Course: Knowledge Acquisition (SS 18)

Syllabus

Code: M.MIM1MD
Course: First Year of the Master on Internet, Données et Connaissance (IDC)
Teaching Staff: Marc Spaniol and Céline Alec
Small Description: In this course, we present techniques of information extraction for knowledge acquisition from Web contents.

Slides

Lecture 1

Lecture 2

Lecture 3

Lecture 4

Lecture 5

Lecture 6

Lecture 7

Lecture 8

Lecture 9

Lecture 10

Lecture 11

Exercises

TD 1

TD 2

TD 3

TD 4

TD 5

Project

The project has been presented in the first lecture.
The data set for the project can be found here.

Recommended Reading

• Jure Leskovec, Anand Rajaraman, and Jeffrey David Ullman: Mining of Massive Datasets. Cambridge University Press, 2014.
• Daniel Jurafsky and James H. Martin: Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition. Prentice Hall, 2009.
• Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze: Introduction to Information Retrieval. Cambridge University Press, 2008.