COMP4442-Project

This is a PolyU COMP 4442 project to design a web service based on Spark SQL.

Objective

As an important part of an intelligent transportation system, driving behavior analysis helps us to identify dangerous driving scenarios to avoid traffic accidents. The project is to develop a website for driver behavior analysis.

Goals

The website should support the following functions:

• a) Generate a summary to show the driving behavior of each driver.
• b) Monitor the driving speed of each driver in real-time.

Dataset Information

There are 10 files in the dataset, each describing the drivers’ driving behavior one day. In each file, each row represents a record that describes the driving-related features. The features are separated by commas. There are 19 features in total. The detailed information on the dataset will be shown in the table below:

Feature	Comments
driverID	N/A
carPlateNumber	N/A
Latitude	N/A
Longtitude	N/A
Speed	Km/h
Direction	N/A
siteName	N/A
Time	The time reporting the record
isRapidlySpeedup	1 indicates the presence of the behavior
isRapidlySlowdown	1 indicates the presence of the behavior
isNeutralSlide	1 indicates the presence of the behavior
isNeutralSlideFinished	1 indicates the end of the behavior
neutralSlideTime	The duration of a neutral slide behavior (seconds)
isOverspeed	1 indicates the presence of the behavior
isOverspeedFinished	1 indicates the end of the behavior
overspeedTime	The duration of an overspeed behavior (seconds)
isFatigueDriving	1 indicates the presence of the behavior
isHthrottleStop	1 indicates the presence of the behavior
isOilLeak	1 indicates the presence of the behavior

Designed Pages

Name	Feature
index.html	Included a DataTables with a data filtering function
summary.html	Included a table for displaying each driverID summary data from the dataset
car_speed_monitor.html	Draw the average speed graph by day for each driverID
about.html	Show the group information

Group Members

• Dicky Shek
• PY Yuk 
• Walter Yip
• Roland Mok
• Sam Kan

Credit

CSS framework: Surface