LSTM-Based Deep Learning Model for Predicting Individual Mobility Traces of Short-Term Foreign Tourists

From Motion Activity to Geo-Embeddings: Generating and Exploring Vector Representations of Locations, Traces and Visitors through Large-Scale Mobility Data

(2019) Alessandro Crivellari et al.   ISPRS International Journal of Geo-Information

Clustering Smart City Services: Perceptions, Expectations, Responses

(2019) Miltiadis Lytras et al.   Sustainability

Identifying Foreign Tourists’ Nationality from Mobility Traces via LSTM Neural Network and Location Embeddings

(2019) Alessandro Crivellari et al.   Applied Sciences-Basel

Forecasting the success of a new tourism service by a neuro-fuzzy technique

(2018) George S. Atsalakis et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Who Uses Smart City Services and What to Make of It: Toward Interdisciplinary Smart Cities Research

(2018) Miltiadis Lytras et al.   Sustainability

Assessing the Influence of Spatio-Temporal Context for Next Place Prediction using Different Machine Learning Approaches

(2018) Jorim Urner et al.   ISPRS International Journal of Geo-Information

Shared experience in pretrip and experience sharing in posttrip: A survey of Airbnb users

(2017) Sung Joo Bae et al.   INFORMATION & MANAGEMENT

Big Data and Data Analytics Research

(2017) Miltiadis D. Lytras et al.   International Journal on Semantic Web and Information Systems

Collective Prediction of Individual Mobility Traces for Users with Short Data History

(2017) Bartosz Hawelka et al.   PLoS One

Exploiting machine learning techniques for location recognition and prediction with smartphone logs

(2016) Sung-Bae Cho   NEUROCOMPUTING

How to manage the perfect wave: Surfing tourism management in the Mentawai Islands, Indonesia

(2016) Nick Towner   OCEAN & COASTAL MANAGEMENT

Next Place Prediction Based on Spatiotemporal Pattern Mining of Mobile Device Logs

(2016) Sungjun Lee et al.   SENSORS

A Survey on Trajectory Data Mining: Techniques and Applications

(2016) Zhenni Feng et al.   IEEE Access

Analysis of human mobility patterns from GPS trajectories and contextual information

(2015) Katarzyna Siła-Nowicka et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Smart City Mobility Application—Gradient Boosting Trees for Mobility Prediction and Analysis Based on Crowdsourced Data

(2015) Ivana Semanjski et al.   SENSORS

Trajectory Data Mining

(2015) Yu Zheng   ACM Transactions on Intelligent Systems and Technology

Saving Human Lives: What Complexity Science and Information Systems can Contribute

(2014) Dirk Helbing et al.   JOURNAL OF STATISTICAL PHYSICS

Unravelling daily human mobility motifs

(2013) C. M. Schneider et al.   Journal of the Royal Society Interface

Where and what: Using smartphones to predict next locations and applications in daily life

(2013) Trinh Minh Tri Do et al.   Pervasive and Mobile Computing

Predictability of population displacement after the 2010 Haiti earthquake

(2012) X. Lu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Learning travel recommendations from user-generated GPS traces

(2012) Yu Zheng et al.   ACM Transactions on Intelligent Systems and Technology

Trip destination prediction based on past GPS log using a Hidden Markov Model

(2010) J.A. Alvarez-Garcia et al.   EXPERT SYSTEMS WITH APPLICATIONS

A personal route prediction system based on trajectory data mining

(2010) Ling Chen et al.   INFORMATION SCIENCES

A method for predicting future location of mobile user for location-based services system

(2008) Thi Hong Nhan Vu et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Modelling spatio-temporal movement of tourists using finite Markov chains

(2008) Jianhong (Cecilia) Xia et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Understanding individual human mobility patterns

(2008) Marta C. González et al.   NATURE