Measuring Activity Similarity Sample Clauses

Measuring Activity Similarity. The implementation of Automatic Fare Collection systems is increasing in transport systems allowing agencies to conduct research for better understanding of the network performance. Smart cards store different kinds of information that can be used to develop better transport models. The paper A model for measuring activity similarity between public transit passengers using smart card data (Xxxxxx et al., 2018a) studies the activity similarity among passengers based on the following characteristics: location and time of boarding and alighting of passengers and the kind of land use at the time of the activity. The Faroqi et al. (2018a) proposed model consists of two parallel steps: one for the spatiotemporal aspects and the other for the activity type. Figure 4 shows the methodology of the process. The first step uses the concept of Space Time Prism (STP) to measure the spatiotemporal similarity of two activities in a three-dimensional continuous space. The second step uses a probabilistic decision tree to measure the activity type similarity. The STP can model the spatiotemporal aspects of similar activities between passengers using time and location where a probabilistic decision tree approach is used to model the activity type based on the available land use, start time, and duration of the activity.
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Related to Measuring Activity Similarity

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