Web Mining and Its Advanced Topics
Winter 2011
York University

Semester: Winter 2011
Course/Sect#: ITEC 6205
Lecture Time: Mon 11:30am-14:30pm
Location: North 814 Ross
T.A.: Dr. Mariam Daoud and Dr. Kevin Li
Instructor: Jimmy Huang
Office: TEL 3048
Office Hours: By appointment
Phone #: 416-736-2100 x30149
e-mail: jhuang AT yorku DOT ca

Welcome to the Web Mining and Its Advanced Topics course, ITEC-6205 for Winter term 2011. Materials, instructions, and notices for the course will accumulate here over the semester.

Message Board

Course Description

The major objectives of this course are to present Web mining and its advanced topics from a practical point of view and for the graduate students to obtain a solid grasp of how techniques in Web mining technology can be applied to solve problems in real-world applications. This course is an advanced course that is offered to graduate students, researchers and professionals in the IT field. It will mainly focus on research projects, paper review and presenation of research papers. In particular, this course will be taught in a research oriented style. Grading is based on a large research project, a final examination, research papers, assignments and presentations. There is a big research component in this course. The assignments generally involve implementing and experimenting with an idea/method on real text data. The final course project is to give the students hands-on experience on developing some novel Web information management tools.

Reference Books and Materials

Web Data Mining
          Exploring Hyperlinks, Contents and Usage Data
532 pages.
Bing Liu
Springer, 2007
ISBN: 978-3-540-37881-5
Mining the Web: Discovering
          Knowledge from Hypertext Data
Soumen Chakrabarti
Morgan-Kaufmann Publishers, 352 pages
ISBN: 1-55860-754-4
Foundations of Web Technology.
Sarukkai R.
Kluwer Academic Publishers, 2003
ISBN: 1-4020-7166-3
Mining the World Wide Web:
          An Information Search Approach
Chang G., Healey M. J. et al.
Kluwer Academic Publishers, 2003
ISBN: 0-7923-7349-9
          Supplementary Readings (will be posted over the semester)

Grading Criteria / Course Requirements

Percentage When
Course Project 35% some time in April
Final Exam 25% some time in April
Assignments 20% 2 assigments, due through the semester
Paper Review and Presentation 12% due through the semester
Participation 8%  



Paper Review and Presentation


This page is maintained by Jimmy Huang. Last modified January 6, 2011