A SOFTWARE ENVIRONMENT FOR AN ADAPTIVE HUMAN-AWARE SOFTWARE AGENT SUPPORTING ATTENTION-DEMANDING TASKS

作者:Bosse Tibor*; Memon Zulfiqar A; Oorburg Rogier; Treur Jan; Umair Muhammad; De Vos Michael
来源:International Journal on Artificial Intelligence Tools, 2011, 20(5): 819-846.
DOI:10.1142/S0218213011000310

摘要

This paper presents a software environment providing human-aware ambient support for a human performing a task that demands substantial amounts of attention. The agent obtains human attention-wareness in an adaptive manner by use of a dynamical model of human attention, gaze sensoring by an eye-tracker, and information about features of the objects in the environment which is parameterised for characteristics of the human specified above. The agent uses a built-in adaptation model to adapt on the fly, the values of these parameters to the personal characteristics of the human. The software agent has been implemented in a component-based manner within the Adobe (R) Flex (R) environment, thereby also integrating the Tobii (R) eye-tracker. It has been applied in a setup for a task where the human has to identify enemies and allies, and eliminate the enemies.

  • 出版日期2011-10