李政德(Cheng-Te Li)教授基本資料

按下開啟原圖
姓名:
李政德(Cheng-Te Li)
職稱:
副教授
辦公室:
管理學院統計系館4樓62443室
聯絡電話:
+886-6-2757575~53628
電子郵件:
個人網頁:
Office Hours: 關於我的詳細研究介紹,請參見個人網頁:
http://myweb.ncku.edu.tw/~chengte/
    ☉主要學歷(Educational Background):
      ● 2013/01 博士 臺灣大學資訊網路與多媒體研究所 
      ● 2009/06 碩士 臺灣大學資訊網路與多媒體研究所 
      ● 2007/06 學士 政治大學資訊科學系 

    ☉相關經歷(Main Experiences):
      ● 2019/02─present 副教授 成功大學統計學系/數據科學所
      ● 2016/08─2019/01 助理教授 成功大學統計學系/數據科學所
      ● 2016/05─2016/07 訪問學者 盧森堡大學資訊科學系(Univ. of Luxembourg)
      ● 2014/06─2016/07 助研究員 中央研究院資訊科技創新研究中心
      ● 2014/03─2016/05 博士後研究 中央研究院資訊科學所

    ☉專長領域(Specialties):
      ● 知識發現與資料探勘 Knowledge Discovery and Data Mining
      ● 社群網路與社群媒體 Social Networks and Social Media
      ● 機器學習與深度學習 Machine Learning and Deep Learning
      ● 自然語言處理 National Language Processing
      ● 推薦系統 Recommender Systems

    ☉研究方向(Research Field):
      ● 網路特徵表示學習
      ● 社群資訊散播預測
      ● 深度學習推薦系統
      ● 深度學習之自然語言處理應用
      ● 機器學習之智慧城市與物聯網應用

學年度
學期
開課班級
必/選修
學分
科目名稱
授課老師
下載
105
學士一
必修
3
計算機概論
李政德
 


期刊論文
  1.  Cheng-Te Li and Shou-De Lin2017, Social Flocks: Simulating Crowds to Discover the Connection between Spatial-Temporal Movements of People and Social Structure. IEEE Transactions on Computational Social Systems (TCSS), 2017.
  2.  Cheng-Te Li, Yu-Jen Lin, and Mi-Yen Yeh2017, Forecasting Participants of Information Diffusion on Social Networks with Its Applications. Information Sciences, 2017. [SCI]
  3.  Cheng-Te Li, Mei-Yuan Huang, and Rui Yan2017, Team Formation with Influence Maximization for Influential Event Organization on Social Networks. World Wide Web Journal (WWWJ). [SCI]
  4.  Cheng-Te Li, Hsin-Yu Chen, Ren-Hao Chen, and Hsun-Ping Hsieh2017, On Route Planning by Inferring Visiting Time, Modeling User Preferences, and Mining Representative Trip Patterns. Knowledge and Information Systems (KAIS). [SCI]
  5.  Cheng-Te Li, Man-Kwan Shan, Shih-Hong Jheng, and Kuan-Ching Chou2016, Exploiting Concept Drift to Predict Popularity of Social Multimedia in Microblogs, Information Sciences. [SCI]
  6.  Cheng-Te Li, Chieh-Jen Huang, and Man-Kwan Shan2015, Automatic Generation of Visual Story for Fairy Tale with Digital Narrative. Web Intelligence.
  7.  Cheng-Te Li, Man-Kwan Shan, and Shou-De Lin2015, On Team Formation with Expertise Query in Collaborative Social Networks, Knowledge and Information Systems (KAIS). [SCI]
  8.  Hsun-Ping Hsieh, Cheng-Te Li, and Shou-De Lin2014, Measuring and Recommending Time-Sensitive Routes from Location-based Data, ACM Transactions on Intelligent Systems and Technology (TIST). [SCI]
  9.  Cheng-Te Li, Tsung-Ting Kuo, Chien-Tong Ho, and Shou-De Lin2013, Modeling and Evaluating Information Propagation in Microblogs. Social Network Analysis and Mining Journal (SNAM)
  10.  Yi-Chen Lo, Hung-Che Lai, Cheng-Te Li, and Shou-De Lin2013, Mining and Generating Large-Scaled Social Networks via MapReduce, Social Network Analysis and Mining (SNAM).

會議論文
  1.  Cheng-Te Li2017, Influence Maximization-based Event Organization on Social Networks. The 3rd International Workshop on Dynamics in and of Networks (Dyno), in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD) 2017.
  2.  Rui Yan, Cheng-Te Li, Xiaohua Hu, and Ming Zhang2016, Chinese Couplet Generation with Neural Network Structures. The Annual Meeting of the Association for Computational Linguistics (ACL) 2016. (Accepting Rate = 19%)
  3.  Rui Yan, Cheng-Te Li, Hsun-Ping Hsieh, Po Hu, Xiaohua Hu, and Tingting He2016, ACM International Conference on World Wide Web (WWW) 2016. (Accepting Rate = 16%)
  4.  Hsun-Ping Hsieh and Cheng-Te Li2016, Will I Win Your Favor? Predicting the Success of Altruistic Requests, The 20th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2016. (Accepting Rate = 13%)
  5.  Jyun-Yu Jiang and Cheng-Te Li2016, Analyzing Social Event Participants for a Single Organizer. AAAI International Conference on Web and Social Media (ICWSM) 2016.
  6.  Jyun-Yu Jiang and Cheng-Te Li2016, Forecasting Geo-sensor Data with Participatory Sensing Based on Dropout Neural Network, ACM International Conference on Information and Knowledge Management (CIKM) 2016. (Accepting Rate = 28%)
  7.  Cheng-Te Li, Yu-Jen Lin, Rui Yan, and Mi-Yen Yeh2015, Trend-based Citation Count Prediction for Research Articles. The 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2015. (Accepting Rate = 22%)
  8.  Rui Yan, Yiping Song, Cheng-Te Li, Ming Zhang, and Xiaohua Hu2015, Opportunities or Risks to Reduce Labor Force in Crowdsourcing Translation? Characterizing Cost v.s. Quality in Balance. The 24th International Joint Conference on Artificial Intelligence (IJCAI) 2015. (Accepting Rate = 29%)
  9.  Hsun-Ping Hsieh, Cheng-Te Li, and Shou-De Lin2015, Estimating Customers Anywhere and Anytime on Location-based Social Networks. The 30th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) 2015. (Accepting Rate = 23%)
  10.  Hsun-Ping Hsieh, Rui Yan, and Cheng-Te Li2015, Where You Go Reveals Who You Know: Analyzing Social Ties from Millions of Footprints. ACM International Conference on Knowledge and Information Management (CIKM) 2015. (Accepting Rate = 15%)
  11.  Hsun-Ping Hsieh, Rui Yan, and Cheng-Te Li2015, Dissecting Urban Noises from Heterogeneous Geo-Social Media and Sensor Data. ACM International Conference on Multimedia (MM) 2015. (Accepting Rate = 30%)
  12.  Yen-Kai Wang, Wei-Ming Chen, Cheng-Te Li, and Shou-De Lin2015, Identifying Smallest Unique Subgraphs in a Heterogeneous Social Network. IEEE International Conference on Big Data (IEEE-BigData) 2015. (Accepting Rate = 17%)
  13.  Cheng-Te Li, Yu-Jen Lin, and Mi-Yen Yeh2015, The Roles of Network Communities on Social Information Diffusion. IEEE International Conference on Big Data (IEEE-BigData) 2015. (Accepting Rate = 17%)
  14.  Rui Yan, Ian E.-H. Yen, Cheng-Te Li, Shiqi Zhao, and Xiaohua Hu2015, Tackling the Achilles Heel of Social Networks: Influence Propagation based Language Model Smoothing. ACM International Conference on World Wide Web (WWW) 2015. (Accepting Rate = 14%)
  15.  Hsun-Ping Hsieh and Cheng-Te Li2014, Mining and Planning Pleasant Routes with Check-in Data. ACM International Conference on Knowledge and Information Management (CIKM) 2014. (Accepting Rate = 20%)
  16.  2. Cheng-Lun Yang, Peng-Hua Kung, Cheng-Te Li, Chun-An Chen, and Shou-De Lin2013, Sampling Heterogeneous Social Networks. IEEE International Conference on Data Mining (ICDM) 2013. (Accepting Rate = 19.7%)
  17.  Cheng-Te Li and Man-Kwan Shan2013, Composing Activity Groups in Social Networks. ACM International Conference on Knowledge and Information Management (CIKM) 2012. (Accpeting Rate = 27%)
  18.  Hung-Che Lai, Cheng-Te Li, Yi-Chen Lo, and Shou-De Lin2012, Exploiting and Evaluating MapReduce for Large-Scale Graph Mining. IEEE"ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) 2012. (Accepting Rate = 16%)
  19.  Cheng-Te Li and Shou-De Lin2012, Centrality Analysis, Role-based Clustering, and Egocentric Abstraction for Heterogeneous Social Networks. IEEE International Conference on Social Computing (SocialCom) 2012. (Accpeting Rate = 11%)
  20.  Yi-Chen Lo, Cheng-Te Li, and Shou-De Lin2012, Parallelizing Preferential Attachment Models for Generating Large-Scale Social Networks that Cannot Fit into Memory. IEEE International Conference on Social Computing (SocialCom) 2012. (Accepting Rate = 11%)
  21.  Cheng-Te Li and Shou-De Lin2012, EvaPlanner: An Evacuation Planner with Social-based Flocking Kinetics. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) 2012. (demo)
  22.  Hsun-Ping Hsieh, Cheng-Te Li, and Shou-De Lin2012, Temporal Social Behavior Search in Heterogeneous Information Networks. ACM International World Wide Web Conference (WWW) 2012. (Poster Paper, Accepting Rate = 28%)
  23.  Cheng-Te Li, Shou-De Lin, and Man-Kwan Shan2012, Influence Propagation and Maximization in Heterogeneous Social Networks. ACM International World Wide Web Conference (WWW) 2012. (Poster Paper, Accepting Rate = 28%)
  24.  Cheng-Te Li, Man-Kwan Shan, and Shou-De Lin2012, Dynamic Selection of Activation Targets to Boost the Influence Spread in Social Networks. ACM International World Wide Web Conference (WWW) 2012. (Poster Paper, Accepting Rate = 28%)
  25.  Cheng-Te Li, Hsun-Ping Hsieh, Shou-De Lin, and Man-Kwan Shan2012, Finding Influential Seed Successors in Social Networks. ACM International World Wide Web Conference (WWW) 2012. (Poster Paper, Accpeting Rate = 28%)
  26.  Cheng-Te Li, Man-Kwan Shan, and Shou-De Lin2012,  Regional Subgraph Discovery in Social Networks. ACM International World Wide Web Conference (WWW) 2012. (Poster Paper, Accepting Rate = 28%)
  27.  Cheng-Te Li, Man-Kwan Shan, and Shou-De Lin2011, Context-based People Search in Labeled Social Networks. ACM International Conference on Information and Knowledge Management (CIKM) 2011. (Accepting Rate = 25%)
  28.  Cheng-Te Li and Shou-De Lin2011, Social Flocks: A Crowd Simulation Framework for Social Network Generation, Community Detection, and Collective Behavior Modeling. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) 2011. (demo)
  29.  Cheng-Te Li, Shou-De Lin, and Man-Kwan Shan2011, Exploiting Endorsement Information and Social Influence for Item Recommendation. ACM International Conference on Research and Development in Information Retrieval (SIGIR) 2011. (Poster Paper, Accepting Rate = 24%)
  30.  Chien-Tong Ho, Cheng-Te Li, and Shou-De Lin2011, Modeling and Visualizing Information Propagation in a Micro-blogging Platform. IEEE"ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM) 2011. (Accepting Rate = 25%) (Best Paper Award)
  31.  Cheng-Te Li, Chien-Yuan Wang, Chien-Lin Tseng, and Shou-De Lin2011, MemeTube: A Sentiment-based Audiovisual System for Analyzing and Displaying Microblog Messages. The 49th Annual Meeting of the Association for Computational Linguistics (ACL) 2011. (demo)
  32.  Cheng-Te Li, Shou-De Lin, and Man-Kwan Shan2011, Finding Influential Mediators in Social Networks. ACM International World Wide Web Conference (WWW) 2011. (Accepting Rate = 26%)
  33.  Cheng-Te Li, Hsun-Ping Hsieh, and Shou-De Lin2011, PhotoFeel: Feeling Your Photo Collection with Graph-based Audiovisual Flocking. ACM International Conference on Multimedia (MM) 2011.
  34.  Cheng-Te Li and Man-Kwan Shan2010, Team Formation for Generalized Tasks in Expertise Social Networks. IEEE International Conference on Social Computing (SocialCom) 2010. (Accepting Rate = 13%)
  35.  Cheng-Te Li and Shou-De Lin2009, Egocentric Information Abstraction for Heterogeneous Social Networks. IEEE"ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM) 2009.
  36.  Cheng-Te Li and Man-Kwan Shan2008, Affective Space Exploration for Impressionism Paintings. IEEE Pacific-Rim Conference on Multimedia (PCM) 2008.
  37.  Cheng-Te Li and Man-Kwan Shan2007, Emotion-based Impressionism Slideshow with Automatic Music Accompaniment. ACM International Conference on Multimedia (MM) 2007.


其他著作
  1.  Cheng-Te Li, Hsun-Ping Hsieh, Tsung-Ting Kuo, and Shou-De Lin2017, Opinion Diffusion and Analysis on Social Networks. Encyclopedia on Social Network Analysis and Mining (ESNAM) 2017. (book chapter)
  2.  Cheng-Te Li and Hsun-Ping Hsieh2016, Geo-Social Media Analytics. The 20th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2016. (conferenece tutorial)
  3.  Cheng-Te Li and Hsun-Ping Hsieh2015, Geo-Social Media Analytics. ACM International World Wide Web Conference (WWW) 2015. (conference tutorial)
  4.  Hsun-Ping Hsieh, Thomas Sandholm, and Cheng-Te Li2014, Route Planning and Visualization Using Geo-Social Media Data. AAAI International Conference on Weblogs and Social Media (ICWSM) 2014. (conference tutorial)
  5.  Hsun-Ping Hsieh and Cheng-Te Li2014, Planning Routes and Locations in Geo-Social Media. IEEE"ACM International Conf. on Social Network Analysis and Mining (ASONAM) 2014. (conference tutorial)
  6.  Shou-De Lin, Mi-Yen Yeh, and Cheng-Te Li2013, Sampling and Summarization for Social Networks. The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2013. (conference tutorial)
  7.  Shou-De Lin, Mi-Yen Yeh, and Cheng-Te Li2013, Sampling and Summarization for Social Networks. SIAM International Conference on Data Mining (SDM) 2013. (conference tutorial)
  8.  Cheng-Te Li and Shou-De Lin2010, Mining Heterogeneous Social Networks for Egocentric Information Abstraction. Book chapter entitled: “From Sociology to Computing in Social Networks: Theory, Foundations and Applications,” Lecture Notes in Social Networks (LNSN) 2010. (book chapter)
  9.  Shou-De Lin, Hung-Yi Lo, and Cheng-Te Li2009, Issues of Mining Heterogeneous Social Networks. The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2009. (conference tutorial)




查無符合之資料!

    獎勵或榮譽(Honors):
      ● 2018 科技部年輕學者榮譽名銜(哥倫布計畫)
      ● 2018 臺灣綜合大學年輕學者創新研究成果選拔佳作獎
      ● 2017 科技部106年度優秀年輕學者研究計畫
      ● 2016 潘文淵文教基金會考察研究獎
      ● 2013 中華民國人工智慧學會博士論文佳作獎
      ● 2013 中華民國計算語言學學會博士論文獎
      ● 2012 臺灣大學傑出表現獎學金
      ● 2012 ACM KDD Cup First Prize 
      ● 2012 Facebook Fellowship Finalist Award. (30/300 worldwide, only 3 from Asia)
      ● 2011 IEEE/ACM ASONAM 2011 Best Paper Award
      ● 2010 Microsoft Research Asia Fellowship (微軟學者獎學金)