利用推荐系统中消费者行为的功能合理化模型管理城市人口的交通活动

Y. Seliverstov, S. A. Seliverstov, N. Podoprigora, A. L. Starichenkov, R. Naryshkin
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引用次数: 0

摘要

概述了现有城市软件在交通和经济方向上的移动应用。一个消费者行为的功能性合理化模型正在建立中。首次建立了消费者行为功能合理化器的软件模型。PMFRCB允许用户通过智能推荐在日常周期中扩展其首选需求(职业、活动)的数量。此外,SM FRCB允许您以成本和使用速度优化需求(活动,活动)。SM FRCB在Python_3中使用库matplotlib, collections, numpy, pyplot, mplot3d制作。对使用功能合理化模型前后的消费者行为进行了分析。本文给出了应用功能合理化模型前后的新旧消费者行为成本结构分析、可能性理论边界内的消费者行为分析和居民运输行为模型的图形结果。展望了进一步改进smfrcb的前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using the Model of a Functional Rationalizer of Consumer Behavior in Recommendation Systems for Managing the Transport Activity of the Urban Population
An overview of existing urban software mobile applications of the transport and economic direction is given. A model of a functional rationalizer of consumer behavior is being built. The software model of the functional rationalizer of consumer behavior (SM FRCB) was developed for the first time. PMFRCB allows the user to expand the number of his preferred needs (occupations, activities) during the daily cycle through intelligent recommendations. Also, SM FRCB allows you to optimize needs (activities, activities) at the cost and rate of their use. The SM FRCB is made in Python_3 using the libraries matplotlib, collections, numpy, pyplot, mplot3d. The analysis of consumer behavior before and after using the functional rationalizer model is carried out. The graphical results of a structural analysis of the costs of old and new consumer behavior, analysis of consumer behavior within the boundaries of the theory of possibilities and the model of transport behavior of a resident before and after applying the functional rationalizer model are presented. The prospects of further improving the SM FRCB are considered.
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