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https://github.com/sovoid/friend.ly
A social media platform with a friend recommendation engine based on personality trait extraction
https://github.com/sovoid/friend.ly
api deep-learning ejs friend-recommendation javascript mean-stack mongoose nlp nodejs nodemailer oauth2 passportjs social social-login social-network speechtotext text-mining text-to-speech tron webrtc
Last synced: about 4 hours ago
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A social media platform with a friend recommendation engine based on personality trait extraction
- Host: GitHub
- URL: https://github.com/sovoid/friend.ly
- Owner: sovoid
- License: apache-2.0
- Created: 2020-01-17T11:15:49.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2023-01-05T16:23:36.000Z (over 1 year ago)
- Last Synced: 2024-09-28T07:21:17.528Z (about 4 hours ago)
- Topics: api, deep-learning, ejs, friend-recommendation, javascript, mean-stack, mongoose, nlp, nodejs, nodemailer, oauth2, passportjs, social, social-login, social-network, speechtotext, text-mining, text-to-speech, tron, webrtc
- Language: JavaScript
- Homepage:
- Size: 20.2 MB
- Stars: 51
- Watchers: 3
- Forks: 25
- Open Issues: 26
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Awesome Lists containing this project
README
[![Contributors][contributors-shield]][contributors-url]
[![Forks][forks-shield]][forks-url]
[![Stargazers][stars-shield]][stars-url]
[![Issues][issues-shield]][issues-url]
[](https://www.codacy.com?utm_source=github.com&utm_medium=referral&utm_content=und3fined-v01d/Friend.ly&utm_campaign=Badge_Grade) [](https://circleci.com/gh/und3fined-v01d/Friend.ly) [](https://travis-ci.org/und3fined-v01d/Friend.ly)
Friend.ly
The internet is flooded with Social Networking Sites(SNS). Be it Twitter, Facebook or Instagram, SNS(s) are without a doubt one of the most popular methods of making friends in the virtual realm. One of the
most important aspects of any SNS is the use of a Friend Recommendation System(FRS). Several different types of FRSs have been proposed but a feature that remains common to all of those is homophily, the propensity to associate people with similar others.
While homophily-based FRSs have proven to be extremely accurate in most circumstances, an essential area that still remains relatively unexplored in this domain is the use of personality insights for recommending friends.
With Friend.ly, we propose a novel FRS which leverages text-mining, personality trait extraction, sentiment analysis and hybrid filtering and show it to be having a better performance than most collaborative filtering based FRSs.
Report Bug or Feature Request
·
Raise a PR
## Table of Contents
- [About the Project](#about-the-project)
- [Built With](#built-with)
- [Development](#development)
- [Cloud Setup](#cloud setup)
- [Prerequisites](#prerequisites)
- [Installation](#installation)
- [Roadmap](#roadmap)
- [Contributing](#contributing)
- [License](#license)
- [Contact](#contact)
- [Acknowledgements](#acknowledgements)
## About The Project
### Built With
This project would never have been possible without these wonderful frameworks and project.
- [Node.js](https://nodejs.org)
- [EJS](https://ejs.co)
- [Tron](https://github.com/und3fined-v01d/Tron)
- [Watson APIs](https://github.com/watson-developer-cloud/node-sdk#readme)
- [DeepAI](https://deepai.org/machine-learning-model/nsfw-detector)
- [Socket.io](https://www.npmjs.com/package/socket.io)
Friend.ly is a modified version of [Tron](https://github.com/und3fined-v01d/Tron)!
## Development
This is an example of how you may give instructions on setting up your project locally.
To get a local copy up and running follow these simple example steps.
### Cloud Setup with GitPod
[Gitpod](https://www.gitpod.io/) can be used to develop Friend.ly in the cloud. All the commits, if any needs to be made to a branch using convention issue-#
(issue-number-on-tracker).
[](https://gitpod.io/#https://github.com/und3fined-v01d/Friend.ly)
### Prerequisites
Clone the repo and hit npm install.
- npm
```sh
npm install
```
### Startup
1. Clone the repo
```sh
git clone https://github.com/und3fined-v01d/Friend.ly
```
2. Install NPM packages
```sh
npm install
```
3. Create a .env file in home directory with valid credentials as follows
```
TWITTER_CONSUMER_KEY=
TWITTER_CONSUMER_SECRET=
TWITTER_CALLBACK_URL=
GOOGLE_CLIENT_ID=
GOOGLE_CLIENT_SECRET=
GOOGLE_CALLBACK_URL=
WATSON_API_KEY=
WATSON_API_VERSION=
WATSON_URL=
```
4. Start the project
```JS
npm start
```
## Roadmap
See the [open issues](https://github.com/AlQaholic007/Friend.ly/issues) for a list of proposed features (and known issues).
## Contributing
Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are **greatly appreciated**.
1. Fork the Project
2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)
3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)
4. Push to the Branch (`git push origin feature/AmazingFeature`)
5. Open a Pull Request
## License
Distributed under the Apache 2.0 License. See `LICENSE.md` for more information.
## Contact
- Soham Parekh <[@und3fined-v01d](https://github.com/und3fined-v01d), [[email protected]]([email protected])>
- Vidhi Mody <[@vidhi-mody](https://github.com/vidhi-mody), [email protected]>
- Vrushti Mody <[@vrushti-mody](https://github.com/vrushti-mody), [email protected]>
Project Link: [https://github.com/und3fined-v01d/Friend.ly](https://github.com/und3fined-v01d/Friend.ly)
[contributors-shield]: https://img.shields.io/github/contributors/und3fined-v01d/Friend.ly?style=flat-square
[contributors-url]: https://github.com/und3fined-v01d/Friend.ly/graphs/contributors
[forks-shield]: https://img.shields.io/github/forks/und3fined-v01d/Friend.ly?style=flat-square
[forks-url]: https://github.com/und3fined-v01d/Friend.ly/network/members
[stars-shield]: https://img.shields.io/github/stars/und3fined-v01d/Friend.ly?style=flat-square
[stars-url]: https://github.com/und3fined-v01d/Friend.ly/stargazers
[issues-shield]: https://img.shields.io/github/issues/und3fined-v01d/tracker/repo/Friend.ly
[issues-url]: https://github.com/und3fined-v01d/tracker/issues
[product-screenshot]: docs/img/screenshot.png