative). We present a new promotion vector for catalogue the tweets as positive, negative and extract human�s opinion about products.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2006515

  Paper ID - 195559

  Page Number(s) - 3769-3774

  Pubished in - Volume 8 | Issue 6 | June 2020

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Miss Seema K.Sheikh,  Prof. Archana O. Vyas,   "TEXT CLASSIFICATION AND CLUSTERING OF SOCIAL DATA BY COMPUTATIONAL INTELLIGENCE APPROACH", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 6, pp.3769-3774, June 2020, Available at :http://www.ijcrt.org/papers/IJCRT2006515.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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