TY - JOUR
T1 - Information extraction in emergency management missions
T2 - An adaptive multi-agent approach
AU - Calderon, Ana C.
AU - Johnson, Peter
N1 - Publisher Copyright:
Copyright © 2017 Inderscience Enterprises Ltd.
PY - 2017/7/10
Y1 - 2017/7/10
N2 - With increasing demands for autonomous agents to work alongside humans in emergency management response (EMR), considerations of translations of human to machine language (and the converse) are timely. We present a prototype where the translation is dealt with by restricting communications to occur through a form of controlled natural language (CNL) (Fuchs and Schwitter, 1995). The prototype is new in that it allows for communications between both physical and virtual autonomous agents, agents are assigned different levels of autonomy, and it includes a level of information hiding that allows for information to be passed to relevant agents, whilst keeping those (humans) involved anonymous. A real-life mission is then used to exemplify how information is retrieved and communicated in the prototype. Finally, some usability experimental results are presented.
AB - With increasing demands for autonomous agents to work alongside humans in emergency management response (EMR), considerations of translations of human to machine language (and the converse) are timely. We present a prototype where the translation is dealt with by restricting communications to occur through a form of controlled natural language (CNL) (Fuchs and Schwitter, 1995). The prototype is new in that it allows for communications between both physical and virtual autonomous agents, agents are assigned different levels of autonomy, and it includes a level of information hiding that allows for information to be passed to relevant agents, whilst keeping those (humans) involved anonymous. A real-life mission is then used to exemplify how information is retrieved and communicated in the prototype. Finally, some usability experimental results are presented.
KW - EMR
KW - Emergency information system
KW - Emergency management response
KW - Human and autonomous system interaction
UR - http://www.scopus.com/inward/record.url?scp=85024117481&partnerID=8YFLogxK
U2 - 10.1504/IJEM.2017.085007
DO - 10.1504/IJEM.2017.085007
M3 - Article
AN - SCOPUS:85024117481
SN - 1471-4825
VL - 13
SP - 216
EP - 234
JO - International Journal of Emergency Management
JF - International Journal of Emergency Management
IS - 3
ER -