Gennady Andrienko
Biographic Data
| ID | 6746319 |
|---|---|
| NAME | Gennady Andrienko |
| GIVEN NAMES | Gennady |
| FAMILY NAME | Andrienko |
| SIGNATURE | ANDRIENKO G |
| AFFILIATIONS | City, University of London |
| ORCID | 0000-0002-8574-6295 |
| VERIFIED | Yes |
| TOTAL WORKS | 10 |
| TOTAL CITATIONS | 8 |
| AUTHOR COUNT | 10 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2001 |
| LATEST PUBLICATION YEAR | 2023 |
| H-INDEX | 2 |
A conceptual framework for developing dashboards for big mobility data
Dashboards are an increasingly popular form of data visualization. Large, complex, and dynamic mobility data present a number of challenges in dashboard design. The overall aim for dashboard design is to improve information communication and decision making, though big mobility data in particular require considering privacy alongside size and complexity. Taking these issues into account, a gap remains between wrangling mobility data and developin…
Give more data, awareness and control to individual citizens, and they will help Covid-19 containment
The rapid dynamics of COVID-19 calls for quick and effective tracking of virus transmission chains and early detection of outbreaks, especially in the “phase 2” of the pandemic, when lockdown and other restriction measures are progressively withdrawn, in order to avoid or minimize contagion resurgence. For this purpose, contact-tracing apps are being proposed for large scale adoption by many countries. A centralized approach, where data sensed by…
GeoVisual analytics: Interactivity, dynamics, and scale
1
Methods for Analysis of Spatio-Temporal Bluetooth Tracking Data
Analysis of people's movements represented by continuous sequences of spatio-temporal data tuples have received lots of attention in recent years. The focus of those studies was mostly GPS data recorded on a constant sample rate. However, the creation of intelligent location-aware models and environments also requires reliable localization in indoor environments as well as in mixed indoor/outdoor scenarios. In these cases, signal loss makes usage…
GeoViz – Linking Geovisualization with Spatial Analysis and Modelling
GeoViz – Linking Geovisualization with Spatial Analysis and Modelling." Cartographica: The International Journal for Geographic Information and Geovisualization, 46(4), pp. 209–210
Special Issue: Geospatial Visual Analytics
Designing Visual Analytics Methods for Massive Collections of Movement Data
Exploration and analysis of large data sets cannot be carried out using purely visual means but require the involvement of database technologies, computerized data processing, and computational analysis methods. An appropriate combination of these technologies and methods with visualization may facilitate synergetic work of computer and human whereby the unique capabilities of each “partner” can be utilized. We suggest a systematic approach to de…
Testing the Usability of Interactive Maps in CommonGIS
The paper reports on an experimental study aimed at assessing the usability of five different interactive tools for exploratory analysis of geographically referenced data implemented in CommonGIS. Usability was assessed in terms of tool learnability, memorability, and user satisfaction. The study provided valuable data concerning the usability of each individual tool; we also derived some conclusions relevant to geovisualization techniques in gen…
Exploratory Analysis of Spatial Data Using Interactive Maps and Data Mining
S.151-165
Representation and its Relationship with Cartographic Visualization
S.13-28
Testing the Usability of Interactive Maps in CommonGIS
The paper reports on an experimental study aimed at assessing the usability of five different interactive tools for exploratory analysis of geographically referenced data implemented in CommonGIS. Usability was assessed in terms of tool learnability, memorability, and user satisfaction. The study provided valuable data concerning the usability of each individual tool; we also derived some conclusions relevant to geovisualization techniques in gen…
GeoVisual analytics: Interactivity, dynamics, and scale
1
Representation and its Relationship with Cartographic Visualization
S.13-28
Exploratory Analysis of Spatial Data Using Interactive Maps and Data Mining
S.151-165
Exploratory Analysis of Spatial Data Using Interactive Maps and Data Mining
S.151-165
Representation and its Relationship with Cartographic Visualization
S.13-28
Testing the Usability of Interactive Maps in CommonGIS
The paper reports on an experimental study aimed at assessing the usability of five different interactive tools for exploratory analysis of geographically referenced data implemented in CommonGIS. Usability was assessed in terms of tool learnability, memorability, and user satisfaction. The study provided valuable data concerning the usability of each individual tool; we also derived some conclusions relevant to geovisualization techniques in gen…
Designing Visual Analytics Methods for Massive Collections of Movement Data
Exploration and analysis of large data sets cannot be carried out using purely visual means but require the involvement of database technologies, computerized data processing, and computational analysis methods. An appropriate combination of these technologies and methods with visualization may facilitate synergetic work of computer and human whereby the unique capabilities of each “partner” can be utilized. We suggest a systematic approach to de…
Special Issue: Geospatial Visual Analytics
GeoViz – Linking Geovisualization with Spatial Analysis and Modelling
GeoViz – Linking Geovisualization with Spatial Analysis and Modelling." Cartographica: The International Journal for Geographic Information and Geovisualization, 46(4), pp. 209–210
Methods for Analysis of Spatio-Temporal Bluetooth Tracking Data
Analysis of people's movements represented by continuous sequences of spatio-temporal data tuples have received lots of attention in recent years. The focus of those studies was mostly GPS data recorded on a constant sample rate. However, the creation of intelligent location-aware models and environments also requires reliable localization in indoor environments as well as in mixed indoor/outdoor scenarios. In these cases, signal loss makes usage…
GeoVisual analytics: Interactivity, dynamics, and scale
1
Give more data, awareness and control to individual citizens, and they will help Covid-19 containment
The rapid dynamics of COVID-19 calls for quick and effective tracking of virus transmission chains and early detection of outbreaks, especially in the “phase 2” of the pandemic, when lockdown and other restriction measures are progressively withdrawn, in order to avoid or minimize contagion resurgence. For this purpose, contact-tracing apps are being proposed for large scale adoption by many countries. A centralized approach, where data sensed by…
A conceptual framework for developing dashboards for big mobility data
Dashboards are an increasingly popular form of data visualization. Large, complex, and dynamic mobility data present a number of challenges in dashboard design. The overall aim for dashboard design is to improve information communication and decision making, though big mobility data in particular require considering privacy alongside size and complexity. Taking these issues into account, a gap remains between wrangling mobility data and developin…
Computer Science (10 works) · Data mining (8 works) · Data science (8 works) · Visualization (8 works) · Human Mobility and Location-Based Analysis (7 works) · Data Management and Algorithms (6 works) · Cartography (5 works) · Geographic Information Systems Studies (5 works) · Geography (5 works) · Geovisualization (5 works)