Research Projects

RecipeGPT

Generative Pre-training Based Cooking Recipe Generation and Evaluation System

Career Exploration

Visualize how ICT sector is divided into 7 tracks. It also shows popular skills, popular companies, the jobs movement among ICT tracks, and job similarity among ICT tracks

WageDB

The app aims to help: (a)job seekers wanting to ask the right salaries, and (b) employers interested in settng the appropriate salaries to attract applicants

Text2Calories

Text2Calories aim to develop machine-learning models to automatically estimate nutritional values of food items with minimal information.

SGTrafficWatch

Visualisation system correlating data from different sources (LTA DataMall, NEA weather services) to study Singapore's traffic conditions and trends.

Singapore MRT Event Calendar

Show detailed information on past MRT events in Singapore

Carpark Availability

Realtime carpark availability from different agencies in Singapore shown in the gridlike map

SG MRT 2012 vs 2016

Comparing between 2012 and 2016 MRT system using real EZ-link transactions to understand the impact of new lines on passengers' traveling experience

Congestion Event Analysis

An empirical study based on LTA bus arrival data to identify the spatial-temporal scopes of detected traffic congestion and their evolutions over time.

MRT Sense

MRT Sense dashboard visualizes analysis of labelled MRT-related Tweets from January 2015 to July 2017.

NDR 2016 Insights and Analyses

Social media insights on National Day Rally 2016

Palanteer Search

Palanteer is a service that allows users to search for Twitter data generated by a set of Twitter users in Singapore

Persona

Twitter persona analytics

Laserlytics

A unified experimentation platform, enabling randomized online controlled experiments in easy way and with minimal human effort

Facet

Multi-faceted user profiling from social media

SGHaze2015

Social sensing on Singapore Haze event to derive insights about people’s reactions to the haze

Classy

Content labeling and aggregation from social sharing activity

National Day Rally Sentiments 2014

Social media insights on National Day Rally 2014

Business Analytics

Business Analytics to recommend you the best location to open your business

Job Analytics

Gaining insights to Singapore Job Data

Career Mapper

Optimizing your profile to increase the chance of landing your dream job

GE2015

Aggregating all GE2015 relevant posts from mainstream media and blogs; automatically extracting relevant politicians, parties, constituencies, and political issues

Transanalytics

Transportation analytics on Shanghai bus services

Taxi Booking Modeling

Grid-based Gaussian Mixture Model (GGMM) models the variations of number of taxi bookings in spatio-temporal dimension to detect of anomalous booking events

Share Taxi Visual Analytics

Simulate how the taxi sharing can benefit taxi drivers as well as commuters.

BusSense

Social sensing for Singapore buses. Take control of your journey!

Eat & Tell

Eat & Tell helps researchers conduct studies to learn about people's eating attitude and behavior by integrating online food diary with customized surveys

FoodAI

FoodAI™ offers the cutting-edge deep learning food image recognition technologies for advancing AI in food and healthcare, particularly for Singapore local food

Ta$ker

A Context-aware Mobile Crowdsourcing and Logistic experimental app, built to better understand consumer attitudes and behaviours.

Linky

Linking user from multiple social networks

Find My Bus

Find bus arrival time and location in the real time manner

Taxi Availability

Realtime taxi availability (ready for hire) location showing in the gridlike map.

Mrt Network

Visualize the different centralities on Singapore MRT/LRT network system.

Traffic Speed

Realtime traffic speed on expressways and arterial roads together with traffic incidents currently happening on the roads.

Virality

Identify users and content items driving information propagation in social media