Schedule
Date | Description | Bibliography | Slides |
||
11/09/2020 | Introduction and Boolean Retrieval | Chapter 1, Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze Optional reading:
|
|||
18/09/2020 | Text encoding: tokenization, stemming, lemmatization, stop words, phrases | Chapter 2, Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze Optional reading:
|
|||
25/09/2020 | Dictionaries & Tolerant retrieval | Chapter 3, Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze Optional reading:
|
|||
2/10/2020 | Index construction | Chapter 4, Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze Optional reading:
|
|||
9/10/2020 | Index construction Index compression
|
Chapters 4, 5 Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze Optional reading:
|
|||
16/10/2020
|
Vector Space Retrieval & Computing Scores in a complete search system
|
Chapters 6, 7, 8 Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze Optional reading:
|
|||
23/10/2020 | Relevance Feedback & Query Expansion XML retrieval |
Chapters 8, 9. Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze Chapter 10, Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze. Optional reading:
|
|||
30/10/2020 | Midterm |
|
|||
6/11/2020
|
Data classification / Data clustering | Chapters 13, 14. Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze Chapters 16, 17. Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze Optional reading:
|
|||
13/11/2020
|
Web search Basics/Crawling and Indexing
|
Chapter 20. Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze
Crawling Techniques (Chapter 6, Modeling the Internet and the Web- Probabilistic Methods and Algorithms, by Pierre Baldi, Paolo Frasconi, Padhraic Smyth, Wiley, 2003.) Georgios John Fakas, Zhi Cai, Nikos Mamoulis: Diverse and proportional size-l object summaries using pairwise relevance. VLDB J. 25(6): 791-816 (2016)2015 Georgios John Fakas, Zhi Cai, Nikos Mamoulis: Diverse and Proportional Size-l Object Summaries for Keyword Search. SIGMOD Conference 2015: 363-375 Optional reading:
|
|
||
20/11/2020 |
Link Analysis |
Chapter 21, Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze Chapter 5, Mining Massive Datasets, by Anand Rajaraman and Jeff Ullman, Cambridge University Press, 2011 Link Analysis (Chapter 5, Modeling the Internet and the Web- Probabilistic Methods and Algorithms, by Pierre Baldi, Paolo Frasconi, Padhraic Smyth, Wiley, 2003.) Optional reading:
|
|||
27/11/2020 | Projects Presentation |
|
|||
|
|||||