Course: Web Analytique (WS 19)

Syllabus

Code: M.MIN2MB
Course: Second Year of the Master on Internet, Données et Connaissance (IDC)
Teaching Staff: Marc Spaniol and Amit Kumar
Small Description: In this course, we present advanced techniques on Web analytics and information extraction from Web contents.

Slides

Lecture 1

Lecture 2

Lecture 3

Lecture 4

Lecture 5

Lecture 6

Lecture 7

Lecture 8

Lecture 9

Lecture 10

Exercises

TD 1

TD 2

TD 3

TD 4

TD 5

Project

The project was presented in the first lecture.
The dataset for the project can be found here.

Written Exam

The exam takes places on:
Thursday, December 5
10.00h-12.00h
in room S3 043.

Recommended Reading

• Ricardo Baeza-Yates, Berthier Ribeiro-Neto: Modern Information Retrieval: The Concepts and Technology behind Search. 2nd Edition, ACM Press Books, 2011.
• Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze: Introduction to Information Retrieval. Cambridge University Press, 2008.
• Daniel Jurafsky and James H. Martin: Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition. Prentice Hall, 2009.
• Stefano Ceri, Alessandro Bozzon, Marco Brambilla, Emanuele Della Valle, Piero Fraternali, Silvia Quarteroni: Web Information Retrieval. Springer, 2013.