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課程名稱 |
資訊檢索
Information Retrieval |
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開課學期 |
100-1 |
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授課對象 |
文學院 圖書資訊學系 |
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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 |
必帶 |
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上課時間 |
星期二5,6,7(12:20~15:10) |
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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/1001IR |
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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 |
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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 |
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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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No. |
項目 |
百分比 |
說明 |
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1. |
Search feature/command demo |
10% |
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2. |
Simulated literature search |
25% |
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3. |
Digital library construction |
25% |
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4. |
Final exam |
30% |
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5. |
Class participation |
10% |
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週次 |
日期 |
單元主題 |
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第1週 |
9/13 |
Introduction to syllabus
History of IR; data vs. information retrieval |
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第2週 |
9/20 |
MeSH; introduction to search features with PubMed/Ovid/Embsco; Camtasia demo |
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第3週 |
9/27 |
Search tactics and strategies; PICO; factiva |
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第4週 |
10/04 |
Exhaustivitiy vs. specificity; precision vs. recall);
Idexing: Indexing policy (human vs. machine; faceted indexing |
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第5週 |
10/11 |
PubMed demo presentation |
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第6週 |
10/18 |
Citation indexing (Scopus, Web of Science, and Google scholar); Domain analysis demo
relevance/IR evaluation/Class exercise on Precision and recall |
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第7週 |
10/25 |
IR models I: Boolean; term weighting and vector space model |
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第8週 |
11/01 |
IR model II: Probability model; similarity measures |
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第9週 |
11/08 |
Relevance feedback and query expansion |
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第10週 |
11/15 |
Simulated literature search presentation |
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第11週 |
11/22 |
Joomla demo at computer lab |
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第12週 |
11/29 |
Automatic indexing process; thesaurus construdction (manual & automatic) |
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第13週 |
12/06 |
Web search and link structure |
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第14週 |
12/13 |
Lab session with your final project |
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第15週 |
12/20 |
Joomal assignment presentation |
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第16週 |
12/27 |
Collaborative filtering and the presentation of user preference; boutiques.com |
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第17週 |
1/03 |
Interactive IR; exploratory search; Arrowsmith and other Medline interfaces |
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第18週 |
01/10 |
Final exam |
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