Evolving Social Media Background Representation with Frequency Weights and Co-occurrence Graphs (TKDD2023)

Source code written in Python and TensorFlow [link].

The package contains an implementation of frequency-weighted GCN (FW-GCN). It also contains intermediate data for the first scenario, tweet popularity prediction. Two baseline methods are provided for comparison, MF and GCN.

Generalized Durative Event Detection on Social Media (JIIS 2022)
A General Method for Event Detection on Social Media (ADBIS 2020)

Codes written in R [link].

Predicting Time and Location of Future Crimes with Recommendation Methods (Knowledge-Based Systems 2020)

Data and source codes written in R [link].

Automatic Latent Street Type Discovery from Web Open Data (Information Systems 2020)

Data and source codes written in Java [link]. The codes include a Java implementation of WM-LDA and a program for testing coherence and association described in the paper.

Analysis of Street Crime Predictors in Web Open Data (JIIS 2019)

Data used in the paper can be downloaded here.

Image Tweet Popularity Prediction with Convolutional Neural Network (ECIR'19)

This python program uses tensorflow to construct the convolutional neural network described in the paper.