1. Route prediction from mobility pattern of cell phone users
Authors : Tamasree Biswas, Shouvik Halder, Mousumi Saha
Pages : 260 - 265
Keywords : Parallel Apriori algorithm, Dempster Shafer Theory of Evidence, Route prediction Abstract :
Mobility path of cell phone users plays an important role in context search and advertising, early warning system, traffic planning, route prediction and other applications. In this paper, we present formal definitions to capture the cellphone users’ mobility patterns and describes the task of learning routes and predicting future locations by maintaining a database of physical routes. In the pattern discovery phase we use the Apriori algorithm to identify the frequently treaded path. We also use Dempster Shafer Theory of Evidence to predict other locations the user is likely to visit.
Citing this Journal Article :Tamasree Biswas, Shouvik Halder, Mousumi Saha, "Route prediction from mobility pattern of cell phone users", Volume 6 Issue 4 - March 2016, 260 - 265
Click here to Submit Copyright Takedown Notice for this article.