Abstract
In today’s world, it is challenging to find an application in any field that does not necessitate or cannot benefit from a sophisticated decision-making mechanism. This arises from the trend for more complex approaches to problems and their functionalities. The process of decision making becomes more demanding and complicated as the number of parameters is on the rise. One example of such a field that the decisions have a major influence on a large number of people is Food-Energy-Water where many parameters and stakeholders are included in decision makings. In this paper, we presented a Decision Support System using a Trust Management Framework which calculates and anticipates trust among participants using their direct pairwise interactions and help them reach consensus. Results showed that our system can detect unfair ratings by participants and knowledge by an actor that would be widely accepted by other stakeholders.
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References
Alfantoukh, L., Ruan, Y., Durresi, A.: Trust-based multi-stakeholder decision making in water allocation system. In: International Conference on Broadband and Wireless Computing, Communication and Applications, pp. 314–327. Springer (2017)
Alfantoukh, L., Ruan, Y., Durresi, A.: Multi-stakeholder consensus decision-making framework based on trust: a generic framework. In: 2018 IEEE 4th International Conference on Collaboration and Internet Computing (CIC), pp. 472–479. IEEE (2018)
Babbar-Sebens, M., Minsker, B.S.: Interactive genetic algorithm with mixed initiative interaction for multi-criteria ground water monitoring design. Appl. Soft Comput. 12(1), 182–195 (2012)
Dong, Y., Xu, J.: Consensus Building in Group Decision Making. Springer (2016)
Hamilton, S.H., ElSawah, S., Guillaume, J.H., Jakeman, A.J., Pierce, S.A.: Integrated assessment and modelling: overview and synthesis of salient dimensions. Environ. Model. Softw. 64, 215–229 (2015)
Jøsang, A.: Trust-based decision making for electronic transactions. In: Proceedings of the fourth Nordic Workshop on Secure Computer Systems (NORDSEC 1999), pp. 496–502 (1999)
Jøsang, A., Ažderska, T., Marsh, S.: Trust transitivity and conditional belief reasoning. In: IFIP International Conference on Trust Management, pp. 68–83. Springer (2012)
Kambiz, M.: Multi-Stakeholder Decision Making for Complex Problems: A Systems Thinking Approach with Cases. World Scientific (2016)
Kim, D.J., Ferrin, D.L., Rao, H.R.: A trust-based consumer decision-making model in electronic commerce: the role of trust, perceived risk, and their antecedents. Decis. Support Syst. 44(2), 544–564 (2008)
Kim, Y.A., Song, H.S.: Strategies for predicting local trust based on trust propagation in social networks. Knowl.-Based Syst. 24(8), 1360–1371 (2011)
Morecroft, J.D.: System dynamics: portraying bounded rationality. Omega 11(2), 131–142 (1983)
Morecroft, J.D.: A systems perspective on material requirements planning. Decis. Sci. 14(1), 1–18 (1983)
Morecroft, J.D., Larsen, E.R., Lomi, A., Ginsberg, A.: The dynamics of resource sharing: a metaphorical model. Syst. Dyn. Rev. 11(4), 289–309 (1995)
Ruan, Y., Durresi, A.: A survey of trust management systems for online social communities-trust modeling, trust inference and attacks. Knowl.-Based Syst. 106, 150–163 (2016)
Ruan, Y., Durresi, A.: A trust management framework for cloud computing platforms. In: 2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA), pp. 1146–1153. IEEE (2017)
Ruan, Y., Durresi, A., Alfantoukh, L.: Trust management framework for internet of things. In: 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA), pp. 1013–1019. IEEE (2016)
Ruan, Y., Durresi, A., Alfantoukh, L.: Using Twitter trust network for stock market analysis. Knowl.-Based Syst. 145, 207–218 (2018)
Ruan, Y., Durresi, A., Uslu, S.: Trust assessment for internet of things in multi-access edge computing. In: 2018 IEEE 32nd International Conference on Advanced Information Networking and Applications (AINA), pp. 1155–1161. IEEE (2018)
Ruan, Y., Zhang, P., Alfantoukh, L., Durresi, A.: Measurement theory-based trust management framework for online social communities. ACM Trans. Internet Technol. (TOIT) 17(2), 16 (2017)
Shambour, Q., Lu, J.: A hybrid trust-enhanced collaborative filtering recommendation approach for personalized government-to-business e-services. Int. J. Intell. Syst. 26(9), 814–843 (2011)
Shambour, Q., Lu, J.: A trust-semantic fusion-based recommendation approach for e-business applications. Decis. Support Syst. 54(1), 768–780 (2012)
Sutcliffe, A.G., Wang, D., Dunbar, R.I.: Modelling the role of trust in social relationships. ACM Trans. Internet Technol. (TOIT) 15(4), 16 (2015)
Uslu, S., Ruan, Y., Durresi, A.: Trust-based decision support system for planning among food-energy-water actors. In: Conference on Complex, Intelligent, and Software Intensive Systems, pp. 440–451. Springer (2018)
Zhang, P., Durresi, A., Barolli, L.: Survey of trust management on various networks. In: 2011 International Conference on Complex, Intelligent and Software Intensive Systems (CISIS), pp. 219–226. IEEE (2011)
Zhang, P., Durresi, A., Ruan, Y., Durresi, M.: Trust based security mechanisms for social networks. In: 2012 Seventh International Conference on Broadband, Wireless Computing, Communication and Applications (BWCCA), pp. 264–270. IEEE (2012)
Acknowledgements
This work was partially supported by the National Science Foundation under Grant No. 1547411 and by the U.S. Department of Agriculture (USDA) National Institute of Food and Agriculture (NIFA) (Award Number 2017-67003-26057) via an interagency partnership between USDA-NIFA and the National Science Foundation (NSF) on the research program Innovations at the Nexus of Food, Energy and Water Systems.
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Uslu, S., Kaur, D., Rivera, S.J., Durresi, A., Babbar-Sebens, M. (2020). Decision Support System Using Trust Planning Among Food-Energy-Water Actors. In: Barolli, L., Takizawa, M., Xhafa, F., Enokido, T. (eds) Advanced Information Networking and Applications. AINA 2019. Advances in Intelligent Systems and Computing, vol 926. Springer, Cham. https://doi.org/10.1007/978-3-030-15032-7_98
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DOI: https://doi.org/10.1007/978-3-030-15032-7_98
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