資 訊 檢 索 與 擷 取 Information Retrieval and Extraction 2009
助教:許名宏 & 蔡銘峰 TA Office Hour: 星期一 15:00-17:00星期 三 14:00-16:00
授課老師:陳信希教授 上課時間:每週四 上午9:10~12:00 上課地點:資工系館 110 授課大綱 IR 2008
專題分組及Demo順序
期末專題說明(term project description)
Learning to Rank
Lecture-1 Introduction to Information Retrieval and Extraction
Lecture-2 Indexing
Lecture-3 Modeling
Language Models for Information Retrieval
Lecture-4 Retrieval Evaluation
Lecture-5 Query Operations: Relevance Feedback and Query Expansion
Lecture-6 Chinese Information Retrieval
Lecture-7 Text Operations
Lecture-8 Classification and Clustering
Lecture-9 Data Structures
Lecture-10 Cross Language Information Retrieval
Lecture-11 Information Extraction
A reference: IJCAI99
Lecture-12 Chinese Information Extraction Technologies
Lecture-13 Topic Tracking, Detection and Summarization
參考網站與資料
Modern Information Retrieval – 本課程主要參考書
Introduction to Information Retrieval – 2008出版的IR參考書,FREE online book and slides
Text Retrieval Conference (TREC) – 提供document collections及test topics for system comparison,並舉辦關於不同 IR issues的 tracks
期中考古題 (midterm questions in past courses)
期末考古題 (questions of final exams in past courses)
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