Name
Abstract | ||
|---|---|---|
In this paper, we propose a novel agent-based simulation modeling of human behaviors. A conceptual framework of human behavioral simulation is suggested using the ecological definition of affordances in order to mimic perception-based human actions interacting with the environment. A simulation example of a 'warehouse fire evacuation' is illustrated to demonstrate the applicability of the proposed framework. The perception-based human behaviors and planning algorithms are adapted and embedded within human agent models using the Static and Dynamic Floor Field Indicators, which represent the evacuee's prior knowledge of the floor layout and perceivable information of dynamic environmental changes, respectively. The proposed framework is expected to capture the natural manners in which humans participate in systems and enhance the simulation fidelity by incorporating cognitive intent into human behavior simulations. |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1007/978-3-642-21602-2_40 | HCI (1) |
Keywords | Field | DocType |
human behavior,human action,proposed framework,simulation modeling,affordance-based agent model,simulation fidelity,human behavior simulation,human behavioral simulation,perception-based human behavior,simulation example,human agent model | Fidelity,Computer science,Agent-based social simulation,Simulation modeling,Finite-state machine,Human–computer interaction,Human behavior,Perception,Affordance,Conceptual framework | Conference |
Volume | ISSN | Citations |
6761 | 0302-9743 | 3 |
PageRank | References | Authors |
0.52 | 2 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Namhun Kim | 1 | 35 | 4.98 |
| Jaekoo Joo | 2 | 34 | 3.88 |
| Ling Rothrock | 3 | 55 | 10.68 |
| Richard Wysk | 4 | 6 | 1.43 |
| Young-Jun Son | 5 | 481 | 48.96 |