Data Mining Meets HCI: Making Sense of Large Graphs

Data Mining Meets HCI: Making Sense of Large Graphs

We have entered the age of big data. Massive datasets are now common in science, government and enterprises. Yet, making sense of these data remains a fundamental challenge. Where do we start our analysis? Where to go next? How to visualize our findings? We answers these questions by bridging Data M...

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Bibliographic Details
Main Author: Chau, Dueng Horng
Format: Others
Published: Research Showcase @ CMU 2012
Subjects:
Graph Mining
Data Mining
Machine Learning
Human-Computer Interaction
HCI
Graphical Models
Inference
Big Data
Sensemaking
Visualization
eBay Auction Fraud Detection
Symantec Malware Detection
Belief Propagation
Random Walk
Guilt by Association
Polonium
NetProbe
Apolo
Feldspar
Graphite
Online Access:http://repository.cmu.edu/dissertations/94
http://repository.cmu.edu/cgi/viewcontent.cgi?article=1088&context=dissertations

Internet

http://repository.cmu.edu/dissertations/94
http://repository.cmu.edu/cgi/viewcontent.cgi?article=1088&context=dissertations

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