2014 資訊檢索研討會

會議主題：

頂尖論文(excellent papers)

時間：

民國103年12月19日(星期五)

地點：

中央研究院資訊科學研究所新館106 演講廳

主辦單位：

中央研究院資訊科學研究所

中華民國計算語言學學會

臺灣大學資訊工程系

主辦人：

鄭卜壬 教授 (臺灣大學資訊工程系),
古倫維 博士(中央研究院資訊科學研究所)

時間

主講人

講題

9:00-9:20

Registration

9:20-9:30

Opening

9:30-10:30

Keynote Speaker: 張智星 教授
（臺灣大學資訊工程系）

Music Information Retrieval - Overview and Challenges

Bio: 

J.-S. Roger Jang received his PhD from EECS Dept at UC Berkeley, where he worked with Prof. Lotfi Zadeh, the inventor of fuzzy logic. After obtaining his Ph.D., he joined MathWorks to coauthor the Fuzzy Logic Toolbox (for MATLAB). He has since cultivated a keen interest in implementing industrial software for pattern recognition and computational intelligence. He has published a book entitled Neuro-Fuzzy and Soft Computing. He also maintain toolboxes for machine learning and speech/audio signal processing, and online tutorials on Data Clustering & Pattern Recognition, and Audio Signal Processing & Recognition. He is the general co-chair of 2014 ISMIR (International Society for Music Information Retrieval) at Taipei. His research interests include machine learning and pattern recognition, with applications to music analysis/retrieval, speech recognition/assessment/synthesis, and semiconductor manufacturing intelligence.

10:30-10:50

Coffee Break

10:50-11:40

蔡銘峰 教授

(政治大學資訊科學系)

Music Recommendation Based on Multiple Contextual Similarity Information

相關論文1 ; 相關論文 2

11:40-12:30

楊得年 博士

(中央研究院資訊所)

Influence Diffusion in Online Social Networks

12:30-14:00

Lunch

14:00-15:00

Keynote Speaker: Dr. Richard Socher

(美國史丹佛大學資訊工程所/MetaMind CTO)

Deep Learning for Language and Image Understanding

Bio:

Richard Socher obtained his PhD from Stanford where he worked with Chris Manning and Andrew Ng. His research interests are machine learning for NLP and vision. He is interested in developing new deep learning models that learn useful features, capture compositional structure in multiple modalities and perform well across different tasks. He was awarded the 2011 Yahoo! Key Scientific Challenges Award, the Distinguished Application Paper Award at ICML 2011, a Microsoft Research PhD Fellowship in 2012 and a 2013 "Magic Grant" from the Brown Institute for Media Innovation. He has recently accepted and postponed a faculty job at Princeton University and is the co-founder and CTO of MetaMind.

15:00-15:20

Coffee Break

15:20-16:10

莊坤達 教授

(成功大學資訊工程系)

Spatial-Temporal Query Homogeneity for KNN Object Search on Road Networks

16:10-17:00

黃乾綱 教授

(臺灣大學工程科學及海洋工程學系)

Context-Based Chinese Word Segmentation using SVM Machine-Learning Algorithm without Dictionary Support

17:00-17:15

Closing