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Hits 1 – 2 of 2
1
M.P.: Flexible protocol specification and execution: Applying event calculus planning using commitments
Pınar Yolum
;
Munindar P. Singh
In: http://www.cmpe.boun.edu.tr/courses/cmpe593/spring2006/reading/p273-yolum.pdf (2002)
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2
Extracting Normative Relationships from Business Contracts
Xibin Gao
;
Munindar P. Singh
In: http://www.csc.ncsu.edu/faculty/mpsingh/papers/others/AAMAS-14-Normative.pdf
Abstract:
The normative concepts offer a principled basis for engineer-ing flexible multiagent systems for business and other cross-organizational settings. However, producing suitable specifi-cations is nontrivial: the difficulty is an obstacle to the adop-tion of multiagent systems in industry. This paper considers normative relationships of six main types, namely, commit-ments (both practical and dialectical), authorizations, pow-ers, prohibitions, and sanctions. It applies natural language processing and machine learning to extract these relation-ships from business contracts, establishing that they are re-alistic and their encoding can assist modelers, thereby low-ering a barrier to adoption. A ten-fold cross-validation over more than 800 sentences randomly drawn from a corpus of real-life contracts (and manually labeled) yields promising results for the viability of this approach.
Keyword:
Agent-oriented software requirements
;
Categories and Subject Descriptors I.2.11 [Artificial Intelligence
;
D.2.1 [Software Engineer- ing
;
Distributed Artificial Intel- ligence—multiagent systems
;
Experimentation Keywords Norms
;
Requirements/Specifications—Tools General Terms Algorithm
URL:
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.642.549
http://www.csc.ncsu.edu/faculty/mpsingh/papers/others/AAMAS-14-Normative.pdf
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