Mining Matrix Pattern from Mobile Users - Distributed Artificial Intelligence, Agent Technology, and Collaborative Applications - page 256

Figure 21. Concept of parallel pattern

Static Node

Movement

Static Node

50% Static Node 90% Static Node

Movement Movement

Movement

Static Node

Figure 22. Frequency pattern vs. matrix pattern

Capabilities Single Layer Multi-Layer Frequency

Pattern

Ability to
Incorporate
Multi-Domain
Mining

Yes Yes No

Requires User
Tracking

No No Yes

Requires User
Identification

No No Yes

Uses Existing
Infrastructure

Yes Yes Yes

Figure 23. Comparison among possible paths for mobile user data mining

Capabilities Single Layer Multi-Layer Group Pattern

Can Perform
Physical Data
Mining?

Yes Yes Yes

Can Perform
Logical Data
Mining?

No No Yes

Ability to Find
Relationship
Among Interdomain
Entities

No Yes No

Cost Saving —
Requires
gathering of
Mobile
Transactions

No No Yes

Using Existing
Infrastructures

Yes Yes No