Personality classification based on Twitter text using Naive Bayes, KNN and SVM

BY Pratama, R Sarno - 2015 international conference on data …, 2015 - ieeexplore.ieee.org
Personality is a fundamental basis of human behavior. Personality affects the interaction and
preferences of an individual. People are required to take a personality test to find out their …

Personality prediction based on Twitter information in Bahasa Indonesia

V Ong, ADS Rahmanto, D Suhartono… - … on computer science …, 2017 - ieeexplore.ieee.org
The sheer usage of social media presents an opportunity for an automated analysis of a
social media user based on his/her information, activities, or status updates. This opportunity …

A text mining application of emotion classifications of Twitter's users using Naive Bayes method

L Wikarsa, SN Thahir - 2015 1st International Conference on …, 2015 - ieeexplore.ieee.org
Twitter is one of social media with more than 500 million users and 400 million tweets per
day. In any written tweet of Twitter users it contains various emotions. Most research on the …

Election result prediction using Twitter sentiment analysis

J Ramteke, S Shah, D Godhia… - … conference on inventive …, 2016 - ieeexplore.ieee.org
The proliferation of social media in the recent past has provided end users a powerful
platform to voice their opinions. Businesses (or similar entities) need to identify the polarity of …

The comparation of text mining with Naive Bayes classifier, nearest neighbor, and decision tree to detect Indonesian swear words on Twitter

WB Zulfikar, M Irfan, CN Alam… - 2017 5th International …, 2017 - ieeexplore.ieee.org
Twitter is one of world most famous social media. There are many statement expresed in
Twitter like happiness, sadness, public information, etc. Unfortunately, people may got angry …

Using logistic regression method to classify tweets into the selected topics

ST Indra, L Wikarsa, R Turang - 2016 international conference …, 2016 - ieeexplore.ieee.org
Topics about health, music, sport, and technology are widely discussed in social network
sites, especially in Twitter. Sharing information about those topics can enrich one's …

Sentiment classification for Indonesian message in social media

AR Naradhipa, A Purwarianti - 2012 International Conference …, 2012 - ieeexplore.ieee.org
Nowadays, classifying sentiment from social media has been a strategic thing since people
can express their feeling about something in an easy way and short text. Mining opinion …

Predicting personality from twitter

J Golbeck, C Robles, M Edmondson… - 2011 IEEE third …, 2011 - ieeexplore.ieee.org
Social media is a place where users present themselves to the world, revealing personal
details and insights into their lives. We are beginning to understand how some of this …

Sentiment analysis of english tweets using rapid miner

P Tripathi, SK Vishwakarma… - … international conference on …, 2015 - ieeexplore.ieee.org
Social networking sites these days are great source of communication for internet users. So
these are important source for understanding the emotions of people. In this paper, we use …

Predicting personality with social behavior

S Adali, J Golbeck - … on Advances in Social Networks Analysis …, 2012 - ieeexplore.ieee.org
In this paper, we examine to which degree behavioral measures can be used to predict
personality. Personality is one factor that dictates people's propensity to trust and their …