List of works - Bernd Resch

#AllforJan: How Twitter Users in Europe Reacted to the Murder of Ján Kuciak—Revealing Spatiotemporal Patterns through Sentiment Analysis and Topic Modeling

scientific article published on 31 August 2021

#London2012: Towards Citizen-Contributed Urban Planning Through Sentiment Analysis of Twitter Data

scholarly article by Anna Kovacs-Gyori et al published 29 March 2018 in Urban Planning

A Comparative Study of Geocoder Performance on Unstructured Tweet Locations

scientific article published in 2023

A Conditional GAN for Generating Time Series Data for Stress Detection in Wearable Physiological Sensor Data

scientific article published on 10 August 2022

A Framework to Facilitate Advanced Mixed Methods Studies for Investigating Interventions in Road Space for Cycling

scientific article published on 29 December 2022

A Function-based model of Place

scientific article published in 2016

A Geoprivacy by Design Guideline for Research Campaigns That Use Participatory Sensing Data

scientific article published in April 2018

A Multi-National Human–Computer Interaction Evaluation of the Public Participatory GIS GeoCitizen

scientific article published in 2019

A local scale-sensitive indicator of spatial autocorrelation for assessing high- and low-value clusters in multiscale datasets

A statistical test on the local effects of spatially structured variance

Abundant Topological Outliers in Social Media Data and Their Effect on Spatial Analysis

scientific article

Adapting mobile map application designs to map use context: a review and call for action on potential future research themes

scientific article published on 13 January 2022

An Augmented Reality Learning Environment for Informal Geoinformatics Education

scientific article published in 2021

An Individual-Oriented Algorithm for Stress Detection in Wearable Sensor Measurements

scientific article published in October 2023

An Interdisciplinary Mixed-Methods Approach to Analyzing Urban Spaces: The Case of Urban Walkability and Bikeability

scientific article published on 24 September 2020

An eDiary App Approach for Collecting Physiological Sensor Data from Wearables together with Subjective Observations and Emotions

scientific article published on 16 August 2022

An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time

scientific article published in March 2021

Analyzing and Predicting Micro-Location Patterns of Software Firms

Applying Spatial Video Geonarratives and Physiological Measurements to Explore Perceived Safety in Baton Rouge, Louisiana

scientific article published on 31 January 2021

Assessing and Representing Livability through the Analysis of Residential Preference

scientific article published on 10 September 2019

Assessing the association between overcrowding and human physiological stress response in different urban contexts: a case study in Salzburg, Austria

scientific article published on 21 June 2023

Author Correction: High-resolution mapping of urban Aedes aegypti immature abundance through breeding site detection based on satellite and street view imagery

scientific article published on 4 October 2024

Automated Seeded Latent Dirichlet Allocation for Social Media Based Event Detection and Mapping

scientific article published on 25 July 2020

Beyond Spatial Proximity—Classifying Parks and Their Visitors in London Based on Spatiotemporal and Sentiment Analysis of Twitter Data

scholarly article by Anna Kovacs-Györi et al published 14 September 2018 in International Journal of Geo Information

Citizen-Centric Urban Planning through Extracting Emotion Information from Twitter in an Interdisciplinary Space-Time-Linguistics Algorithm

scholarly article by Bernd Resch et al published 5 July 2016 in Urban Planning

Combining Biosensing Technology and Virtual Environments for Improved Urban Planning

scientific article published in 2018

Combining machine-learning topic models and spatiotemporal analysis of social media data for disaster footprint and damage assessment

scholarly article by Bernd Resch et al published 3 August 2017 in Cartography and Geographic Information Science

Commuter Mobility Patterns in Social Media: Correlating Twitter and LODES Data

scientific article published on 30 December 2021

Composition of place: towards a compositional view of functional space

scientific article published on 06 June 2019

Contextual Sensing: Integrating Contextual Information with Human and Technical Geo-Sensor Information for Smart Cities.

scientific article

Correction: Abundant Topological Outliers in Social Media Data and Their Effect on Spatial Analysis

scientific article published in PLoS ONE

Defining and assessing walkability: a concept for an integrated approach using surveys, biosensors and geospatial analysis

scientific article published on 20 July 2019

Deriving Hospital Catchment Areas from Mobile Phone Data

scientific article published in 2016

Detecting Moments of Stress from Measurements of Wearable Physiological Sensors

scientific article published on 03 September 2019

Developing a Citizen Social Science approach to understand urban stress and promote wellbeing in urban communities

scientific article published on 6 May 2020

Development of a Standardized, Interdisciplinary Approach for Evaluating the Impact of Infrastructural Interventions on Sustainable Mobility

scientific article published in 2023

E2mC: Improving Emergency Management Service Practice through Social Media and Crowdsourcing Analysis in Near Real Time.

scientific article published on 29 November 2017

Enhanced geocoding precision for location inference of tweet text using spaCy, Nominatim and Google Maps. A comparative analysis of the influence of data selection

scientific article published in 2023

Estimating the Spatial Distribution of Crime Events around a Football Stadium from Georeferenced Tweets

article

Evaluating Urban Bicycle Infrastructures through Intersubjectivity of Stress Sensations Derived from Physiological Measurements

scientific article published on 6 June 2019

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

scientific article published on 10 May 2021

Exploratory Spatiotemporal Language Analysis of Geo-Social Network Data for Identifying Movements of Refugees

scientific article published in 2020

Extracting and Geocoding Locations in Social Media Posts: A Comparative Analysis

scientific article published in 2021

From Urban Stress to Neurourbanism: How Should We Research City Well-Being?

scientific article published on 14 April 2020

Fusing human and technical sensor data

scientific article published on 17 September 2015

Generating Big Spatial Data on Firm Innovation Activity from Text- Mined Firm Websites

scientific article published in 2018

Geographic Information Extraction from Texts (GeoExT)

scientific article published in 2023

Geospatial Analysis of the Building Heat Demand and Distribution Losses in a District Heating Network

Greenwashing in the US metal industry? A novel approach combining SO2 concentrations from satellite data, a plant-level firm database and web text mining

scientific article published on 27 April 2022

Human-Centric Data Science for Urban Studies

scientific article published on 12 December 2019

Innovation in hyperlink and social media networks: Comparing connection strategies of innovative companies in hyperlink and social media networks

scientific article published in 2023

Investigating the Emotional Responses of Individuals to Urban Green Space Using Twitter Data: A Critical Comparison of Three Different Methods of Sentiment Analysis

scientific article published on 29 March 2018

LernplattformGW – Learning about and with Geomedia. A Concept for Tutoring and an OER Platform for the Education of Student Teachers

scientific article published in 2017

Mining and correlating traffic events from human sensor observations with official transport data using self-organizing-maps

scientific article published in December 2016

Modeling Patterns in Map Use Contexts and Mobile Map Design Usability

scientific article published on 6 August 2021

Opportunities and Challenges of Geospatial Analysis for Promoting Urban Livability in the Era of Big Data and Machine Learning

scientific article published on 15 December 2020

Performing Social Media: Artistic Approaches to Analyzing Big Data

scholarly article published 17 December 2018

Pervasive Monitoring—An Intelligent Sensor Pod Approach for Standardised Measurement Infrastructures ⬇️

scientific article published on December 13, 2010

Polarity-Based Sentiment Analysis of Georeferenced Tweets Related to the 2022 Twitter Acquisition

scientific article published on 27 January 2023

Portability of semantic and spatial-temporal machine learning methods to analyse social media for near-real-time disaster monitoring

scientific article published in 2021

Privacy Threats and Protection Recommendations for the Use of Geosocial Network Data in Research

Public Perception of Climate Change in Alaska: A Case Study of Opinion-Mining using Twitter

scientific article published in 2018

Routing through open spaces – A performance comparison of algorithms

STEAM Stories: A Co-creation Approach to Building STEAM Skills through Stories of Personal Interest

scientific article published in 2022

Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegypti

scientific article published in May 2023

Spatial Analysis of Moments of Stress Derived from Wearable Sensor Data

scientific article published on 6 November 2019

Spatial crime distribution and prediction for sporting events using social media

scientific article published on 06 February 2020

Spatio-Temporal Machine Learning Analysis of Social Media Data and Refugee Movement Statistics

scientific article published on 23 July 2021

Spatiotemporal event detection: a review

scientific article published on 9 March 2020

The digital layer: alternative data for regional and innovation studies

scientific article published on 14 April 2023

The role of user context in the design of mobile map applications

scientific article published in 2021

TraceBERT-A Feasibility Study on Reconstructing Spatial-Temporal Gaps from Incomplete Motion Trajectories via BERT Training Process on Discrete Location Sequences

scientific article published on 21 February 2022

Ubiquitous Geo-Sensing for Context-Aware Analysis: Exploring Relationships between Environmental and Human Dynamics ⬇️

scientific article published on July 18, 2012

Urban Emotion Sensing Beyond 'Affective Capture': Advancing Critical Interdisciplinary Methods

scientific article published on 03 December 2020

Urban Emotions and Cycling Experience – enriching traffic planning for cyclists with human sensor data

scientific article published in 2016

Using digital traces to build prospective and real-time county-level early warning systems to anticipate COVID-19 outbreaks in the United States

scientific article published on 18 January 2023

Wearables and the Quantified Self: Systematic Benchmarking of Physiological Sensors

scientific article published on 14 October 2019

List of works by Bernd Resch

#AllforJan: How Twitter Users in Europe Reacted to the Murder of Ján Kuciak—Revealing Spatiotemporal Patterns through Sentiment Analysis and Topic Modeling

#London2012: Towards Citizen-Contributed Urban Planning Through Sentiment Analysis of Twitter Data

A Comparative Study of Geocoder Performance on Unstructured Tweet Locations

A Conditional GAN for Generating Time Series Data for Stress Detection in Wearable Physiological Sensor Data

A Framework to Facilitate Advanced Mixed Methods Studies for Investigating Interventions in Road Space for Cycling

A Function-based model of Place

A Geoprivacy by Design Guideline for Research Campaigns That Use Participatory Sensing Data

A Multi-National Human–Computer Interaction Evaluation of the Public Participatory GIS GeoCitizen

A local scale-sensitive indicator of spatial autocorrelation for assessing high- and low-value clusters in multiscale datasets

A statistical test on the local effects of spatially structured variance

Abundant Topological Outliers in Social Media Data and Their Effect on Spatial Analysis

Adapting mobile map application designs to map use context: a review and call for action on potential future research themes

An Augmented Reality Learning Environment for Informal Geoinformatics Education

An Individual-Oriented Algorithm for Stress Detection in Wearable Sensor Measurements

An Interdisciplinary Mixed-Methods Approach to Analyzing Urban Spaces: The Case of Urban Walkability and Bikeability

An eDiary App Approach for Collecting Physiological Sensor Data from Wearables together with Subjective Observations and Emotions

An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time

Analyzing and Predicting Micro-Location Patterns of Software Firms

Applying Spatial Video Geonarratives and Physiological Measurements to Explore Perceived Safety in Baton Rouge, Louisiana

Assessing and Representing Livability through the Analysis of Residential Preference

Assessing the association between overcrowding and human physiological stress response in different urban contexts: a case study in Salzburg, Austria

Author Correction: High-resolution mapping of urban Aedes aegypti immature abundance through breeding site detection based on satellite and street view imagery

Automated Seeded Latent Dirichlet Allocation for Social Media Based Event Detection and Mapping

Beyond Spatial Proximity—Classifying Parks and Their Visitors in London Based on Spatiotemporal and Sentiment Analysis of Twitter Data

Citizen-Centric Urban Planning through Extracting Emotion Information from Twitter in an Interdisciplinary Space-Time-Linguistics Algorithm

Combining Biosensing Technology and Virtual Environments for Improved Urban Planning

Combining machine-learning topic models and spatiotemporal analysis of social media data for disaster footprint and damage assessment

Commuter Mobility Patterns in Social Media: Correlating Twitter and LODES Data

Composition of place: towards a compositional view of functional space

Contextual Sensing: Integrating Contextual Information with Human and Technical Geo-Sensor Information for Smart Cities.

Correction: Abundant Topological Outliers in Social Media Data and Their Effect on Spatial Analysis

Defining and assessing walkability: a concept for an integrated approach using surveys, biosensors and geospatial analysis

Deriving Hospital Catchment Areas from Mobile Phone Data

Detecting Moments of Stress from Measurements of Wearable Physiological Sensors

Developing a Citizen Social Science approach to understand urban stress and promote wellbeing in urban communities

Development of a Standardized, Interdisciplinary Approach for Evaluating the Impact of Infrastructural Interventions on Sustainable Mobility

E2mC: Improving Emergency Management Service Practice through Social Media and Crowdsourcing Analysis in Near Real Time.

Enhanced geocoding precision for location inference of tweet text using spaCy, Nominatim and Google Maps. A comparative analysis of the influence of data selection

Estimating the Spatial Distribution of Crime Events around a Football Stadium from Georeferenced Tweets

Evaluating Urban Bicycle Infrastructures through Intersubjectivity of Stress Sensations Derived from Physiological Measurements

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

Exploratory Spatiotemporal Language Analysis of Geo-Social Network Data for Identifying Movements of Refugees

Extracting and Geocoding Locations in Social Media Posts: A Comparative Analysis

From Urban Stress to Neurourbanism: How Should We Research City Well-Being?

Fusing human and technical sensor data

Generating Big Spatial Data on Firm Innovation Activity from Text- Mined Firm Websites

Geographic Information Extraction from Texts (GeoExT)

Geospatial Analysis of the Building Heat Demand and Distribution Losses in a District Heating Network

Greenwashing in the US metal industry? A novel approach combining SO2 concentrations from satellite data, a plant-level firm database and web text mining

Human-Centric Data Science for Urban Studies

Innovation in hyperlink and social media networks: Comparing connection strategies of innovative companies in hyperlink and social media networks

Investigating the Emotional Responses of Individuals to Urban Green Space Using Twitter Data: A Critical Comparison of Three Different Methods of Sentiment Analysis

LernplattformGW – Learning about and with Geomedia. A Concept for Tutoring and an OER Platform for the Education of Student Teachers

Mining and correlating traffic events from human sensor observations with official transport data using self-organizing-maps

Modeling Patterns in Map Use Contexts and Mobile Map Design Usability

Opportunities and Challenges of Geospatial Analysis for Promoting Urban Livability in the Era of Big Data and Machine Learning

Performing Social Media: Artistic Approaches to Analyzing Big Data

Pervasive Monitoring—An Intelligent Sensor Pod Approach for Standardised Measurement Infrastructures ⬇️

Polarity-Based Sentiment Analysis of Georeferenced Tweets Related to the 2022 Twitter Acquisition

Portability of semantic and spatial-temporal machine learning methods to analyse social media for near-real-time disaster monitoring

Privacy Threats and Protection Recommendations for the Use of Geosocial Network Data in Research

Public Perception of Climate Change in Alaska: A Case Study of Opinion-Mining using Twitter

Routing through open spaces – A performance comparison of algorithms

STEAM Stories: A Co-creation Approach to Building STEAM Skills through Stories of Personal Interest

Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegypti

Spatial Analysis of Moments of Stress Derived from Wearable Sensor Data

Spatial crime distribution and prediction for sporting events using social media

Spatio-Temporal Machine Learning Analysis of Social Media Data and Refugee Movement Statistics

Spatiotemporal event detection: a review

The digital layer: alternative data for regional and innovation studies

The role of user context in the design of mobile map applications

TraceBERT-A Feasibility Study on Reconstructing Spatial-Temporal Gaps from Incomplete Motion Trajectories via BERT Training Process on Discrete Location Sequences

Ubiquitous Geo-Sensing for Context-Aware Analysis: Exploring Relationships between Environmental and Human Dynamics ⬇️

Urban Emotion Sensing Beyond 'Affective Capture': Advancing Critical Interdisciplinary Methods

Urban Emotions and Cycling Experience – enriching traffic planning for cyclists with human sensor data

Using digital traces to build prospective and real-time county-level early warning systems to anticipate COVID-19 outbreaks in the United States

Wearables and the Quantified Self: Systematic Benchmarking of Physiological Sensors