Social implications of agent-based planning support for human teams

We present a field trial of how instructions from an intelligent planning agent are dealt with by distributed human teams, in a time-critical task setting created through a mixed-reality game. We conduct interaction analysis to examine video recorded field observations and game log data. The finding...

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Main Authors: Jiang, Wenchao, Fischer, Joel E., Greenhalgh, Chris, Ramchurn, Sarvapali D., Wu, Feng, Jennings, Nicholas R., Rodden, Tom
Format: Conference or Workshop Item
Published: 2014
Subjects:
Online Access:https://eprints.nottingham.ac.uk/28861/
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author Jiang, Wenchao
Fischer, Joel E.
Greenhalgh, Chris
Ramchurn, Sarvapali D.
Wu, Feng
Jennings, Nicholas R.
Rodden, Tom
author_facet Jiang, Wenchao
Fischer, Joel E.
Greenhalgh, Chris
Ramchurn, Sarvapali D.
Wu, Feng
Jennings, Nicholas R.
Rodden, Tom
author_sort Jiang, Wenchao
building Nottingham Research Data Repository
collection Online Access
description We present a field trial of how instructions from an intelligent planning agent are dealt with by distributed human teams, in a time-critical task setting created through a mixed-reality game. We conduct interaction analysis to examine video recorded field observations and game log data. The findings highlight the social process by which players interpret and negotiate the agent guidance as well as how these are intertwined with social dynamics of the teams. The insights can be used to develop an understanding of interactional issues around automated team instructions and inform the design of human-centred planning support systems.
first_indexed 2025-11-14T19:03:49Z
format Conference or Workshop Item
id nottingham-28861
institution University of Nottingham Malaysia Campus
institution_category Local University
last_indexed 2025-11-14T19:03:49Z
publishDate 2014
recordtype eprints
repository_type Digital Repository
spelling nottingham-288612020-05-04T16:47:46Z https://eprints.nottingham.ac.uk/28861/ Social implications of agent-based planning support for human teams Jiang, Wenchao Fischer, Joel E. Greenhalgh, Chris Ramchurn, Sarvapali D. Wu, Feng Jennings, Nicholas R. Rodden, Tom We present a field trial of how instructions from an intelligent planning agent are dealt with by distributed human teams, in a time-critical task setting created through a mixed-reality game. We conduct interaction analysis to examine video recorded field observations and game log data. The findings highlight the social process by which players interpret and negotiate the agent guidance as well as how these are intertwined with social dynamics of the teams. The insights can be used to develop an understanding of interactional issues around automated team instructions and inform the design of human-centred planning support systems. 2014-05-19 Conference or Workshop Item PeerReviewed Jiang, Wenchao, Fischer, Joel E., Greenhalgh, Chris, Ramchurn, Sarvapali D., Wu, Feng, Jennings, Nicholas R. and Rodden, Tom (2014) Social implications of agent-based planning support for human teams. In: Collaboration Technologies and Systems (CTS), 2014 International Conference on, 19-23 May 2014, Minneapolis, USA. Multi-Agent Systems Planning (Artificial Intelligence) Social Sciences Computing Agent Guidance Agent-Based Planning Support Automated Team Instructions Distributed Human Team Social Dynamics Game Log Data Human-Centred Planning Support Systems Intelligent Planning Agent Interaction Analysis Mixed-Reality Game Social Process Video Recorded Field Observations Computational Modeling Games Legged Locomotion Planning Resource Management Turning Virtual Reality Coalition Formation Human-Agent Interaction Instructions Mixed Reality Game Planning Support Team Coordination http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6867582
spellingShingle Multi-Agent Systems
Planning (Artificial Intelligence)
Social Sciences Computing
Agent Guidance
Agent-Based Planning Support
Automated Team Instructions
Distributed Human Team Social Dynamics
Game Log Data
Human-Centred Planning Support Systems
Intelligent Planning Agent
Interaction Analysis
Mixed-Reality Game
Social Process
Video Recorded Field Observations
Computational Modeling
Games
Legged Locomotion
Planning
Resource Management
Turning
Virtual Reality
Coalition Formation
Human-Agent Interaction
Instructions
Mixed Reality Game
Planning Support
Team Coordination
Jiang, Wenchao
Fischer, Joel E.
Greenhalgh, Chris
Ramchurn, Sarvapali D.
Wu, Feng
Jennings, Nicholas R.
Rodden, Tom
Social implications of agent-based planning support for human teams
title Social implications of agent-based planning support for human teams
title_full Social implications of agent-based planning support for human teams
title_fullStr Social implications of agent-based planning support for human teams
title_full_unstemmed Social implications of agent-based planning support for human teams
title_short Social implications of agent-based planning support for human teams
title_sort social implications of agent-based planning support for human teams
topic Multi-Agent Systems
Planning (Artificial Intelligence)
Social Sciences Computing
Agent Guidance
Agent-Based Planning Support
Automated Team Instructions
Distributed Human Team Social Dynamics
Game Log Data
Human-Centred Planning Support Systems
Intelligent Planning Agent
Interaction Analysis
Mixed-Reality Game
Social Process
Video Recorded Field Observations
Computational Modeling
Games
Legged Locomotion
Planning
Resource Management
Turning
Virtual Reality
Coalition Formation
Human-Agent Interaction
Instructions
Mixed Reality Game
Planning Support
Team Coordination
url https://eprints.nottingham.ac.uk/28861/
https://eprints.nottingham.ac.uk/28861/