Yi-Ling Chen

(陳怡伶)


T4-503, No. 43, Sec. 4, Keelung Rd., Taipei, Taiwan

E-mail: yiling@mail.ntust.edu.tw

Phone: +886-2-27376684


Research Interests:

  • Big Data and Social Network Analytics
  • Data Mining
  • Machine Learning
  • Pervasive Computing

Education:

  • Ph.D in Electrical Engineering, National Taiwan University
  • B.S. in Computer Science, National Chiao Tung University

Professional Activities:

  • Reviewer, Journal of Signal Processing Systems
  • Reviewer, International Journal of Innovative Research in Computer and Communication Engineering
  • Reviewer, Data and Knowledge Engineering
  • Invited Speaker, “Ensemble of Diverse Sparsifications,” Appier AI Forum, Taipei, Taiwan, 2015
  • Visiting Scholar, Department of Computer Science, University of Illinois at Chicago (UIC), USA, 2013

Publications:


Conferences

  • Y. Huang, Y.-C. Chen, C.-W. You, D.-X. Wu, Y.-L. Chen, K.-L. Hua, and Y.-J. Hsu, “Toward an Easy Deployable Outdoor Parking System – Lessons from Long-term Deployment,” Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications (PerCom 2017), March 13-17, 2017. [EI, acceptance rate=16.5%]
  • H. Lee, Y.-L. Chen, C. Lee, K. L. Chen, “A Study of Customer Relationship Management (CRM) and Social Networks,” Proceedings of the 27th Annual Conference of International Information Management Association (IIMA 2016), September 19-21, 2016.
  • Y.-L. Chen, M.-S. Chen, and P. S. Yu, "Ensemble of Diverse Sparsifications for Link Prediction in Large-Scale Networks," Proceedings of the 2015 IEEE International Conference on Data Mining (ICDM 2015), November 14-17, 2015. [EI, acceptance rate=8.4%]
  • Y. Huang, D.-X. Wu, C.-W. You, C.-L. Yang, S.-Y. Lau, K.-L. Hua, W.-H. Cheng, Y.-L. Chen, and Y.-J. Hsu, "Exploring the Need for Sensor Learning and Collaboration in IoT-based Parking Systems," Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems (SenSys 2015) (poster session), November 1-4, 2015. [EI, acceptance rate=20%]
  • D.-N. Yang, Y.-L. Chen, W.-C. Lee, and M.-S. Chen, "On Social-Temporal Group Query with Acquaintance Constraint," Proceedings of the 37th International Conference on Very Large Data Bases (VLDB 2011), August 29-September 3, 2011. [EI, acceptance rate=18.1%]
  • C.-W. You, Y.-L. Chen, W.-H. Cheng, M.-S. Chen, and S.-A. Tsai, "SocialCRC: A Social- and Context-Aware Rendezvous Coordination System," Proceedings of the 28th ACM Conference on Human Factors in Computing Systems (CHI 2010) (extended abstract), April 10-15, 2010. [EI, acceptance rate=24%]
  • W.-C. Peng, W.-T. Huang, Y.-L. Chen, and P.-C. Liao, "TagFree: Identifying Users without Tags in Smart Home Environments," Proceedings of the 2007 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2007), October 7-10, 2007. [EI]


Journals

  • C.-W. You, Y.-L. Chen, and W.-H. Cheng, "SocialCRC: Enabling Socially-Consensual Rendezvous Coordination by Mobile Phones," Pervasive and Mobile Computing, vol. 25, pp. 67-87, January 2016. [SCIE, EI, IF=1.719]
  • C.-W. You, C.-C. Wei, Y.-L. Chen, H.-H. Chu, and M.-S. Chen, "Shopping Time Monitoring in Physical Stores Using Mobile Phones," IEEE Pervasive Computing, vol. 10, no. 2, pp. 37-43, April 2011. [SCIE, EI, IF=1.836]