Course - Web Mining - DT8116
DT8116
Web Mining
Choose study year
Credits
7.5
Level
Doctoral degree level
Course start
Autumn 2024
Duration
1 semester
Language of instruction
English
Location
Trondheim
Examination arrangement
Oral examination
About
About the course
Course content
The course is given annually, next time autumn 2024. Vital challenges to be covered include: similarity search, streaming data, social network analysis, web usage mining, and recommendation systems.
Learning outcome
Knowledge: Introduction to problems, principles, mechanisms, and techniques connected to mining large datasets. Skills: Similarity search, mining streaming data, social network analysis, synopses for massive data, web usage mining, and recommendation systems. Competence: Mining massive datasets.
Learning methods and activities
Joint colloquium and self study. If the course is taken by a high number of students, the oral examination may be replaced by a written examination.
Recommended previous knowledge
Algorithms, database systems, and data mining.
Course materials
To be given at start of the semester.
Subject areas
- Computer and Information Science