The application of machine learning algorithms for text mining based on sentiment analysis approach

R Samizade, E Mahmoudi Saeid Abad - Journal of Information …, 2018 - jitm.ut.ac.ir
Classification of the cyber texts and comments into two categories of positive and negative
sentiment among social media users is of high importance in the research are related to text …

[PDF][PDF] Analysis and classification of Arabic newspapers' Facebook pages using text mining techniques

SA Salloum, C Mhamdi, M Al-Emran… - International Journal of …, 2017 - journals.sfu.ca
Text mining and sentiment analysis have been the focus of research due to the increasing
availability of opinion data on social networking websites. Current researches dealing with …

[PDF][PDF] A comparative analysis of various machine learning based social media sentiment analysis and opinion mining approaches

K Jayamalini, M Ponnavaikko… - Adv. Math., Sci …, 2020 - research-publication.com
Sentiment Analysis or opinion mining is the method of NLP to computationally identify and
categorize user opinions expressed in textual data. Mainly it is used to determine the user's …

A Implementation of Text Mining In Sentiment Analysis of Shopee Indonesia Using SVM

K Hantoro, D Handayani, S Setiawati - Bulletin of Information …, 2022 - journal.fkpt.org
Many online shopping users convey an assessment of a product through status comments.
Comments indicate a non-standard form of expression. Nowadays, user comments are …

[PDF][PDF] Machine Learning Methods in Classification of Text by Sentiment Analysis of Social Networks

I Hemalatha, A Govardhan… - International Journal of …, 2011 - researchgate.net
In recent years, we became witnesses of a large number of websites that enable users to
contribute, modify, and grade the content. Users have an opportunity to express their …

A survey on: classification of Twitter data using sentiment analysis

P Deshpande, P Joshi, D Madekar, P Pawar… - Asian Journal For …, 2019 - asianssr.org
Sentiment means classify the opinions which are in the form of text. As we are classifying the
text it must having different unstructured contains with information of particular subject. There …

[PDF][PDF] Investigation of different machine learning algorithms to determine human sentiment using Twitter data

IA Golam Mostafa, MS Junayed - International Journal of Information …, 2021 - academia.edu
In recent years, with the advancement of the internet, social media is a promising platform to
explore what going on around the world, sharing opinions and personal development. Now …

[PDF][PDF] Text classification and analysis with social media platform

MMD Chaure, JP Mehare - IJRAR-International Journal of Research and …, 2019 - ijrar.org
Text Classification, Text Mining and Sentiment Analysis have received huge attention,
especially because of the availability of large volume of textual data on social media, e …

Machine learning approach to sentiment analysis in data mining

DJ Hussein, MN Rashad, KI Mirza… - Passer Journal of …, 2022 - passer.garmian.edu.krd
Widespread internet use and the web have brought about new ways of expressing
individual sentiments. A sentiment is defined as an individual's view in which feelings …

[PDF][PDF] Predicting Sentiment from Movie Reviews Using Machine Learning Approach

B Verma, RS Thakur, S Jaloree - International Journal of …, 2019 - ijmrset.com
With the rapid growth of Text sentiment analysis, need of automatic classification of digital
documents has increased. Predicting of events is also a challenging task in the near and …