Decision Support Systems based on Artificial Intelligence Technologies
Research members： Katsuhide Fujita PhD.
Research fields： Human informatics, Frontiers of informatics
Departments： Institute of Engineering
Keywords： Multi-agent Systems, Automated Negotiation, Text Mining, Decision Support System, Artificial Intelligence, AI
Web site：
Summary
It is important that negotiating an acceptable agreement always includes common goals. In the real world, the large-scale negotiations and agreements are necessary to cooperate among people. However, the supports by computational intelligence and human intelligence are the one of a key point to achieve the aims of improving the possibilities of decision makings. We propose, build and evaluate following theories, models and systems in real world.
1. Automated Negotiations: Automated Negotiating Agents and Protocols
2. Multi-Agent System: Cooperation, Coordination, Negotiation, Agreement Technologies
3. Text Mining: Citation Network Analysis, Linkage Analysis between Multiple Datasets, Complex Network Analysis, Information Retrieval
4. AI-based Decision Support System: Visualization, Electronic Commerce (E-commerce)
Reference articles and patents
- Katsuhide Fujita, Takayuki Ito, Mark Klein “Efficient issue-grouping approach for multiple interdependent issues negotiation between exaggerator agents”, Decision Support Systems, Vol.60, pp.10-17, 2014. DOI: 10.1016/j.dss.2013.05.016
- Katsuhide Fujita, Takayuki Ito, and Mark Klein, “An Approach to Scalable Multi-issue Negotiation: Decomposing the Contract Space", Computational Intelligence, Vol.30, No.1, pp.30-47, 2014. DOI: 10.1111/j.1467-8640.2012.00462.x
- Katsuhide Fujita, Yuya Kajikawa, Junichiro Mori and Ichiro Sakata “Detecting research fronts using different types of weighted citation networks," Journal of Engineering and Technology Management, Volume 32, 129-146, 2014. DOI: 10.1016/j.jengtecman.2013.07.002
- Tim Baarslag, Katsuhide Fujita, Enrico Gerding, Koen Hindriks, Takayuki Ito, Nick R. Jennings, Catholijn Jonker, Sarit Kraus, Raz Lin, Valentin Robu, Colin Williams, “Evaluating practical negotiating agents: Results and analysis of the 2011 international competition”, Artificial Intelligence Journal (AIJ), Vol.198, pp.73-103, 2013. DOI: 10.1016/j.artint.2012.09.004
- Katsuhide Fujita, Takayuki Ito, Mark Klein, “A Secure and Fair Protocol that Addresses Weaknesses of the Nash Bargaining Solution in Nonlinear Negotiation”, Group Decision and Negotiation, Springer, Volume 21, Number 1, 29-47, 2012. DOI: 10.1007/s10726-010-9194-6
Contact
University Research Administration Center(URAC),
Tokyo University of Agriculture andTechnology
urac[at]ml.tuat.ac.jp
(Please replace [at] with @.)