The research objective of SiMS Lab is applying machine learning, data mining, and Big Data Analytics methodologies integrated with information technology and operation research methods to process and analyze the data for searching the managerial insights. The analytical model can then be developed based on found insights to improve the business or service. The research projects excused by SiMS Lab are funded by Ministry of Science and Technology (MOST), Institute of Information Industry (III), Service Science Society of Taiwan, and other industrial-academic cooperation.
Projects
Industry-academic Projects
Vending Machine Product Development and Business Model (2013.4~2013.8) Funded by TROPOX Inc., Co-PI（PI is Dr. KJ Wang, Industrial Management, NTUST） Automatic vending machine is the major product line of TROPOX Inc. Especially, the “Capsule Toy” vending machine is one of products which TROPOX will announce in the near future. In this project, through the lecturing …
Institute of Information Industry Projects
Crop Price and Yield Prediction Model by Functional Principal Component Analysis (2013.1 ~ 2013.12) Funded by 2013 Technology Project of Ministry of Economic – Digital Convergence Service Platform R&D project(4/4), PI This project aims at developing a crop price and yield prediction model to provide a more adaptive crop planning for Taiwan local framer. In this …
Ministry of Science and Technology Projects
Integration of Principal Component Analysis and Integer Linear Programming for Complete Must-Link Constrained Clustering Problem (2011.10~2012,7) Funded by National Science Council (currently, Ministry of Science and Technology) （NSC 100-2218-E-011-026）, PI This research aims at developing an integrated method to solve a special but not uncommon constrained clustering problem constructed by Complete Must-Link (CML) constraints. Constrained …
