Title
Human-machine conversations to support mission-oriented information provision
Abstract
Mission-oriented sensor networks present challenging problems in terms of human-machine collaboration. Human users need to task the network to help them achieve mission objectives, while humans (sometimes the same individuals) are also sources of mission-critical information. We propose a natural language-based conversational approach to supporting human-machine working in mission-oriented sensor networks. We present a model for human-machine and machine-machine interactions in a realistic mission context, and evaluate the model using an existing surveillance mission scenario. The model supports the flow of conversations from full natural language to a form of Controlled Natural Language (CNL) amenable to machine processing and automated reasoning, including high-level information fusion tasks. We introduce a mechanism for presenting the gist of verbose CNL expressions in a more convenient form for human users. We show how the conversational interactions supported by the model include requests for expansions and explanations of machine-processed information.
Year
DOI
Venue
2013
10.1145/2509338.2509342
MiSeNet@MobiCom
Keywords
Field
DocType
realistic mission context,human-machine collaboration,human-machine conversation,convenient form,mission-critical information,mission objective,machine-processed information,human user,mission-oriented sensor network,mission-oriented information provision,existing surveillance mission scenario,high-level information fusion task
Automated reasoning,Human–machine system,Controlled natural language,Expression (mathematics),Computer science,Human–computer interaction,Natural language,Information provision,Artificial intelligence,Natural language processing,Wireless sensor network,Information fusion
Conference
Volume
Issue
ISSN
18
1
1559-1662
Citations 
PageRank 
References 
1
0.37
3
Authors
4
Name
Order
Citations
PageRank
Alun D. Preece1974112.50
Dave Braines26111.18
Diego Pizzocaro3859.76
Christos Parizas452.22