Yih-Kuen Tsay's Wiki @ IM.NTU

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======IM Seminar, Spring 2018======
This course consists of a series of speeches (mostly in Mandarin Chinese) by researchers, experts, and managers from the public and private sectors that are related to the field of Information Technology and Management. Its purpose is to expose the students to current topics and issues in the subject field. Each talk will be about 70 to 80 minutes long, followed by a 10 to 20 minutes discussion session.

=====Announcements=====
  * 06/04: slides for the talk of 06/01 available.
  * 05/31: slides for the talk of 05/25 available.
  * 05/19: slides for the talk of 05/18 available.
  * 05/14: slides/videos are available for the following talks: 05/11, 05/04, 04,27, 04/13, 03/30, 03/09.
  * 03/28: find time to view this series of online lectures on **deep learning**: [[https://www.youtube.com/watch?v=aircAruvnKk|Chapter 1]], [[https://www.youtube.com/watch?v=IHZwWFHWa-w|Chapter 2]], [[https://www.youtube.com/watch?v=Ilg3gGewQ5U|Chapter 3]], [[https://www.youtube.com/watch?v=tIeHLnjs5U8|Appendix]]; a basic understanding of deep learning will help you better appreciate several of the future talks.
  * 03/24: In terms of word count, a review should be around 1000 to 1200 words long; slight deviations are acceptable.
=====Instructor (Organizer)=====
Yih-Kuen Tsay (蔡益坤), NTU IM Dept., 3366-1189, ''Xtsay@ntu.edu.twX'' (between the enclosing pair of X's).

=====Lectures=====
Friday 2:20~4:20PM, Room 102, Management Building 1.

=====Office Hours=====
Tuesday 1:30~2:00PM, Wednesday 1:30~2:00PM, or by appointment, Room 1108,
Management Building 2.

=====TA=====
Sharon Wu (吳亞璇), ''Xr06725016@ntu.edu.twX'' (between the enclosing pair of X's).

=====Requirements=====
The students are required to a) attend all talks, b) actively participate in discussions, and c) write reviews (one to two pages per review/talk) for any 8 talks between 3/9 and 6/22 (inclusive).
Each review is due by 2:20PM of the Friday following the reviewed talk. Please use A4 (or similar size) paper. Drop your review by its due time in Yih-Kuen Tsay’s mail box on the first floor of Building 2, College of Management, or put it in the tray on the sign-in desk before the talk of the week starts. Late submissions will be penalized by 20% for each working day over due.


=====Syllabus/Schedule (with links to slides/notes)=====
^ Date ^ Title ^ Speaker ^
| 03/02 | **課程簡介** | N/A |
| 03/09 | **新興科技浪潮下的數位風險管理** ({{courses:imseminar2018s:20180309新興科技浪潮下的數位風險管理.pdf|slides}}) | **陳鴻棋** 副總經理, 勤業眾信風險管理諮詢股份有限公司 |
| 03/16 | **Machine Learning at TSMC** | **張煥永** 部經理 / **張知天** 副理, 台積電 | 
| 03/23 | **台灣電子支付發展的現況與展望** | **林國良** 總經理, 財金資訊公司 |
| 03/30 | **Through Machine Reading to Big Mechanism** ({{courses:imseminar2018s:20180330abstract.pdf|abstract}}, {{courses:imseminar2018s:20180330ThroughMachineReadingtoBigMechanism.pptx|slides}})| **蘇克毅** 研究員, 中研院資訊科學所 | 
| 04/06 | 調整放假, 補上課日03/31無演講安排 | N/A |
| 04/13 | **Identification for FinTech** (金融科技所需要的身分識別機制) (video: [[https://www.youtube.com/watch?v=ULlsYt_DGw0|part 1]]) | **杜宏毅** 策略長, 臺灣網路認證公司 |
| 04/20 | 無演講安排 | N/A | 
| 04/27 | **Social Media Crawler and the Generation of POI and ROI** (社群網路資料攀爬與興趣點/範圍之生成) ({{courses:imseminar2018s:20180427SocialMediaCrawler.pdf|slides}}) | **郭巧玲** 助研究員, 中研院人文社會研究中心/地理資訊科學研究專題中心 | 
| 05/04 | **Language Empowering Intelligent Assistants** ({{courses:imseminar2018s:20180504LanguageEmpowering.pdf|slides}}) | **陳縕儂** 助理教授, 台大資工系 | 
| 05/11 | **推薦系統研究** ({{courses:imseminar2018s:20180511RecommendationSystems.pptx|slides}}) | **陳建錦** 副教授, 台大資管系 | 
| 05/18 | **從AlphaGo看人工智慧之關鍵技術：深度學習+強化式學習** ({{courses:imseminar2018s:20180518從AlphaGo看人工智慧之關鍵技術.pdf|slides}}) | **吳毅成** 教授, 交通大學資訊工程系 |
| 05/25 | **中文自然語言處理與知識圖譜** (Chinese Natural Language Processing and Knowledge Graph) ({{courses:imseminar2018s:20180525中文自然語言處理與知識圖譜.pdf|slides}}) | **馬偉雲** 助研究員, 中研院資訊科學所 | 
| 06/01 | **從比特幣、區塊鏈，到首次代幤發行** (From Bitcoin, Blockchain to ICO) ({{courses:imseminar2018s:20180601從比特幣區塊鏈到首次代幤發行.pdf|slides}}) | **陳恭** 教授, 政治大學資訊科學系 | 
| 06/08 | **區塊鏈與智能合約應用** | **蕭舜文** 助理教授, 政治大學資訊管理學系 | 
| 06/15 | **Words Matter: The Role of Texts in Online Credit Markets** | **Mingfeng Lin**, Associate Professor, Scheller College of Business, Georgia Tech. | 
| 06/22 | **Methods to Facilitate the Capture and Use of Structured and Unstructured Clinical Data** | **Danny T.Y. Wu**, Assistant Professor, Department of Biomedical Informatics & Pediatrics, University of Cincinnati College of Medicine | 
| 06/29 | 期末考週, 無演講安排 | N/A |


=====Grading=====
Attendance 40%, Discussion Participation 20%, Reviews 40%.
Yih-Kuen Tsay's Wiki @ IM.NTU

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