scientific papers

OPTIMUM Project: Geospatial data analysis for sustainable mobility

August 14, 2018

With the increase of sensor devices used in everyday life (phones, watches, cars etc.), there are some low hanging fruits in terms of "simply" collecting and analyzing the data, and using the results towards a practical goal. This applies to health, marketing, traffic, urbanism, ecology and other domains. Project OPTIMUM aims to embrace this potential in the traffic domain in order to push participants towards a more sustainable mobility. To this end, a platform integrating and aligning multiple data sources was established, enabling innovative data mining methods for solving specific predefined problems. The main innovation that we are going to present is NextPin, an online service for extracting mobility patterns from geo-spatial data.

Written by Jožef Stefan Institute

 

From mobility patterns to behavioural change
Using persuasive technology and reward schemes to promote sustainable travel choices
Behavioural Change Support Intelligent Transportation Applications
Persuasive Technologies for Sustainable Mobility: State of the Art and Emerging Trends
Providing Intermodal Route Alternatives
Making Big Data Real in Upcoming Future: the Dynamic Toll Prices in the Portuguese Highways
Real-Time Monitoring of Road Traffic using Data Stream Mining
How to not be Annoying: Adjusting Persuasive Interventions Intensity when Nudging for Sustainable Travel Choices
Big data proceedings and storage framework for ITS – A case study on dynamic tolling
Persuasive Interventions for Sustainable Travel Choices Leveraging Users’ Personality and Mobility Type
Understanding Personal Mobility Patterns for Proactive Recommendations
Incident Detection Using Data from Social Media
Curious Cat – Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition
A Big Data Architecture for Traffic Forecasting Using Multi-Source Information
Exploring the Links between Persuasion, Personality and Mobility Types in Personalised Mobility Applications
Towards System-Aware Routes
Proactive Charging Schemes for Freight Transport: Dynamic Toll Discounts as a Tool to Reduce National Road Traffic
Big Data Processing and Storage Framework for ITS: A Case Study on Dynamic Tolling
Personalised Persuasion for Sustainable Mobility
Persuasive Technologies for Sustainable Urban Mobility
Estimating the State of Battery Charge in an Intelligent Mobile Home
Near Real-Time Transportation Mode Detection Based on Accelerometer Readings
Spatio-temporal Clustering Methods
Big Data Harmonization for Intelligent Mobility: a Dynamic Toll-charging Scenario
An architecture for big data processing on intelligent transportation systems. An application scenario on highway traffic flows
Memory Priming and User Preferences
Smart Cargo for Multimodal Freight Transport: When “Cloud” becomes “Fog”
Travel Time Prediction on Highways
Curious Cat2 – Conversational Crowd-Based and Context-Aware Knowledge Acquisition Chat Bot
TensiStrength – Stress and Relaxation Magnitude Detection for Social Media Texts
Proactive recommendations for Intelligent Mobility - An approach based on real-time big data processing
Personalized Persuasion Services for Route Planning Applications
Understanding Personal Mobility Patterns for Proactive Recommendations