TY - GEN
T1 - HEALER
T2 - 15th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2016
AU - Yadav, Amulya
AU - Kamar, Ece
AU - Grosz, Barbara
AU - Tambe, Milind
N1 - Publisher Copyright:
Copyright © 2016, International Foundation for Autonomous Agents and Multiagent Systems (www.ifaamas.org). All rights reserved.
PY - 2016
Y1 - 2016
N2 - Adaptive software agents like HEALER have been proposed in the literature recently to recommend intervention plans to homeless shelter officials. However, generating networks for HEALER's input is challenging. Moreover, HEALER's solutions are often counter-intuitive to people. This demo paper makes two contributions. First, we demonstrate HEALER's Facebook application, which parses the Facebook contact lists in order to construct an approximate social network for HEALER. Second, we present a software interface to run human subject experiments (HSE) to understand human biases in recommendation of intervention plans. We plan to use data collected from these HSEs to build an explanation system for HEALER's solutions.
AB - Adaptive software agents like HEALER have been proposed in the literature recently to recommend intervention plans to homeless shelter officials. However, generating networks for HEALER's input is challenging. Moreover, HEALER's solutions are often counter-intuitive to people. This demo paper makes two contributions. First, we demonstrate HEALER's Facebook application, which parses the Facebook contact lists in order to construct an approximate social network for HEALER. Second, we present a software interface to run human subject experiments (HSE) to understand human biases in recommendation of intervention plans. We plan to use data collected from these HSEs to build an explanation system for HEALER's solutions.
UR - https://www.scopus.com/pages/publications/85014207812
UR - https://www.scopus.com/pages/publications/85014207812#tab=citedBy
M3 - Conference contribution
AN - SCOPUS:85014207812
T3 - Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
SP - 1504
EP - 1506
BT - AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems
PB - International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
Y2 - 9 May 2016 through 13 May 2016
ER -