https://github.com/zahraarshia/persiantopicdetection

An implementation of a deep convolutional neural network to classify Persian news topics.
https://github.com/zahraarshia/persiantopicdetection

cnn keras newsclassification nlp persian

Last synced: 3 months ago
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An implementation of a deep convolutional neural network to classify Persian news topics.

• Host: GitHub
• URL: https://github.com/zahraarshia/persiantopicdetection
• Owner: ZahraArshia
• License: mit
• Created: 2022-10-22T18:37:22.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-10-28T13:32:07.000Z (over 2 years ago)
• Last Synced: 2025-01-09T00:44:57.279Z (5 months ago)
• Topics: cnn, keras, newsclassification, nlp, persian
• Language: Python
• Homepage:
• Size: 4.74 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# PersianTopicDetection

> An implementation of a deep convolutional neural network to classify Persian news topics.

![image](https://user-images.githubusercontent.com/78906545/198603427-42e197be-dd56-479b-a989-76a5726bb7db.png)

A news article discusses current or recent news of either general interest (i.e. daily newspapers) or on a specific topic (i.e. political or trade news magazines, club newsletters, or technology news websites). A news article can include accounts of eyewitnesses to the happening event. We must have seen the news divided into categories when we go to a news website. Some of the popular categories that you’ll see on almost any news website are tech, entertainment, sports, etc.News topic classification is a method of classifying news articles available in text data into some predefined classes or labels. This is one of the applications of text classification.

In this project a CNN model is used to classify Persian news into 5 main topics: Sports, Business, Politics, Entertainment, Tech

## Dataset



The Hamshahri Corpus (Persian: پیکره همشهری) is a sizable Persian corpus based on the Iranian newspaper Hamshahri, one of the first online Persian-language newspapers in Iran. It was initially collected and compiled by University of Tehran.

[Hamshahri corpus Homepage](https://dbrg.ut.ac.ir/Hamshahri/)

## Author

**Zahra Aershia**

- GitHub: [@ZahraArshia](https://github.com/ZahraArshia)

- LinkedIn: [@ZahraArshia](https://www.linkedin.com/in/ZahraArshia/)

## Contributing

Contributions, issues, and feature requests are welcome!

Feel free to check the [issues page](https://github.com/ZahraArshia/PersianTopicDetection/issues).

## Show your support

Give a ⭐️ if you like this project!

## License

This project is [MIT](https://github.com/ZahraArshia/PersianTopicDetection/blob/main/LICENSE) licensed.