Course: Web Analytique (WS 17)

Syllabus

Code: M.MIN2MB
Course: Second Year of the Master on Internet, Données et Connaissance (IDC)
Teaching Staff: Marc Spaniol and Céline Alec
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 has been presented in the first lecture.
UPDATE:
A second project has been presented as part of the fourth lecture, which will require less programming background and might, thus, be more suitable for the students of M2 SAAD. All students are free to choose whichever project they want to select.

Written Exam

The date of the exam will be scheduled during the semester and announced in the lecture.

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.