Paper Info
Title
Evaluation of Measurement Techniques for the Validation of Agent-Based Simulations Against Streaming Data
Abstract
This paper presents a study evaluating the applicability of several different measures to the validation of Agent-Based Modeling simulations against streaming data. We evaluate the various measurements and validation techniques using pedestrian movement simulations used in the WIPER system. The Wireless Integrated Phone-based Emergency Response (WIPER) system is a Dynamic Data-Driven Application System (DDDAS) that uses a stream of cellular network activity to detect, classify and predict crisis events. The WIPER simulation is essential to classification and prediction tasks, as the simulations model human activity, both in movement and cell phone activity, in an attempt to better understand crisis events.
Year
DOI
Venue
2008
10.1007/978-3-540-69389-5_3
ICCS (3)
Keywords
Field
DocType
validation technique,agent-based modeling simulation,agent-based simulations,dynamic data-driven application system,wiper system,pedestrian movement simulation,simulations model human activity,measurement techniques,wiper simulation,cell phone activity,cellular network activity,crisis event,streaming data,simulation model,cellular network
Pedestrian,Wireless,Computer science,Euclidean distance,Real-time computing,Phone,Streaming data,Cellular network,Distributed computing
Conference
Volume
ISSN
Citations 
5103
0302-9743
11
PageRank 
References 
Authors
0.65
1
2
Name
Order
Citations
PageRank
Timothy W. Schoenharl1141.18
Greg Madey21539.65