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研
人 Research Fellow
員 王大為 Da-Wei Wang
Faculty Ph.D., Computer Science, Yale Univeristy, United States
T +886-2-2788-3799 ext. 1729 E wdw@iis.sinica.edu.tw
F +886-2-2782-4814 W www.iis.sinica.edu.tw/pages/wdw
・ Deputy Director, Institute of Information Science, Academia Sinica, Taiwan (2007/7-
2009/9) (2018/9-present)
・ President, Taiwan Association of Medical Informatics Science, Taiwan (2011/11-2013/12)
・ Director, Academia Sinica, Information Technology Services, Taiwan (2010/8-2017/10)
・ Assistant Research Fellow(1992/12-2000/3), Associate Research Fellow (2000/3-2007/5),
Research Fellow (2007/5-present), Institute of Information Science, Academia Sinica,
Taiwan
Research Description
My research interests are in the theoretical foundation of computer science and in applying fundamental tools to various areas. I am most
interested in understanding the structure of objects to be manipulated computationally, classifying the resources needed for various
computational problems, and identifying more e cient algorithms. In the application eld, I am interested in information privacy, simulation
and medical informatics. I was previously involved in the design of information privacy protection mechanisms and the development of
privacy regulations in medical research. We developed a prototype system, CellSecu, to safeguard personal privacy. The system checks if
datasets that are intended to be released contain too much personal information. The system is based on an appropriate logic model, which
we discovered. We also proposed a method to quantify privacy leakage with information theory and economic models I have worked closely
with Centers for Disease Control in Taiwan to use computer simulations to facilitate decision making processes. We developed an e cient
agent-based stochastic simulator to study the spatial transmission patterns of in uenza. We also studied problems related to vaccination
strategy, such as searching for appropriate strategies with di erent objectives and di erent social structures in the population. We applied a
surrogate assisted genetic algorithm to make the search process more e cient, and we also apply machine learning methods to construct
better surrogate functions. Recently, I have been involved with data bank related operations to provide guidance on privacy protection and
information security.
Publications
1. Jian, Zong-De and Chang, Hung-Jui and Hsu, Tsan-sheng 6. Ting-Yu Liu, Yu Chen, Huai-Hsien Wang, Yen-Lin Huang, Yuan-
and Wang, Da-Wei, "Applying Deep Learning for Surrogate Chun Chao, Kun-Tong Tsai, Wei-Chih Cheng, Chih-Yuan Chuang,
Construction of Simulation Systems," Springer, volume 873, Yi-Ho Tsai, Chung-Yueh Huang, Da-Wei Wang, Chi-Hung Lin,
pages 335-350, September 2019. Juen- Kai Wang, and Yuh-Lin Wang, "Differentiation of Bacteria
Cell Wall Using Raman Scattering Enhanced by Nanoparticle
2. Jian, Zong-De and Hsu, Tsan-sheng and Wang, Da-Wei, "The Array," Journal of Nanoscience and Nanotechnology, volume 12,
Power of Surrogate-Assisted Evolutionary Computing in number 6, pages 5004-5008, June 2012.
Searching Vaccination Strategy," International Conference on
Simulation and Modeling Methodologies, Technologies and 7. Ya n g - c h i h F u , D a - We i Wa n g , J e n - H s i a n g C h u a n g ,
Applications, volume 676, pages 222-240, October 2018. "Representative Contact Diaries for Modeling the Spread of
Infectious Diseases in Taiwan," PLoS ONE, volume 7, number
3. Wu, Chien Hua and Chiu, Ruey Kei and Yeh, Hong Mo and 10, pages e45113, October 2012.
Wang, Da Wei, "Implementation of a cloud-based electronic
medical record exchange system in compliance with the 8. Te-Kang Jan, Da-Wei Wang, Chi-Hung Lin and Hsuan-Tien Lin,
integrating healthcare enterprise's cross-enterprise document "A Simple Methodology of Soft Cost-sensitive Classification,"
sharing integration profile," International Journal of Medical ACM SIGKDD International Conference on Knowledge
Informatics, volume 107, pages 30-39, September 2017. Discovery and Data Mining (ACM KDD), August 2012.
4. Chien-Chou Chen, Jen-Hsiang Chuang, Da-Wei Wang, Chien- 9. Meng-Tsung Tsai, Tsurng-Chen Chern, Jen-Hsiang Chuang,
Min Wang, Bo-Cheng Lin, Ta-Chien Chan, "Balancing geo- Chih- Wen Hsueh, Hsu-Sung Kuo, Churn-Jung Liau, Steven
privacy and spatial patterns in epidemiological studies," Riley, Bing-Jie Shen, Chih-Hao Shen, Da-Wei Wang, Tsan- Sheng
Geospatial Health, volume 12, number 2, pages 294-299, Hsu, "Efficient simulation of the spatial transmission dynamics
August 2017. Zong-De Jian, Tsan-Sheng Hsu and Da-Wei of infiuenza," PLoS ONE, volume 5, number 11, pages e13292,
Wang, "Searching Vaccination Strategy with Surrogate-assisted November2010.
Evolutionary Computing," SIMULTECH 2016, July 2016.
10. Kung Chen, Yuan-Chun Chang, Da-Wei Wang, "Aspect-oriented
5. Chia-Tung Kuo, Da-Wei Wang and Tsan-sheng Hsu, "Simple design and implementation of adaptable access control for
and efficient algorithms to get finer resolution in a stochastic Electronic Medical Records," International Journal of Medical
discrete time agent-based simulation," Simulation and Modeling Informatics, volume 79, number 3, pages 181-203, March 2010.
Methodologies, Technologies and Applications Advances in
Intelligent Systems and Computing, volume 256, pages 97-109,
2014.
150
人 Research Fellow
員 王大為 Da-Wei Wang
Faculty Ph.D., Computer Science, Yale Univeristy, United States
T +886-2-2788-3799 ext. 1729 E wdw@iis.sinica.edu.tw
F +886-2-2782-4814 W www.iis.sinica.edu.tw/pages/wdw
・ Deputy Director, Institute of Information Science, Academia Sinica, Taiwan (2007/7-
2009/9) (2018/9-present)
・ President, Taiwan Association of Medical Informatics Science, Taiwan (2011/11-2013/12)
・ Director, Academia Sinica, Information Technology Services, Taiwan (2010/8-2017/10)
・ Assistant Research Fellow(1992/12-2000/3), Associate Research Fellow (2000/3-2007/5),
Research Fellow (2007/5-present), Institute of Information Science, Academia Sinica,
Taiwan
Research Description
My research interests are in the theoretical foundation of computer science and in applying fundamental tools to various areas. I am most
interested in understanding the structure of objects to be manipulated computationally, classifying the resources needed for various
computational problems, and identifying more e cient algorithms. In the application eld, I am interested in information privacy, simulation
and medical informatics. I was previously involved in the design of information privacy protection mechanisms and the development of
privacy regulations in medical research. We developed a prototype system, CellSecu, to safeguard personal privacy. The system checks if
datasets that are intended to be released contain too much personal information. The system is based on an appropriate logic model, which
we discovered. We also proposed a method to quantify privacy leakage with information theory and economic models I have worked closely
with Centers for Disease Control in Taiwan to use computer simulations to facilitate decision making processes. We developed an e cient
agent-based stochastic simulator to study the spatial transmission patterns of in uenza. We also studied problems related to vaccination
strategy, such as searching for appropriate strategies with di erent objectives and di erent social structures in the population. We applied a
surrogate assisted genetic algorithm to make the search process more e cient, and we also apply machine learning methods to construct
better surrogate functions. Recently, I have been involved with data bank related operations to provide guidance on privacy protection and
information security.
Publications
1. Jian, Zong-De and Chang, Hung-Jui and Hsu, Tsan-sheng 6. Ting-Yu Liu, Yu Chen, Huai-Hsien Wang, Yen-Lin Huang, Yuan-
and Wang, Da-Wei, "Applying Deep Learning for Surrogate Chun Chao, Kun-Tong Tsai, Wei-Chih Cheng, Chih-Yuan Chuang,
Construction of Simulation Systems," Springer, volume 873, Yi-Ho Tsai, Chung-Yueh Huang, Da-Wei Wang, Chi-Hung Lin,
pages 335-350, September 2019. Juen- Kai Wang, and Yuh-Lin Wang, "Differentiation of Bacteria
Cell Wall Using Raman Scattering Enhanced by Nanoparticle
2. Jian, Zong-De and Hsu, Tsan-sheng and Wang, Da-Wei, "The Array," Journal of Nanoscience and Nanotechnology, volume 12,
Power of Surrogate-Assisted Evolutionary Computing in number 6, pages 5004-5008, June 2012.
Searching Vaccination Strategy," International Conference on
Simulation and Modeling Methodologies, Technologies and 7. Ya n g - c h i h F u , D a - We i Wa n g , J e n - H s i a n g C h u a n g ,
Applications, volume 676, pages 222-240, October 2018. "Representative Contact Diaries for Modeling the Spread of
Infectious Diseases in Taiwan," PLoS ONE, volume 7, number
3. Wu, Chien Hua and Chiu, Ruey Kei and Yeh, Hong Mo and 10, pages e45113, October 2012.
Wang, Da Wei, "Implementation of a cloud-based electronic
medical record exchange system in compliance with the 8. Te-Kang Jan, Da-Wei Wang, Chi-Hung Lin and Hsuan-Tien Lin,
integrating healthcare enterprise's cross-enterprise document "A Simple Methodology of Soft Cost-sensitive Classification,"
sharing integration profile," International Journal of Medical ACM SIGKDD International Conference on Knowledge
Informatics, volume 107, pages 30-39, September 2017. Discovery and Data Mining (ACM KDD), August 2012.
4. Chien-Chou Chen, Jen-Hsiang Chuang, Da-Wei Wang, Chien- 9. Meng-Tsung Tsai, Tsurng-Chen Chern, Jen-Hsiang Chuang,
Min Wang, Bo-Cheng Lin, Ta-Chien Chan, "Balancing geo- Chih- Wen Hsueh, Hsu-Sung Kuo, Churn-Jung Liau, Steven
privacy and spatial patterns in epidemiological studies," Riley, Bing-Jie Shen, Chih-Hao Shen, Da-Wei Wang, Tsan- Sheng
Geospatial Health, volume 12, number 2, pages 294-299, Hsu, "Efficient simulation of the spatial transmission dynamics
August 2017. Zong-De Jian, Tsan-Sheng Hsu and Da-Wei of infiuenza," PLoS ONE, volume 5, number 11, pages e13292,
Wang, "Searching Vaccination Strategy with Surrogate-assisted November2010.
Evolutionary Computing," SIMULTECH 2016, July 2016.
10. Kung Chen, Yuan-Chun Chang, Da-Wei Wang, "Aspect-oriented
5. Chia-Tung Kuo, Da-Wei Wang and Tsan-sheng Hsu, "Simple design and implementation of adaptable access control for
and efficient algorithms to get finer resolution in a stochastic Electronic Medical Records," International Journal of Medical
discrete time agent-based simulation," Simulation and Modeling Informatics, volume 79, number 3, pages 181-203, March 2010.
Methodologies, Technologies and Applications Advances in
Intelligent Systems and Computing, volume 256, pages 97-109,
2014.
150
