Ongoing projects

Understanding Human Mobility from Smart Card Data

2019 - 2021 @Living Analytics Research Centre, Singapore Management University, Singapore

• Modeling secondary schools' mobility pattern

• Deriving semantics from the mobility patterns

• Modeling passenger categories using spatiotemporal data

• Next location prediction using probabilistic model

Completed projects

Individual and social group activity monitoring and mining for active aging

2016 - 2018 @Academia Sinica Taiwan, Taipei, Taiwan

• Social strength analysis from the location-based social network data.

• Designed a chatbot to query sensor-related information.

Next Generation Smartphone

2013 - 2014 @hTC Industry-University Collaboration Project, Taipei, Taiwan

• Human activity mining by using smartphone sensors

• Modeling human activity by using spatiotemporal data

Nation-wide School Financial Aid System

2012 @Ministry of Education, Indonesia, Jakarta, Indonesia

• Database design using MS SQL Server and C# .NET

Portal Website for University

2012 @Sepuluh Nopember Institute of Technology, Surabaya, Indonesia

• Website designer using PHP (CI Framework)