Towards mobility data science (vision paper)

M Mokbel, M Sakr, L Xiong, A Züfle, J Almeida… - arXiv preprint arXiv …, 2023 - arxiv.org
Mobility data captures the locations of moving objects such as humans, animals, and cars.
With the availability of GPS-equipped mobile devices and other inexpensive location …

Twitter-aided decision making: a review of recent developments

Y Zhang, M Shirakawa, Y Wang, Z Li, T Hara - Applied Intelligence, 2022 - Springer
Twitter is one of the largest online platforms where people exchange information. In the first
few years since its emergence, researchers have been exploring ways to use Twitter data in …

Beyond the shortest route: A survey on quality-aware route navigation for pedestrians

P Siriaraya, Y Wang, Y Zhang, S Wakamiya… - IEEE …, 2020 - ieeexplore.ieee.org
Navigation systems often aid users when traveling in unfamiliar locations. Current
navigation systems tend to focus on identifying the shortest or fastest routes between two …

Beautiful… but at what cost? An examination of externalities in geographic vehicle routing

I Johnson, J Henderson, C Perry, J Schöning… - Proceedings of the …, 2017 - dl.acm.org
Millions of people use platforms such as Google Maps to search for routes to their desired
destinations. Recently, researchers and mapping platforms have shown growing interest in …

A privacy-enhanced and personalized safe route planner with crowdsourced data and computation

FT Islam, T Hashem, R Shahriyar - 2021 IEEE 37th …, 2021 - ieeexplore.ieee.org
We introduce a novel safe route planning problem and develop an efficient solution to
ensure the travelers' safety on roads. Though few research attempts have been made in this …

Free as a bird, but at what cost? the impact of street networks on the user experience of as-the-crow-flies navigation for cyclists

GL Savino, A Kariryaa, J Schöning - Proceedings of the ACM on Human …, 2022 - dl.acm.org
As-the-crow-flies (ATCF) navigation is an alternative to turn-by-turn navigation for cyclists
utilizing the least-angle strategy by providing the beeline to the destination. However, past …

SPaFE: A crowdsourcing and multimodal recommender system to ensure travel safety in a city

E Hossain, MR Karim, M Hasan, SA Zaoad… - IEEE …, 2022 - ieeexplore.ieee.org
Existing navigation applications such as Google Maps, Apple maps provide a core service to
users to find the shortest path or the path that takes the least amount of time towards a user's …

Steds: Social media based transportation event detection with text summarization

K Fu, CT Lu, R Nune, JX Tao - 2015 IEEE 18th International …, 2015 - ieeexplore.ieee.org
Ubiquitous user-input contents on social media and online services have generated a
tremendous amount of information. Such information has great potential applications in …

Lets not stare at smartphones while walking: memorable route recommendation by detecting effective landmarks

S Wakamiya, H Kawasaki, Y Kawai, A Jatowt… - Proceedings of the …, 2016 - dl.acm.org
Navigation in unfamiliar cities often requires frequent map checking, which is troublesome
for wayfinders. We propose a novel approach for improving real-world navigation by …

Comfride: a smartphone based system for comfortable public transport recommendation

R Verma, S Ghosh, M Saketh, N Ganguly… - Proceedings of the 12th …, 2018 - dl.acm.org
Passenger comfort is a major factor influencing a commuter's decision to avail public
transport. Existing studies suggest that factors like overcrowding, jerkiness, traffic congestion …