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國立中山大學
98學年度 第1學期 課程教學大綱 |
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中文名稱 |
人工智慧（一） |
課號 |
M3010058 |
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英文名稱 |
ARTIFICAL INTELLIGNCE (1) |
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課程類別 |
講授類 |
必選修 |
選修 |
系所 |
電機工程學系碩士班 |
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授課教師 |
李錫智 |
學分 |
3 |
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課程網頁 |
尚未建置 |
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課程大綱 |
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1. Index construction; 2. Score computation; 3. Evaluation
in IR; 4. Classification techniques for IR; 5. Clustering
techniques for IR; 6. Web search
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課程目標 |
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This course will focus on information retrieval (IR). IR is
finding material of an unstructured nature that satisfies an
information need from within large collections. Artificial
Intelligence techniques, especially machine learning
techniques, for helping retrieving information efficiently
and effectively, will be emphasized. Basic challenges in web
search will be discussed, together with a set of techniques
that are pervasive in web information retrieval.
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授課方式 |
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評分方式﹝評分標準及比例﹞ |
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1.1st test：10%
2.2nd test：10%
3.3rd test：10%
4.4th test：10%
5.5th test：10%
6.6th test：10%
7.7th test：10%
8.8th test：10%
9.9th test：10%
10.10th test：10%
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參考書/教科書/閱讀文獻〔請遵守智慧財產權觀念，不可非法影印〕 |
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序號 |
作者 |
書名 |
出版社 |
出版年 |
出版地 |
ISBN# |
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1 |
C. D. Manning, P. Raghavan, and
H. Schutze |
An Introduction to Information
Retrieval |
Cambridge University Press |
2008 |
Cambridge, England |
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每週課程內容及預計進度 |
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週次 |
日期 |
授課內容及主題 |
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1 |
2009/09/14~2009/09/20 |
Index construction |
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2 |
2009/09/21~2009/09/27 |
Index construction |
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3 |
2009/09/28~2009/10/04 |
Index construction |
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4 |
2009/10/05~2009/10/11 |
Score computation |
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5 |
2009/10/12~2009/10/18 |
Score computation |
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6 |
2009/10/19~2009/10/25 |
Score computation |
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7 |
2009/10/26~2009/11/01 |
Evaluation in IR |
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8 |
2009/11/02~2009/11/08 |
Evaluation in IR |
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9 |
2009/11/09~2009/11/15 |
Classification techniques for
IR |
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10 |
2009/11/16~2009/11/22 |
Classification techniques for
IR |
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11 |
2009/11/23~2009/11/29 |
Classification techniques for
IR |
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12 |
2009/11/30~2009/12/06 |
Classification techniques for
IR |
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13 |
2009/12/07~2009/12/13 |
Clustering techniques for IR |
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14 |
2009/12/14~2009/12/20 |
Clustering techniques for IR |
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15 |
2009/12/21~2009/12/27 |
Clustering techniques for IR |
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16 |
2009/12/28~2010/01/03 |
Web search |
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17 |
2010/01/04~2010/01/10 |
Web search |
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18 |
2010/01/11~2010/01/17 |
Web search |
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課業討論時間 |
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時段1:
時間：星期六10:00~12:00
地點：F9004
時段2：
時間：星期日10:00~12:00
地點：F9004
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