Discuss what kind of interesting knowledge can be mined from such data streams, with limited time and resources.
Answers
Answer:
The knowledge that can be mined from spatiotemporal data streams really depends on the applications. However, one unique type of knowledge about this kind of data is the patterns of spatial change with respect to the time. For example, the changing of the traffic status of several highway junctions in a city, from the early morning to rush hours and back to off-peak hours, can show clearly where the traffics come from and go to and hence, would help the traffic officer plan effective alternative lanes in order to reduce the traffic load. A sudden appearance of a point in the spectrum space image might inform there is a new planet creating. The changing of humidity, temperature, and pressure in the climate data might reveal some patterns of how a new typhoon is created.
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