COMP5331: Knowledge Discovery in Databases

Project

Important Dates

·         PPT/Source Code submission deadline: : one day before your presentation date (11:59pm)

No. of Students

Each group has no more than two people.

Please send an email to our TA, Mr. Zheng Liu (zliual@cse.ust.hk), with email title "COMP5331 Group Forming" for your group information. Our TA will assign a group ID to your group.

Proposal

Please write a proposal including the following items.

o    A brief description about this project (about 1000~2000 words)

o    A list of papers to be read in this project

Final Report

Please write a proposal including the following items.

Suggested Topics

You can select any topics you want. The following topics are suggested to those students who have no idea about knowledge discovery in databases.

Topic 1: Social Networks

Topic 2: Web

Topic 3: Association

Topic 4: Graph Mining

Topic 5: Classification

 

Topic 6: Pattern

Topic 7: Time Series

Topic 8: Clustering

 

Topic 9: Recommendation

Topic 10: Big Data

Topic 11: Crowd Mining

Crowd Mining. 

SIGMOD’13 (pdf)

 

On the Complexity of Mining Itemsets from the Crowd Using Taxonomies.

 ICDT 2014: 15-25 (pdf)

 

OASSIS: query driven crowd mining.

SIGMOD Conference 2014: 589-600 (pdf)

 

Ontology Assisted Crowd Mining

VLDB 2014 (pdf)

 

Acknowledgement, Thanks for Prof. Raymond Wong’s topic and paper list provided in his course webpage COMP5331