Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control
Vol 3, No 4, November 2018

DBscan Algorithm and Decision Tree to Automate Trip Purpose Detection

Hidayah, Lailatul (Unknown)
Wulandari, Catur (Unknown)

Article Info

Publish Date
20 Sep 2018

Abstract

One of transportation research topic is detecting trip purpose. Given a collection of GPS mobility records, researchers endeavored to infer useful information such as trip, travel mode, and trip purpose. Obtaining these attributes will help researcher in transportation modelling.  This work proposed an approach in defining a trip or a trip segmentation which is a part of trip purpose problem as well as inferring the trip purpose. By Utilizing Dbscan clustering algorithm, decision tree, and some useful features, we are able to detect the trips and their purposes as well as building the model to automate the trip derivation.

Copyrights © 2018




Citation Download
RIS
EndNote, Reference Manager, ProCite
BibTex
Latex, Jabref
Full PDF
449.762 KB
Original Source
Download Original
Google Scholar
Check in Google Scholar
Journal Info
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control
Website

Abbrev

kinetik

Publisher

Universitas Muhammadiyah Malang

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Energy Engineering

Description

Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control was published by Universitas Muhammadiyah Malang. journal is open access journal in the field of Informatics and Electrical Engineering. This journal is available for researchers who want to improve ...