Autonomous cooperation technology for real-time marketing with high accuracy in autonomous decentralized community system

Y. Horikoshi, N. Kaji, H. Kuriyama, Yosuke Sugiyama
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引用次数: 1

Abstract

A group of users having a common preference and situation is called community where a service according to their preference and situation is provided. Real-time marketing for this service requires real-time property and accuracy of these preferences obtained by a service provider. Autonomous decentralized community system that consists of autonomous nodes and autonomous synchronization technology have been proposed to achieve timeliness by reducing the number of preferences data towards a service provider. Although this technology achieves high accuracy, many varieties of preference cannot be aggregated within a deadline. In this paper, heterogeneous processes about timeliness and accuracy are introduced. An autonomous cooperation technology is proposed to achieve both real-time property and accuracy. In this technology, each node autonomously switches from high-accuracy and low-response process to low-accuracy and high-response process. Consequently, high accuracy result in real-time is procured. Simulation results show effectiveness of the proposed technology.
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自治分散社区系统中高精度实时营销的自治协作技术
拥有共同偏好和情况的一组用户称为社区,社区根据用户的偏好和情况提供服务。该服务的实时营销需要服务提供商获得这些偏好的实时性和准确性。提出了由自治节点和自治同步技术组成的自治分散社区系统,通过减少对服务提供者的偏好数据数量来实现时效性。虽然该技术实现了较高的准确性,但许多种类的偏好无法在期限内汇总。本文介绍了时效性和准确性的异构过程。提出了一种既能实现实时性又能保证准确性的自主协作技术。在该技术中,每个节点可以自主地从高精度低响应过程切换到低精度高响应过程。因此,获得了高精度的实时结果。仿真结果表明了该技术的有效性。
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