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Web-based GIS for live GV of land generation through utilitarian association rule mining and multiple regression analysis for Chennai district

机译:基于网络的GIS,通过功利协会挖掘和钦奈区的多元回归分析

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In this paper, the Guideline Value (GV) of land is automatically generated via a utilitarian model, which consists of a multilevel regression predictor and an association rule. The utilitarian model generates GV for the Chennai area land in Tamil Nadu, India. In the existing system, the land GV is fixed based on the market price. The GV is revised according to market analysis, every 2 years, and creates an anomaly in price, causing loss to the government of Tamil Nadu. In the utilitarian GV pricing model, with the survey number or the street name entered in the website, the GV generates automatically. The automatic generation of the GV in the website is based on the real-time calculation of the distance between the spatial and environmental parameters and the type of land use collected through a geographical information system. From the result, the utilitarian model provides 85% accuracy in the automated GV generation of land. The accuracy is evaluated through the Buyer Acceptance Testing (BAT) for the present and utilitarian guideline value.
机译:在本文中,通过功利模型自动生成土地的指南值(GV),该模型由多级回归预测器和关联规则组成。功利主义模式为印度泰米尔纳德邦的钦奈地区土地产生了GV。在现有系统中,土地GV根据市场价格定位。该GV根据市场分析,每2年修订,并以价格为代价创造出异常,造成泰米尔纳德政府的损失。在功利主义GV定价模型中,通过在网站中输入的调查编号或街道名称,GV自动生成。网站中的GV的自动生成是基于空间和环境参数之间的距离的实时计算以及通过地理信息系统收集的土地使用类型。从结果来看,功利主义模式在自动化的GV生成中提供了85%的准确性。通过买方验收测试(BAT)为目前和功利的准则价值评估准确性。

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