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課程名稱 |
資訊檢索
Information Retrieval |
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開課學期 |
105-1 |
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授課對象 |
學程 生物產業自動化學程 |
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授課教師 |
唐牧群 |
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課號 |
LIS4012 |
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課程識別碼 |
106 47000 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期三6,7,8(13:20~16:20) |
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上課地點 |
圖資視聽室 |
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備註 |
總人數上限：70人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1051LIS4012_ |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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課程概述 |
The course is designed to provide an introduction to the use, design and evaluation of information (IR) systems. It covers major components in the IR process such as information needs, search strategies, IR models and IR interaction. Students will acquire hand-on experiences with the design and evaluation of a digital library system. Special attention will be given to users’ information environment within which IR is situated. |
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課程目標 |
To provide an introduction to the use, design and evaluation of information (IR) systems |
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課程要求 |
待補 |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
待補 |
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參考書目 |
Bell, S. S.(2006). Librarian's guide to online searching.
Bhavani, S. K. K. Drabenstott, D. Radev (2000). Towards a unified framework of IR tasks and strategies.
Manning, Raghavan, Schutze (2008). Introduction to Informaiton Retrieval. Cambridge.
Chowdhury, G.G. (2004), Introduction to modern information retrieval. London: Facet publishing.
William, H. R. (1996). Information retrieval : a health and biomedical perspective. New York: Springer-Verlag New York, Inc.
Salton & McGill (1983). Introduction to modern information retrieval. McGraw-Hill..
Growssman, and Frieder (2004). Information retrieval: algorithms and Heuristics
Belew, Richard K. (2000). Finding out about: a cognitive perspective on search engine technology and the WWW. Cambridge: Cambridge University Press.
O'Connor, B. (1996). Explorations in indexing and abstracting.
Evaluation of Web-Based Search Engines Using User-Effort Measures. Availableonline: http://libres.curtin.edu.au/libres13n2/tang.htm
Ian H. Witten, David Bainbridge (2003). How to Build a Digital Library, Amsterdam: Morgan Kaufmann Publishers. |
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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第1週 |
9/14 |
Introduction |
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第2週 |
9/21 |
Advanced search |
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第3週 |
9/28 |
Search tactics |
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第4週 |
10/05 |
information needs |
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第5週 |
10/12 |
Indexing policy |
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第6週 |
10/19 |
IR evaluation |
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第7週 |
10/26 |
IR models |
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第8週 |
11/02 |
document similarity exercise |
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第9週 |
11/09 |
Relevant feedback |
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第10週 |
11/16 |
bays law and conditional probability |
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第11週 |
11/23 |
probabilistic model |
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第13週 |
12/07 |
Wordpress Demo |
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第16週 |
12/28 |
Web retrieval; language modeling |
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第17週 |
1/04 |
review |
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