004 Datenverarbeitung; Informatik
Refine
Year of publication
Document Type
- Article (172)
- Monograph/Edited Volume (160)
- Doctoral Thesis (151)
- Postprint (49)
- Conference Proceeding (38)
- Other (9)
- Master's Thesis (8)
- Part of a Book (2)
- Bachelor Thesis (1)
- Habilitation Thesis (1)
Language
- English (486)
- German (105)
- Multiple languages (2)
Is part of the Bibliography
- yes (593) (remove)
Keywords
- machine learning (19)
- answer set programming (13)
- cloud computing (12)
- Cloud Computing (11)
- Hasso-Plattner-Institut (10)
- maschinelles Lernen (10)
- Forschungsprojekte (9)
- Future SOC Lab (9)
- Hasso Plattner Institute (9)
- In-Memory Technologie (9)
Institute
- Hasso-Plattner-Institut für Digital Engineering gGmbH (193)
- Institut für Informatik und Computational Science (160)
- Hasso-Plattner-Institut für Digital Engineering GmbH (111)
- Fachgruppe Betriebswirtschaftslehre (40)
- Mathematisch-Naturwissenschaftliche Fakultät (23)
- Wirtschaftswissenschaften (18)
- Extern (17)
- Bürgerliches Recht (12)
- Digital Engineering Fakultät (8)
- Institut für Physik und Astronomie (8)
This thesis presents methods, techniques and tools for developing three-dimensional representations of tactical intelligence assessments. Techniques from GIScience are combined with crime mapping methods. The range of methods applied in this study provides spatio-temporal GIS analysis as well as 3D geovisualisation and GIS programming. The work presents methods to enhance digital three-dimensional city models with application specific thematic information. This information facilitates further geovisual analysis, for instance, estimations of urban risks exposure. Specific methods and workflows are developed to facilitate the integration of spatio-temporal crime scene analysis results into 3D tactical intelligence assessments. Analysis comprises hotspot identification with kernel-density-estimation techniques (KDE), LISA-based verification of KDE hotspots as well as geospatial hotspot area characterisation and repeat victimisation analysis. To visualise the findings of such extensive geospatial analysis, three-dimensional geovirtual environments are created. Workflows are developed to integrate analysis results into these environments and to combine them with additional geospatial data. The resulting 3D visualisations allow for an efficient communication of complex findings of geospatial crime scene analysis.