住房模糊推系统:一个系统的文献审查
Emanuel G Muñoz1,2, Jorge Parraga-Alava3, Jaime Meza3
1Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, 14071, Spain.
Heliyon
|March 5, 2024
概括
模糊推系统通过整合模糊逻辑和空间数据来增强房地产推. 未来的系统需要改进信息集成,以提高性能.
科学领域:
- 计算机科学 计算机科学
- 房地产信息学 房地产信息学
背景情况:
- 模糊推系统对于处理房地产市场的不确定性至关重要.
- 现有系统需要加强过以改善住房建议.
研究的目的:
- 系统地审查房地产的模糊推系统.
- 为了确定当前的趋势,挑战和未来的方向在该领域.
主要方法:
- 在六个数据库 (1985-2024) 中使用PRISMA 2020方法的系统文献综述.
- 文件分类和数据可视化使用RawGraph,色数据挖掘,Jamovi和R.
- 基于六个研究问题的50篇主要文章的分析.
主要成果:
- 65%的算法使用模糊逻辑;60%使用空间数据.
- 80%的研究评估了系统性能.
- 关键的挑战包括整合各种信息来源.
结论:
- 模糊逻辑和空间数据在当前系统中很普遍.
- 未来的研究应该专注于混合方法,上下文信息和现实世界的评估.
- 解决信息整合挑战对于推进模糊推系统至关重要.
相关概念视频
Stereotype Content Model
14.7K
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
14.7K
The Anchoring-and-Adjustment Heuristic
7.2K
In order to make good decisions, we use our knowledge and our reasoning. Often, this knowledge and reasoning is sound and solid. However, sometimes, we are swayed by biases or by others manipulating a situation. For example, let’s say you and three friends wanted to rent a house and had a combined target budget of $1,600. The realtor shows you only very run-down houses for $1,600 and then shows you a very nice house for $2,000. Might you ask each person to pay more in rent to get the...
7.2K
Classification of Systems-I
186
Linearity is a system property characterized by a direct input-output relationship, combining homogeneity and additivity.
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
186
Response Surface Methodology
129
Response Surface Methodology (RSM) is a collection of statistical and mathematical techniques used to develop, improve, and optimize processes. It is particularly valuable when many input variables or factors potentially influence a response variable.
The process of RSM involves several key steps:
The process of RSM involves several key steps:
129
Documentation in Long-Term and Home Healthcare Setting
890
Documentation in long-term care facilities and home healthcare settings is crucial for ensuring continuous, coordinated, and comprehensive care for patients. Each setting has its specific documentation processes and tools:
Long-Term Care Facilities
Long-Term Care Facilities
890
Classification of Systems-II
146
Continuous-time systems have continuous input and output signals, with time measured continuously. These systems are generally defined by differential or algebraic equations. For instance, in an RC circuit, the relationship between input and output voltage is expressed through a differential equation derived from Ohm's law and the capacitor relation,
146


