| 當期課號 | 7410 | Course Number | 7410 |
|---|---|---|---|
| 授課教師 | 吳世弘 | Instructor | WU,SHIH HUNG |
| 中文課名 | 資訊檢索 | Course Name | Information Retrieval |
| 開課單位 | 資訊工程系碩士班一A | Department | |
| 修習別 | 選修 | Required/Elective | Elective |
| 學分數 | 3 | Credits | 3 |
| 課程目標 | 本課程主要介紹資訊檢索的知識，學生在本課程將可了解相關概念有：抓取文件、文件剖析 、文件資訊表示、索引文件、搜尋引擎、文件自動分類 、資訊擷取和文字探勘 | Objectives | The goal of this course is to provide the students with a basic knowledge of information retrieval. The students will realize the following concepts in the course: Web Spider, Text Parsing, Representation Model, Indexing, Search Engine, Document Classification, Information Extraction and Text Mining? |
| 教材 | Textbook: Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008. Reference: Modern Information Retrieval R.Baeza-Yates and B.Ribeiro-Neto Addison Wesley Longman Publishing Co. Inc. Mining the Web, author: Soumen Chakrabarti Morgan Kaufmann Publishers |
Teaching Materials | Textbook: Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008. Reference: Modern Information Retrieval R.Baeza-Yates and B.Ribeiro-Neto Addison Wesley Longman Publishing Co. Inc. Mining the Web, author: Soumen Chakrabarti Morgan Kaufmann Publishers |
| 成績評量方式 | Presentation 40 % Midterm 20% Term Project 40% |
Grading | Presentation 40 % Midterm 20% Term Project 40% |
| 教師網頁 | http://www.csie.cyut.edu.tw/~shwu | ||
| 教學內容 | 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。 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) |
Syllabus | 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。 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) |