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課程名稱 |
多媒體安全
Multimedia Security |
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開課學期 |
100-1 |
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授課對象 |
電機資訊學院 資訊網路與多媒體研究所 |
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授課教師 |
吳家麟 |
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課號 |
CSIE5135 |
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課程識別碼 |
922 U3620 |
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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 |
資105 |
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備註 |
本課程中文授課,使用英文教科書。
總人數上限：50人 |
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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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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
The Web has become the largest data repository in the world. This course aims at introducing the basic and advanced techniques of (1) Web information retrieval (IR)? How to search the large-scale Web data and (2) Web mining? How to discover knowledge from the diverse data resources on the Web. |
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課程目標 |
The lecture will cover the topics of (1) Web IR, including the fundamentals of modern IR systems, crawling, ranking algorithms, Web page classification and clustering, Chinese IR, multimedia IR, and case studies of search engines, and (2) Web mining, including Web content/text mining, Web structure mining, Web query log mining, information extraction, and taxonomy generation.
Students in this course are expected to read research papers on a relevant topic to Web IR or Web mining, do a project, and then present their work in class. |
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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 |
1. Mining the Web: Discovering Knowledge from Hypertext Data, by Soumen Chakrabarti, Morgan Kaufmann, 2002. (Selected Chapters)
2. Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data, by Bing Liu, Springer, 2006. (Selected Chapters)
3. Modern Information Retrieval, by Ricardo Baeza-Yates and Berthier Ribeiro-Neto, Addison-Wesley, 1999. (Selected Chapters)
4. Selected papers (mainly from SIGIR, WWW, CIKM, JASIST & ACM TOIS)
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評量方式
(僅供參考) |
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