Dialogue Based Decision Making in Online Trading
Journal Title: Transactions on Machine Learning and Artificial Intelligence - Year 2017, Vol 5, Issue 3
Abstract
Software agents, acting on behalf of humans, have been identified as an important solution for future electronic markets. Such agents can make their own decisions based on given prior preferences and the market environment. These preferences can be described using Web Ontology Languages (OWL), while the market mechanism can be represented in a machine-understandable way by utilizing the technique of Semantic Web Services (SWS). Besides, SWS enables agents to automatically discover, select, compose and invoke services. To extend the dependability and interactivity of SWS, we have utilized dialogue games and the Proof-Carrying Code (PCC) to enable buyers to interact with sellers, so that desirable properties for an online auction market can be automatically certified. Our decision-making framework combines formal proofs with informal evidence collected by web services in a dialogue game between a seller and a buyer. We have implemented our approach and experimental results have demonstrated the feasibility as well as the validity of this framework as an enabler for a buyer agent to enter or not an online auction.
Authors and Affiliations
Wei Bai, Emmanuel M. Tadjouddine, Terry R. Payne, Gangmin Li
Keywords
Related Articles
- EP ID EP275524
- DOI 10.14738/tmlai.53.3390
- Views 70
- Downloads 0
Student Mobility in North African Countries and the Need for an Information System for its Management
University cooperation is a major concern in North Africa as in the rest of the world. Indeed, the cooperation of the universities of these countries with their counterparts abroad is very active. The number of actions i...
Automated Medication System for Rural and War Affected Areas
Robot is machine like human beings working in hazardous situations, replace domain experts and provide accurate results. We proposed automated medication system that work like human physician experts in remote locations,...
English Premier League (EPL) Soccer Matches Prediction using An Adaptive Neuro-Fuzzy Inference System (ANFIS) for
Prediction of English Premiership League (EPL) matches has been on the heart and minds of researcher over the pass decades, but none has sufficiently introduced and Adaptive Neuro-Fuzzy Inference System (ANFIS) approach...
Geographical Information System Tool Monitoring the Environmental Impact of Tangier Industrial Zones
Tangier city is classified as Moroccan second economic center after Casablanca, with three classical industrial zones and two free zones. This industrial activity is expected to increase in the next few years, especially...
Towards a Model of a Scalable Middleware Architecture Based on Cloud Computing, Application Reliable Integration and E-Learning Platforms in Academic Information Systems
Throughout the present article , we will examine, on the one hand, systems integration approaches of eLearning applications in university’s information systems. On the other hand, we will establish a study about the inte...