Agents and Data Mining Interaction: 10th International by Longbing Cao

By Longbing Cao

This ebook constitutes the completely refereed and revised chosen papers from the tenth foreign Workshop on brokers and information Mining Interactions, ADMI 2014, held in Paris, France, in could 2014 as satellite tv for pc workshop of AAMAS 2014, the thirteenth foreign convention on self reliant brokers and Multiagent Systems.

The eleven papers awarded have been rigorously reviewed and chosen from quite a few submissions for inclusion during this quantity. They current present learn and engineering effects, in addition to power demanding situations and customers encountered within the respective groups and the coupling among brokers and information mining.

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Additional info for Agents and Data Mining Interaction: 10th International Workshop, ADMI 2014, Paris, France, May 5-9, 2014, Revised Selected Papers

Sample text

First, the independent cascade model is generalized to multiplex networks incorporating the two aspects of temporal dynamics. Then, numerical modeling based on the mean-filed assumption is proposed to grasp the macroscopic behaviors of temporal propagation dynamics in multiplex networks, and the microcosmic influence of the two aspects of temporal dynamics is discussed with the aid of two simple case studies. By contrast to the multi-agent simulation, numerical modeling can predict the propagation in multiplex networks by a slight margin.

One of such strategy is decision fusion, for example, that is well investigated in the information fusion research community. Other situation occurs in the case dealing with learning of semantic CF filtering-based mechanism. Here, like CBF case, several agents have to assist Agent-Based Customer Profile Learning in 3G Recommender Systems 21 RS in learning use case to work with multiple data sources, if any. Additional functions of agents are associated with on-line search for similar customers and corresponding similarity measures.

Sci. 109(1), 68–72 (2012) 21. : Uncovering the temporal dynamics of diffusion networks. In: Proceedings of the 28th International Conference on Machine Learning, pp. uk Department of Electronics and Electrical Engineering, The University of Liverpool, Liverpool L69 3BX, UK Abstract. Multi-agent Based Simulation (MABS) is concerned with the utilisation of agent based technology for the purpose of running simulations of real world scenarios. The challenge is in encoding the agents so that they operate as realistically as possible.

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