Research projects

2023

Project Title Duration Principle Investigator Sponsor
A point-of-interest recommendation system that combines spatiotemporal factors, text exploration, and deep learning 2022/08/01 – 2025/07/31 Chieh-Yuan Tsai Ministry of Science and Technology

2022

Project Title Duration Principle Investigator Sponsor
A point-of-interest recommendation system that combines spatiotemporal factors, text exploration, and deep learning 2022/08/01 – 2025/07/31 Chieh-Yuan Tsai Ministry of Science and Technology

2021

Project Title Duration Principle Investigator Sponsor
Integrating Social Media Data Mining and Deep Learning for Intelligent Travel Recommendation Systems 2019/08/01 – 2022/07/31 Chieh-Yuan Tsai Ministry of Science and Technology

2020

Project Title Duration Principle Investigator Sponsor
Integrating Social Media Data Mining and Deep Learning for Intelligent Travel Recommendation Systems 2019/08/01 – 2022/07/31 Chieh-Yuan Tsai Ministry of Science and Technology

2019

Project Title Duration Principle Investigator Sponsor
Integrating Social Media Data Mining and Deep Learning for Intelligent Travel Recommendation Systems 2019/08/01 – 2022/07/31 Chieh-Yuan Tsai Ministry of Science and Technology

2018

Project Title Duration Principle Investigator Sponsor
A Cyber-Physical System for Intelligent Roll-To-Roll Production: Taking Polarizer Production as a Validation Case 2016/08/01~2019/07/31 Chi-Yang Tsai(Co-Host Investigator) Ministry of Science and Technology
A Cyber-Physical System for Intelligent Roll-To-Roll Production: Taking Polarizer Production as a Validation Case 2016/08/01~2019/07/31 Chieh-Yuan Tsai(Co-Host Investigator) Ministry of Science and Technology
The Study of Product Recommendation Systems under Social Media Environment 2016/08/01~2019/07/31 Chieh-Yuan Tsai Ministry of Science and Technology

2017

Project Title Duration Principle Investigator Sponsor
Study on Reverse Channel Planning in Multiple Sales Channel Systems with Product Remanufacturing 2017/08/01~2018/07/31 Chi-Yang Tsai Ministry of Science and Technology
A Cyber-Physical System for Intelligent Roll-To-Roll Production: Taking Polarizer Production as a Validation Case 2016/08/01~2019/07/31 Chi-Yang Tsai(Co-Host Investigator) Ministry of Science and Technology
A Cyber-Physical System for Intelligent Roll-To-Roll Production: Taking Polarizer Production as a Validation Case 2016/08/01~2019/07/31 Chieh-Yuan Tsai(Co-Host Investigator) Ministry of Science and Technology
The Study of Product Recommendation Systems under Social Media Environment 2016/08/01~2019/07/31 Chieh-Yuan Tsai Ministry of Science and Technology

2016

Project Title Duration Principle Investigator Sponsor
A Cyber-Physical System for Intelligent Roll-To-Roll Production: Taking Polarizer Production as a Validation Case 2016/08/01~2019/07/31 Chi-Yang Tsai(Co-Host Investigator) Ministry of Science and Technology
A Cyber-Physical System for Intelligent Roll-To-Roll Production: Taking Polarizer Production as a Validation Case 2016/08/01~2019/07/31 Chieh-Yuan Tsai(Co-Host Investigator) Ministry of Science and Technology
Big Data-Driven Analytics for Business Forecasting Model Development 2016/08/01~2017/07/31 Chieh-Yuan Tsai Ministry of Science and Technology
The Study of Product Recommendation Systems under Social Media Environment 2016/08/01~2019/07/31 Chieh-Yuan Tsai Ministry of Science and Technology

2015

Project Title Duration Principle Investigator Sponsor
The Study of Consumer Behavior Analysis under the Mobile Commerce Environment 2013/08/01~2016/07/31 Chieh-Yuan Tsai National Science Council

2014

Project Title Duration Principle Investigator Sponsor
The Study of Consumer Behavior Analysis under the Mobile Commerce Environment 2013/08/01~2016/07/31 Chieh-Yuan Tsai National Science Council

2013

Project Title Duration Principle Investigator Sponsor
The Study of Consumer Behavior Analysis under the Mobile Commerce Environment 2013/08/01~2016/07/31 Chieh-Yuan Tsai National Science Council
Improving Scheduling Flexibility in Parallel Machine System with Inserted Idle Time 2013/08/01~2014/07/31 Chi-Yang Tsai National Science Council

2012

Project Title Duration Principle Investigator Sponsor
A Study for Consumer Behavior Sequence Classification Models 2011/08/01~2013/07/31 Chieh-Yuan Tsai National Science Council

2011

Project Title Duration Principle Investigator Sponsor
A Study for Consumer Behavior Sequence Classification Models 2011/08/01~2013/07/31 Chieh-Yuan Tsai National Science Council

2010

Project Title Duration Principle Investigator Sponsor
A Study of Applying Association Rules and Purchase Sequence Patterns for the Product-to-Shelf Assignments 2010/08/01~2011/07/31 Chieh-Yuan Tsai National Science Council
Study on Waste Disposal and Recovery Systems and Coordinated Management Strategies(I) 2010/08/01~2011/07/31 Chi-Yang Tsai National Science Council

2009

Project Title Duration Principle Investigator Sponsor
The Study of Applying Data Mining Methods for Solving Shelf Allocation Problems(I) 2009/08/01~2010/07/31 Chieh-Yuan Tsai National Science Council
Study on Waste Disposal and Recovery Systems and Coordinated Management Strategies(I) 2009/08/01~2010/07/31 Chi-Yang Tsai National Science Council

2008

Project Title Duration Principle Investigator Sponsor
The Development of Modular Manufacturing Management of Connector Industry---The Study of Modular Product Data Management System (Information System Division) 2006/08/01~2009/07/31 Chieh-Yuan Tsai National Science Council
Study on Production Planning and Waste Disposal Control Models and Coordinated Management Policies(I) 2008/08/01~2009/07/31 Chi-Yang Tsai National Science Council

2007

Project Title Duration Principle Investigator Sponsor
The Development of Modular Manufacturing Management of Connector Industry---The Study of Modular Product Data Management System (Information System Division) 2006/08/01~2009/07/31 Chieh-Yuan Tsai National Science Council
A Study on Unrelated Parallel Machine Scheduling Problems with Constrained Resources and Sequence-Dependent Setup Times (I) 2007/08/01~2008/07/31 Chi-Yang Tsai National Science Council
The Pilot Program of RFID technology and Applications, Ministry of Education 2007/09/01~2009/01/31 Chieh-Yuan Tsai Ministry of Education

2006

Project Title Duration Principle Investigator Sponsor
The Development of Modular Manufacturing Management of Connector Industry---The Study of Modular Product Data Management System (Information System Division) 2006/08/01~2009/07/31 Chieh-Yuan Tsai National Science Council
Evaluation of the Application of RFID in a Multi-Stage Inventory System to Increase Inventory Accuracy 2006/08/01~2007/07/31 Chi-Yang Tsai National Science Council
Development of a Particle Swarm Optimization Based Star-Coordinate Visualization Method for Data Clustering 2006/08/01~2009/07/31 Chieh-Yuan Tsai Ministry of Education
Education Improvement Project of Integrating Manufacturing and e-Business, Ministry of Education 2006/1/1~2006/12/31 Chieh-Yuan Tsai
Chi-Yang Tsai		 Ministry of Education

2005

Project Title Duration Principle Investigator Sponsor
Developing a PCB Design Evaluation and Manufacturing Analysis Model 2005/8/1~2006/7/31 Chieh-Yuan Tsai National Science Council
Development of PCB Inventory Management System 2005/8/1~2006/7/31 Chi-Yang Tsai National Science Council
Education Improvement Project of Integrating Manufacturing and e-Business, Ministry of Education 2005/1/1~2005/12/31 Chieh-Yuan Tsai
Chi-Yang Tsai		 Ministry of Education

2004

Project Title Duration Principle Investigator Sponsor
A Study of Performance Measure Model for Collaboration Engineering 2004/1/1~2004/12/31 Chieh-Yuan Tsai National Science Council
Developing a PCB Design Evaluation and Manufacturing Analysis Model 2004/8/1~2005/7/31 Chieh-Yuan Tsai National Science Council
Development of PCB Inventory Management System 2004/8/1~2005/7/31 Chi-Yang Tsai National Science Council
Education Improvement Project of Integrating Manufacturing and e-business - taking Printed Circuit Board Industry as a case, Ministry of Education 2004/1/1~2005/12/31 Chieh-Yuan Tsai
Chi-Yang Tsai		 Ministry of Education
Quality Improvement Project 2004/5/11~2004/11/10 Chieh-Yuan Tsai Industrial Development Bureau, Ministry of Economic Affairs

2003

Project Title Duration Principle Investigator Sponsor
Developing a PCB Design Evaluation and Manufacturing Analysis Model 2003/8/1~2004/7/31 Chieh-Yuan Tsai National Science Council
Development of PCB Inventory Management System 2003/8/1~2004/7/31 Chi-Yang Tsai National Science Council
Education Improvement Project of Integrating Manufacturing and e-business - taking Printed Circuit Board Industry as a case, Ministry of Education 2003/1/1~2004/12/31 Chieh-Yuan Tsai
Chi-Yang Tsai		 Ministry of Education

2002

Project Title Duration Principle Investigator Sponsor
Education Improvement Project of Integrating Manufacturing and e-business - taking Printed Circuit Board Industry as a case, Ministry of Education 2002/8/1~2003/7/31 Chieh-Yuan Tsai National Science Council
Centralized and Decentralized Control of a Two-Stage Manufacturing System with Demand for Intermediate and End Products 2002/8/1~2003/7/31 Chi-Yang Tsai National Science Council

2001

Project Title Duration Principle Investigator Sponsor
Constructing a Product Structure Management System under a Virtual Enterprise Environment 2001/8/1~2002/7/31 Chieh-Yuan Tsai National Science Council
Project of the Customer Relationship Management (CRM)-Oriented Electronic Government: A Study of People's Use of Electronic Technology through Broadband Internet 2001/7/1~2001/12/31 Chieh-Yuan Tsai National Science Council

2000

Project Title Duration Principle Investigator Sponsor
Applying Information Fusion Methods in Multi-attribute Performance Evaluation and Certification of Suppliers 2000/8/1~2002/7/31 Chieh-Yuan Tsai National Science Council
Intelligent Content Retrieving Techniques for Multimedia Communications 2000/8/1~2001/7/31 Chieh-Yuan Tsai National Science Council

1999

Project Title Duration Principle Investigator Sponsor
Development of a Feature-Based Design Search System 1999/12/1~2000/7/31 Chieh-Yuan Tsai National Science Council