Inferring the Travel Purposes of Passenger Groups for Better Understanding of Passengers

Speculating the Travel Purposes of Passenger Groups in Railway Transportation System for Better understanding of Passengers

“…Our goal in this paper is to classify each passenger group into one of the three categories: tourist groups and business groups and education groups. In this case, the problem can be treated as a binary classification problem [9].…”

“…The holistic group attributes are very important basic feature to speculate the travel purpose of passengers. For example different types of passengers may have different scales of group sizes, travel duration, travel distances, whether the travel is on holiday, whether travel is on return trip and seat proximity is also important which reflect the closeness between the group members and also help us to identify the type of traveling passenger [9]. Table 2 shows list of holistic group attributes and formulas.…”

“…These features are related to age distribution of passenger groups because different types of passengers have different types of age ratio. Table 3 shows all the demographic features of passenger groups [9]. …”

“…For this problem the solution is to spectulate collectively all passenger groups so that no passenger will lose from any other groups. Which results to recognize overlapping of passengers in many groups so no one will lose to spectulate from all groups [9]. If repetedly spectulating the passengers from all groups will results to clear travel purposes of passengers.…”

“…If repetedly spectulating the passengers from all groups will results to clear travel purposes of passengers. Ierative classification algorithms [9] results the overlapping of passengers sucessfully.…”