• For undergraduate or graduate students：If you are interested in joining us, please email me. Feel free to read through the relevant research introduction. Also you are welcome to visit R304 in CSIE building to talk to our students.
• News:
  • 台大校刊
  • INTEL NEWS
  • 本實驗室目前研究計畫：
    • 社群網路探勘
    • 自然語言處理
    • 機器學習與資料探勘
    • 感測網路資料分析
• 本實驗室2012年新的研究計畫：
  • data mining and machine learning for security (利用資料探勘與機器學習方法進行資訊安全研究）
  • Location-based intelligent service (以地理位置為基礎的智慧型服務）
• Champions for Both Tracks in KDDCUP 2011

         

• One paper received the Best Full Paper Award in ASONAM 2011
  • Chien-Tung Ho, Cheng-Te Li and Shou-De Lin. Modeling and Visualizing
    Information Propagation in a Micro-blogging Platform

  

• One paper accepted by KDD 2011
  • Cheng-Te Li; Shou-De Lin "Social Flocks: A Crowd Simulation Framework for Social Network Generation, Community Detection, and Collective Behavior Modeling"
• Two papers accepted by ACL 2011
  • Cheng-Te Li, Chien-Yuan Wang, Chien-Lin Tseng, and Shou-De Lin. “MemeTube: A Sentiment-based Audiovisual System for Analyzing and Displaying Microblog Messages.”
  • Jui-Yu Weng, Cheng-Lun Yang, Bo-Nian Chen, Yen-Kai Wang, Shou-De Lin "IMASS: An Intelligent Microblog Analysis and Summarization System"
• [01/2011] We were granted for Heterogeneous Sensor Network Analysis project by INTEL-NTU research Lab. http://www.intellab.ntu.edu.tw/index.php/research/project/modeling_and_analysis_of_large-scale_heterogeneous_data
• [07/2010] Our team is the dual-champion of ACM KDDCUP 2010!! 
  • https://pslcdatashop.web.cmu.edu/KDDCup/results.jsp
  • 
• [ Student Recruiting ] Prospective students please see FAQ
• 
• [ 07/01/2009 ] We have received the 3rd place in the extended track of KDDCUP09 !!
• [ 04/2009 ] Tutorial Presented in PAKDD2009 !!
• [ 09/01/2008 ] Our Lab wins ACM KDDCUP 2008 !!
  

  

• 
• [ 01/16/2008 ] "Research as a graduate student: beyond a survival guide" has been put online.

• [1/2008] 擔任Secretary General for TAAI

• [ 12/01/2007 ] Winner of Google Research Award 2007

• Please email me if you have interests to work on a project in our Lab. I will also be supervising new undergraduate and graduate students. You are more than welcome to contact me if you feel there is a potential match between our research interests.

 

社群網路探勘 (SNA)：

• Electronic Holmes (電子福爾摩斯): Identifying suspicious instances from complex networks
• Social Network Analysis (社群網路分析)
• Plurk, Facebook, data analysis (PTT/FB 資料分析)
• Social Voting Theory and Analysis (社群投票行為模型）

知識發現與機器學習(ML/KDD)

• Knowledge Discovery and Data Mining (資料探勘相關) Time sequence and event detection, Imbalance Data Mining, KDDCUP, etc.
• Machine Learning (機器學習): CRF, EM, Multi-label Learning, other applications
• Machine Discovery (機器發明): Discover interesting things automatically
• Network Forensics, Security with Machine learning

自然語言處理，搜尋引擎，AI (NLP/IR)

• AutoEdit (自動校定系統): Edit a flawed English sentence into a more accurate one
• Connection Search Engine (連結搜索引擎): Finds social relationships from texts
• Poetry Writing (古典詩詞創作)
• Plagiarism Detection (抄襲偵測)
• CS methods for popular science writing (資訊方法在寫作上的運用)