Published June 19, 2021
| Version v1
Journal article
Open
WordCloud Generation using NLP
Authors/Creators
- 1. Student, Computer Engineering, Xavier Institute of Engineering, Mumbai, India.
- 2. Assistant Professor, Computer Engineering, Xavier Institute of Engineering, Mumbai, India.
Description
Natural Language Processing is one of the most powerful tool that we have today for machines to understand how and what we are thinking and saying, what we mean with the power to understand sentence in various languages and process it to give us desired outputs in various instances like frequency of a particular word, summarization etc. WordCloud is one such application where we can using concepts of NLP to create beautiful and aesthetically pleasing, decorative wordclouds which can be used for various purposes such as on websites, greeting cards etc.
Files
WordCloud Generation -Formatted Paper.pdf
Additional details
References
- Wine review dataset by zackthoutt from Keggle.
- Generating WordClouds in Python by Duong Vu https://www.datacamp.com/community/tutorials/wordcloud-python
- Xu, J., Tao, Y., & Lin, H. (2016, April). Semantic word cloud generation based on word embeddings. In 2016 IEEE Pacific Visualization Symposium (PacificVis) (pp. 239-243). IEEE.