Office
管(CM) 4104

Phone
07-5252000 #4734

E-Mail
kplin@mis.nsysu.edu.tw

Homepage
http://kplin.mis.nsysu.edu.tw

Research Interests
1.Data mining
2.Data privacy
3.Data management
4.Machine learning

Education

  • B.S., Computer Science and Information Engineering, National Chiao Tung University, Hsinchu, Taiwan
  • Ph.D., Electrical Engineering, National Taiwan University, Taipei, Taiwan

Experiences

  • 2012/8~present, Assistant Professor, Department of Information Management, National Sun Yat-sen University
  • 2011/8~2012/7, Military service

Award & Honors

  • Exploration Research Award, Pan Wen Yuan Foundation, 2014

Journal Articles

  1. K.-P. Lin*, T.-L. Chang, Y.-W. Chang and J.-W. Cai, Use of News and Patent Mining to Identify Companies with Growth Potential, Information Research, 2020 (accepted)
  2. Y.-W. Chang, Y.-R. Chen, C.-C. Ko, W.-Y. Lin and K.-P. Lin, A Novel Computer-Aided-Diagnosis System for Breast Ultrasound Images Based on BI-RADS Categories, Applied Sciences, Vol.10, No.5, 2020
  3. K.-P. Lin* and W. S. Chao, The Structure-Behavior Coalescence Approach for Systems Modeling, IEEE Access, Vol.7, 2019, pp.8609-8620
  4. K.-P. Lin*, Y.-W. Chang, C.-Y. Shen and M.-C. Lin, Leveraging Online Word-of-Mouth for Personalized App Recommendation, IEEE Transactions on Computational Social Systems, Vol.5, No.4, 2018, pp.1061-1070
  5. K.-P. Lin*, Privacy-Preserving Kernel k-Means Clustering Outsourcing with Random Transformation, Knowledge and Information Systems, Vol.49, No.3, 2016, pp.885-908
  6. K.-P. Lin*, Y.-W. Chang, and M.-S. Chen, Secure Support Vector Machines Outsourcing with Random Linear Transformation, Knowledge and Information Systems, Vol.44, No.1, 2015, pp.147-176
  7. S.-H. Wu, K.-P. Lin, H.-H. Chien, C.-M. Chen, and M.-S. Chen, On Generalizable Low False-Positive Learning Using Asymmetric Support Vector Machines, IEEE Transactions on Knowledge and Data Engineering, Vol.25, No.5, 2013, pp.1083-1096
  8. K.-P. Lin and M.-S. Chen, On the Design and Analysis of the Privacy-Preserving SVM Classifier, IEEE Transactions on Knowledge and Data Engineering, Vol.23, No.11, 2011, pp.1704-1717
  9. K.-T. Chuang, K.-P. Lin, and M.-S. Chen, Quality-Aware Sampling and its Applications in Incremental Data Mining, IEEE Transactions on Knowledge and Data Engineering, Vol.19, No.4, 2007, pp.468-484

Conference Proceedings

  1. K.-P. Lin, C.-Y. Shen and W. S. Chao, Enriching UML from Model Multiplicity to Model Singularity with Structure-Behavior Coalescence, Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC-2018), 2018, pp.1966-1971
  2. Y. Kang, K.-P. Lin and I.-L. Cheng, Topic Diffusion Discovery Based on Sparseness-Constrained Non-Negative Matrix Factorization, Proceedings of the 19th IEEE International Conference on Information Reuse and Integration for Data Science (IRI-2018), 2018, pp.94-101
  3. K.-P. Lin, C.-Y. Shen, T.-L. Chang and T.-M. Chang, A Consumer Review-Driven Recommender Service for Web E-Commerce, Proceedings of the 10th IEEE International Conference on Service Oriented Computing and Applications (SOCA-2017), 2017, pp.206-210
  4. T.-M. Chang, G.-H. Hu, M.-F. Hsu and K.-P. Lin, Integration of Social Media News Mining and Text Mining Techniques to Determine a Corporate’s Competitive Edge, Proceedings of the 21st Pacific Asia Conference on Information Systems (PACIS-2017), 2017
  5. T.-M. Chang, M.-F. Hsu, G.-H. Hu, K.-P. Lin, Salient Corporate Performance Forecasting based on Financial and Textual Information, Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC-2016), 2016, pp.959-964
  6. T.-M. Chang, C.-H. Sung, G.-H. Hu, M.-F. Hsu, and K.-P. Lin, Identifying Highly Potential Enterprises with Social Computing on Supply Chain Networks, Proceedings of the 8th IEEE International Conference on Social Computing and Networking (SocialCom-2015), 2015, pp.261-266
  7. K.-P. Lin, C.-Y. Lai, P.-C. Chen, and S.-Y. Hwang, Personalized Hotel Recommendation Using Text Mining and Mobile Browsing Tracking, Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC-2015), 2015, pp.191-196
  8. K.-P. Lin and Y.-C. Yang, Efficient Approximation for Large-Scale Kernel Clustering Analysis, Proceedings of the 18th Pacific Asia Conference on Information Systems (PACIS-2014), 2014
  9. K.-P. Lin, Privacy-Preserving Kernel k-Means Outsourcing with Randomized Kernels, Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013, pp.860-866
  10. K.-P. Lin and M.-S. Chen, Efficient Kernel Approximation for Large-Scale Support Vector Machine Classification, Proceedings of the 11th SIAM International Conference on Data Mining (SDM-2011), 2011, pp.211-222
  11. K.-P. Lin and M.-S. Chen, Towards Communication-Efficient Private Location Dependent Queries, Proceedings of the 26th ACM Symposium on Applied Computing (SAC-2011), 2011, pp.433-438
  12. K.-P. Lin and M.-S. Chen, Privacy-Preserving Outsourcing Support Vector Machines with Random Transformation, Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010), 2010, pp.363-372
  13. K.-P. Lin and M.-S. Chen, Releasing the SVM Classifier with Privacy-Preservation, Proceedings of the 8th IEEE International Conference on Data Mining (ICDM-2008), 2008, pp.899-904
  14. S.-H. Wu, K.-P. Lin, C.-M. Chen, and M.-S. Chen, Asymmetric Support Vector Machines: Low False-Positive Learning Under the User Tolerance, Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2008), 2008, pp.749-757

National Science Council Projects

  1. The Development of a Process Algebra-Based Systems Modeling Approach
    -108-2410-H-110-060-MY2, 主持人, 2019-8-1-2021-7-31
  2. The development and implementation of personalized app recommendation systems based on text mining
    -106-2410-H-110-019-MY2, 主持人, 2017-8-1-2019-7-31
  3. The development and implementation of personal ranking systems based on mobile browsing behavior and mining user-generated content
    -105-2410-H-110-020-, 主持人, 2016-8-1-2017-7-31
  4. The development and implementation of randomized kernel-based privacy-preserving clustering algorithms in mobile cloud
    -103-2410-H-110-025-MY2, 主持人, 2014-8-1-2016-7-31
  5. Design and Implementation of Cloud-based Privacy-Preserving Data Mining Algorithms for Mobile Networks
    -101-2410-H-110-081-MY2, 主持人, 2012-11-1-2014-10-31

Others

  1. Developing a Privacy-Preserving Prediction System for Drug-Induced Liver Injury
    -103-P 002
    -NSYSU-KMU Joint Research Project, 主持人, 2014-1-1-2014-12-31

Undergraduate Program

YearCourse NameHour
106BUSINESS DATA COMMUNICATION3
INTELLIGENT SYSTEM PROJECT (I)3
INTELLGENT SYSTEM PROJECT(II)3
105BUSINESS DATA COMMUNICATION3
BUSINESS INTELLIGENCE3
INTELLIGENT SYSTEM PROJECT (I)3
INTELLGENT SYSTEM PROJECT(II)3
104INTELLGENT SYSTEM PROJECT(II)3
BUSINESS DATA COMMUNICATION3
INTELLIGENT SYSTEM PROJECT (I)3
103INTELLGENT SYSTEM PROJECT(II)3
BUSINESS DATA COMMUNICATION3
INTELLIGENT SYSTEM PROJECT (I)3
102INTELLIGENT SYSTEM PROJECT (I)3
INTELLGENT SYSTEM PROJECT(II)3
COMPUTER PROGRAMMING3
COMPUTER PROGRAMMING PRATICE3
BUSINESS DATA COMMUNICATION3
101Mobile Application Programming3
Business Data Communication3
INTELLIGENT SYSTEM PROJECT (I)3

Graduate Program

YearCourse NameHour
106COMPUTER NETWORKS3
BUSINESS INTELLIGENCE3
BUSINESS INTELLIGENCE3
SEMINAR3
105COMPUTER NETWORKS3
BUSINESS INTELLIGENCE3
SEMINAR3
104BUSINESS INTELLIGENCE3
SEMINAR IN INFORMATION MANAGEMENT (II)3
COMPUTER NETWORKS3
103MOBILE APPLICATION PROGRAMMING3
SEMINAR3
COMPUTER NETWORKS3
102MOBILE APPLICATION PROGRAMMING3
BUSINESS INTELLIGENCE3
SEMINAR3
101MOBILE APPLICATION PROGRAMMING3

Ph.D. Program

YearCourse NameHour
106COMPUTER NETWORKS3
SEMINAR IN ADVANCED INFORMATION SYSTEMS (II)1
SEMINAR IN ADVANCED INFORMATION SYSTEMS (IV)1
105COMPUTER NETWORKS3
BUSINESS INTELLIGENCE3
104SEMINAR IN ADVANCED INFORMATION SYSTEMS (II)3
SEMINAR IN ADVANCED INFORMATION SYSTEMS (IV)3

Part time MBA

YearCourse NameHour
106COMPUTER NETWORKS3
SEMINAR IN MIS (I)3
SEMINAR(II)3
BUSINESS INTELLIGENCE3
SEMINAR3
105COMPUTER NETWORKS3
SEMINAR IN MIS (I)3
BUSINESS INTELLIGENCE3
SEMINAR3
104SEMINAR IN MIS (I)3
BUSINESS INTELLIGENCE3
COMPUTER NETWORKS3
103COMPUTER NETWORKS3
MOBILE APPLICATION PROGRAMMING3
SEMINAR3
101Mobile Application Programming3
SEMINAR IN MIS (I)3