GithubHelp home page GithubHelp logo

xovee / casflow Goto Github PK

View Code? Open in Web Editor NEW
27.0 27.0 9.0 120 KB

TKDE 2021. CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction.

Home Page: https://www.xoveexu.com

License: MIT License

Python 100.00%
aps graph information-cascades information-diffusion popularity-prediction twitter weibo

casflow's Introduction

Hi there ❤️ I'm Xovee Xu

  • 🎓 I'm currently a PhD candidate in computer science at UESTC, Chengdu, China.
  • 📄 I'm researching in social network analysis and human-centered data mining.
  • 👋 I'm looking for collaborations and opening for discussions, you can reach me via Email or at https://www.xoveexu.com

casflow's People

Contributors

dependabot[bot] avatar xovee avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

casflow's Issues

The Full Article

I can't find the full paper of this project, could you please tell me where to find it?

关于APS数据集

同学你好!想请问下APS数据集的转发路径是如何构建的。如果一个user表示一个作者的话,那么转发路径的长度应该是只有1吧(每篇论文都是直接引用原始论文)。如果不是的话,那这个构建方式是和论文[1]一样的么。我看论文和仓库中没有介绍,所以特地来问下。期待作者解答!

[1] Cao Q, Shen H, Cen K, et al. Deephawkes: Bridging the gap between prediction and understanding of information cascades[C]//Proceedings of the 2017 ACM on Conference on Information and Knowledge Management. 2017: 1149-1158.

Cascade classification

Hey, I was wondering is this project, or your any other project in github, could handle the viral cascade prediction (classification problem), which is usually seen as an easier problem compared with the regression ones.

Thanks for your time.

关于twitter数据集

请问大佬,Twitter数据集每条级联的源用户id为啥一直是-1,这不会对全局图的构建产生影响嘛,就像是所有的级联都是一个用户产生的感觉,希望大佬解答一下。大佬论文图表做的非常漂亮,值得学习哈哈

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.