<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Privacy-aware agent-based simulation for modeling indoor movement patterns in university campuses"^^ . "This master thesis explores the development of a privacy-conscious methodology for modeling indoor movement\r\npatterns in campus environments using Agent-Based Simulation (ABS). The primary research question addresses\r\nhow movement can be accurately modeled while ensuring the privacy of individuals. The study utilizes WiFi-based\r\noccupancy data and an adapted PageRank algorithm to predict movement behaviors within university buildings\r\nwithout individual tracking. The ABS model incorporates various factors, including agent ontologies, room attractiveness, and spatial relationships, to simulate realistic indoor movement patterns. The model is validated using\r\nreal-world data from the University of Groningen, demonstrating strong correlation between simulated and observed\r\nbuilding occupancy. The findings highlight the effectiveness of the methodology in replicating movement patterns\r\nacross different areas of the building, though some areas required further refinement. The use of aggregate data\r\nensures privacy preservation, successfully balancing the need for data-driven insights with ethical data practices.\r\nThis research contributes a novel approach to the field of indoor spatial analysis, with practical applications for\r\nspace management, energy efficiency, and campus planning. The flexible framework developed can be adapted to\r\nvarious indoor environments, offering significant potential for future research and implementation."^^ . "2024" . . . . . . . "Elmeri"^^ . "Niemi"^^ . "Elmeri Niemi"^^ . . . . . . "Privacy-aware agent-based simulation for modeling indoor movement patterns in university campuses (Text)"^^ . . . "niemis3783723mscthesisfinal.pdf"^^ . . . "Privacy-aware agent-based simulation for modeling indoor movement patterns in university campuses (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "Privacy-aware agent-based simulation for modeling indoor movement patterns in university campuses (Other)"^^ . . . . . . "preview.jpg"^^ . . . "Privacy-aware agent-based simulation for modeling indoor movement patterns in university campuses (Other)"^^ . . . . . . "medium.jpg"^^ . . . "Privacy-aware agent-based simulation for modeling indoor movement patterns in university campuses (Other)"^^ . . . . . . "small.jpg"^^ . . . "Privacy-aware agent-based simulation for modeling indoor movement patterns in university campuses (Other)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #4763 \n\nPrivacy-aware agent-based simulation for modeling indoor movement patterns in university campuses\n\n" . "text/html" . .