Polarity-based sentiment analysis of georeferenced tweets related to the 2022 twitter acquisition

S Schmidt, C Zorenböhmer, D Arifi, B Resch - Information, 2023 - mdpi.com
Twitter, one of the most important social media platforms, has been in the headlines
regularly since its acquisition by Elon Musk in October 2022. This acquisition has had a …

Drowning in the Information Flood: Machine-Learning-Based Relevance Classification of Flood-Related Tweets for Disaster Management

E Blomeier, S Schmidt, B Resch - Information, 2024 - mdpi.com
In the early stages of a disaster caused by a natural hazard (eg, flood), the amount of
available and useful information is low. To fill this informational gap, emergency responders …

The migrant perspective: Measuring migrants' movements and interests using geolocated tweets

J Mast, M Sapena, M Mühlbauer… - … , Space and Place, 2024 - Wiley Online Library
Geolocated social media data hold a hitherto untapped potential for exploring the
relationship between user mobility and their interests at a large scale. Using geolocated …

Commuter mobility patterns in social media: Correlating Twitter and LODES data

A Petutschnig, J Albrecht, B Resch… - … International Journal of …, 2021 - mdpi.com
The Longitudinal Employer-Household Dynamics Origin-Destination Employment Statistics
(LODES) are an important city planning resource in the USA. However, curating these …

[HTML][HTML] Spatio-temporal machine learning analysis of social media data and refugee movement statistics

C Havas, L Wendlinger, J Stier, S Julka… - … International Journal of …, 2021 - mdpi.com
In 2015, within the timespan of only a few months, more than a million people made their
way from Turkey to Central Europe in the wake of the Syrian civil war. At the time, public …

Big Data for the Prediction of Forced Displacement

G Henningsen - International Migration Review, 2023 - journals.sagepub.com
In a world where every 80th person is now forcibly displaced, using big data sources to
improve planning processes is no longer a question of if, but a question of how. In recent …

Evaluating the Representativeness of Socio-Demographic Variables over Time for Geo-Social Media Data

A Petutschnig, B Resch, S Lang, C Havas - ISPRS International Journal of …, 2021 - mdpi.com
Geo-social media data are widely used as a data source to model populations and
processes in a variety of contexts. However, if the data do not adequately represent the …

[PDF][PDF] Polarity-Based Sentiment Analysis of Georeferenced Tweets Related to the 2022 Twitter Acquisition. Information 2023, 14, 71

S Schmidt, C Zorenböhmer, D Arifi, B Resch - 2023 - researchgate.net
Twitter, one of the most important social media platforms, has been in the headlines
regularly since its acquisition by Elon Musk in October 2022. This acquisition has had a …

Border Walls and Death on the US–Mexico Border: A Hot-Spot Analysis of the Impact of the Secure Fences Act in Arizona

C Bansak, A Hall, M Coon, S Dieringer - The Center for Growth and …, 2024 - thecgo.org
Analyzing border deaths: The authors spatially analyze the locations of migrant deaths both
before and after the Secure Fence Act of 2006 (SFA) and find a substantial increase in …

Comparing Twitter and LODES Data for Detecting Commuter Mobility Patterns

J Albrecht, A Petutschnig, L Ramasubramanian… - 2021 - scholarworks.sjsu.edu
Local and regional planners struggle to keep up with rapid changes in mobility patterns. This
exploratory research is framed with the overarching goal of asking if and how geo-social …