Extraction of Driving Behaviour, Vehicle Use Data and Gamification Data
Data of the User derived from the Primary Data via processing in the MILESTONE platform and/or the Application using advanced mathematical algorithms and/or machine learning algorithms, as well as advanced driving behaviour models. Driving Behaviour and Vehicle Use Data are indicatively the following:
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Number of Trips (overall and per time period - day, week, month).
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Distance travelled (per Trip, overall and per time period - day, week, month), derived from vehicle mileage
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Trip Duration (per Trip, overall and per time period - day, week, month).
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Latitude, longitude and altitude
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Raw acceleration values in the x-, y- and z-axis, as well as average acceleration in the x-, y- and z-axis and maximum acceleration in the x-, y- and z-axis.
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Number of harsh brakes and intensity (per Trip, overall and per time period - day, week, month).
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Number of harsh accelerations and intensity (per Trip, overall and per time period - day, week, month).
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Number of harsh cornerings (per Trip, overall and per time period – day, week, month)
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Duration of driving over the speed limit if and when the speed limit is available to MILESTONE by a third-party technology provider (per Trip, overall and per time period - day, week, month).
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Average speed, exceeding the speed limit if and when it is available to MILESTONE by a third-party technology provider (per Trip, overall and per time period - day, week, month).
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Heading of the User's vehicle
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Mobile phone use duration while driving. Mobile phone use is determined via tracking of the movement of the device (indicatively talking, texting or any other movement of the device) (per Trip, overall and per time period - day, week, month), if available to MILESTONE.
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Distance travelled in hours of increased risk (per Trip, overall and per time period - day, week, month).
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Overall score (per Trip, overall and per time period - day, week, month).
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Score per category. The categories are: Braking, Acceleration, Steering (per Trip, overall and per time period - day, week, month).
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Gamification Data. MILESTONE has developed gamification features for the training and the motivation of the Users in order to improve their driving behaviour. The Gamification Data include the performance of the Users related to gamification and/or rewarding features, provided that the Company has activated and/or utilized such features.
"Score": The driving behaviour model of MILESTONE, provides a score from 0 (lowest) to 100 (highest) per Trip, taking into account the following parameters, with decreasing level of significance:
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Driving duration over the speed limit and average speed exceedance of the speed limit if and when it is available.
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Harsh brakes (number and degree of intensity).
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Harsh accelerations (number and degree of intensity).
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Harsh cornerings (number and degree of intensity).
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Distance traveled in hours of increased risk.
The overall Score of the User is calculated as the weighted average of the Trips' Scores of a specific time period (day, week, month, year, lifetime and custom period), where the User was the driver (according to the estimation of the machine learning algorithms of MILESTONE or the characterization of the User), with distance as the weighting factor.
"Gamification Data": MILESTONE has developed gamification features for the training and the motivation of the Users in order to improve their driving behaviour.