99學年度第二學期
Information Retrieval
教師姓名：吳世弘
|
課號 |
課名 |
開課班級 |
上課時間地點 |
|
|
Information Retrieval |
資訊工程系碩士在職專班 |
(四)A-C M-312 |
Text book:
Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University
This book is available from the bookstore. You can also download and print chapters at the book website.
Reference:
Modern Information Retrieval
R. Baeza-Yates
and B. Ribeiro-Neto
Addison Wesley Longman Publishing Co. Inc.
ISBN: 020139829X
Teaching Assistant:
林盟鈞、黃文奇
Schedule
資訊檢索information retrieval
資訊檢索 (IR) 的技術是收集、處理文件，做資訊加值和知識擷取的基礎。
相關主題：
抓取文件 (Web Spider)
文件剖析 (Text Parsing)
文件資訊表示 (Representation Model)
索引文件 (Indexing)
搜尋引擎(Search Engine)
文件自動分類 (Document Classification)
資訊擷取和文字探勘 (Information Extraction and Text Mining)
|
Week |
Date |
notes |
Topics |
Presenter |
|
|
1 |
9/16 |
|
|
Introduction |
|
|
2 |
9/23 |
|
|
VSM, TF-IDF |
|
|
3 |
9/30 |
|
|
NTCIR Crawler |
|
|
4 |
10/7 |
|
|
Recall, Precision |
|
|
5 |
10/14 |
|
|
Relevance Feedback |
1. |
|
6 |
10/21 |
|
|
Clustering, LSI |
|
|
7 |
10/28 |
|
|
SOM, EM algorithm |
|
|
8 |
11/4 |
|
|
Supervised learning |
|
|
9 |
11/11 |
|
|
NTCIR, QA |
|
|
10 |
11/18 |
|
midterm |
|
|
|
11 |
11/25 |
|
|
Supervised learning |
|
|
12 |
12/2 |
|
|
NLP, 中文處理 |
|
|
13 |
12/9 |
|
|
Social network, PageRank |
|
|
14 |
12/16 |
|
|
|
|
|
15 |
12/23 |
|
|
|
|
|
16 |
12/30 |
|
|
|
|
|
17 |
1/6 |
|
|
|
term project demo |
|
18 |
1/13 |
|
|
|
term project demo |
Exercise
Presentation
First presentation: Latest reference of
a topics in IR.
Second presentation: Most related
reference of your term project.
Term Project
An IR system that can Demo!
Last update: 2006/05/22
shwu@cyut.edu.tw