Reusable service component decision tree

783 views

Published on

Wei Wang, Reusable service component decision tree

Published in: Education
0 Comments
0 Likes
Statistics
Notes
  • Be the first to comment

  • Be the first to like this

No Downloads
Views
Total views
783
On SlideShare
0
From Embeds
0
Number of Embeds
1
Actions
Shares
0
Downloads
3
Comments
0
Likes
0
Embeds 0
No embeds

No notes for slide

Reusable service component decision tree

  1. 1. A Reusable Service Component forIoT.est A3.2- case study: using decision treeto derive road conditions
  2. 2. Reusable service component• The IoT.est project A3.2 aims to develop andimplement the concepts of reusable servicecomponent;• These components can be reusedin/integrated with many existing businessservices and applications.• Among the components, the ones that cancreate intelligence out of the IoT data areimportant.2
  3. 3. A reasoning service3• Reasoning Service using decision tree– Functionality• Take various sensor readings and predict the roadconditions based on a trained decision tree model• Applications: GPS planning, highway trafficmanagement, etc– Adaptation capability• The decision tree model will frequently update itself asnew data is available for training so it can adapt to therecent environmental changes.
  4. 4. Deriving road conditions usingdecision tree4
  5. 5. Deriving road conditions usingdecision tree5
  6. 6. Deriving road conditions usingdecision tree6
  7. 7. Try the service• Service link:– http://artemis.ccsrfi.net:8080/DecisionTreeService/ReasoningService?temp=-1&rainfall=20.0&visibility=10.0&traffic=100.0• Acknowledgement: Yue Zhang and Suparna De7

×