Text Summarization with Sentimental Analysis
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2021, Vol 9, Issue 4
Abstract
In today’s world, Modern organizations deal with terabytes of text, such as email, that often plays a significant role in their day to day operations. The user has to face a task of identifying useful information from these data which is difficult and it requires some amount of time. One possible means is to use text summarization. Text summarization is the process of identifying the most valued/meaningful information in a document and compressing that information into a shorter version preserving its overall meaning. Sentiment analysis is about determining the text given by the user whether it is Positive, Negative or Neutral. We used Gensim Algorithm for generating text summary. This algorithm automatically summarizes the given text, by extracting one or more important sentences from the text. This project is about text summarization which includes sentiment analysis. In UI, a text box will be displayed, which is used to take the input text from the user which need to be summarize. Then it will pre-process the text and show the summarized content. It will be taking input as URL of an article and it is going to provide Title, Author, Publication Date, Sentimental analysis, Keywords, URL of an Article.
Authors and Affiliations
Kummari Shiva Kumar, M Priyanka, M Rishitha, D Divya Teja, Nallamothu Madhuri
Keywords
Related Articles
- EP ID EP747298
- DOI 10.21276/ijircst.2021.9.4.4
- Views 40
- Downloads 0
Identification and Classification of Oral Cancer Using Convolution Neural Network
Even though it has proven challenging to achieve, computerised categorization of cell pictures into fit and aggressive cells would be a crucial tool in diagnostic procedures. It has been demonstrated that texture detecti...
Significance of the Leading Programming Languages
In today's technology era, programming is more essential than ever. Python and C++ are the most widely used programming languages. Python, the most popular programming language of the twenty-first century, is a higher-le...
Requirements of mHealth-Based Medication Management Systems
Medication error is one of the healthcare challenges which effects 10 percent of individuals around the world and medication management is a complicated process including multiple activities. One of these activities is m...
Word Sense Disambiguation in Gujarati Language
Word Sense Disambiguation (WSD) – a challenge of Natural Language Processing, for Gujarati language. All natural languages have words that mean different thing in different contexts. Human beings are generally good at se...
Implementation of a Fully Automatic Four-way Traffic Light Controller Using Verilog
The traffic control system is one of the challenging problems in metropolitan and developed cities. This is due to the large number of vehicles and the high dynamics of the traffic system. Impoverished traffic systems ar...