Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Population distribution prediction method based on physical space and social network space interaction

A technology of spatial interaction and social network, which is applied in the field of population distribution prediction based on the interaction between physical space and social network space to achieve the effect of accurate prediction

Active Publication Date: 2021-02-26
INST OF GEOGRAPHICAL SCI & NATURAL RESOURCE RES CAS
View PDF11 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Existing population distribution prediction methods mainly focus on the interaction in physical space or the sequence of activity intensity in temporal patterns, ignoring the impact of social network spatial interaction on population distribution

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Population distribution prediction method based on physical space and social network space interaction
  • Population distribution prediction method based on physical space and social network space interaction
  • Population distribution prediction method based on physical space and social network space interaction

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0048] The present invention discloses a population distribution prediction method based on the interaction between physical space and social network space, an intelligent terminal, and a storage medium. Detailed description. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0049]Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "said" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the description of the present invention refers to the presence of said features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, Integers, steps, operations, elements, components, and / or groups thereof. It will be understood that when an element is referred to as being "connected" or "c...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a population distribution prediction method based on physical space and social network space interaction, and the method comprises the steps: obtaining historical fine space-time scale population data, and carrying out the preprocessing of the historical fine space-time scale population data, and obtaining preprocessed data; generating a space interaction fusion matrix according to the preprocessed data; generating a population distribution prediction model according to the spatial interaction fusion matrix; and obtaining population distribution prediction data according to the population distribution prediction model. According to the population distribution prediction method provided by the embodiment of the invention, the interaction between the physical space and the social network space is considered at the same time, and the fine space-time scale population distribution data can be predicted more accurately.

Description

technical field [0001] The invention relates to the technical fields of urban planning and geography, and in particular to a population distribution prediction method based on the interaction between physical space and social network space. Background technique [0002] Population changes in geographic spatial units are a macroscopic manifestation of human movement in space and are closely related to social and economic development. Population distribution statistics are widely used in urban planning, road traffic, environmental protection, medical and health and other fields. Mastering the dynamic changes of urban population density at a fine temporal and spatial scale, exploring the characteristics of urban population movement and its evolution law, can provide important decisions for urban land use planning and traffic planning, risk assessment of public safety incidents and emergency command, commercial location selection and advertising delivery, etc. in accordance wit...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06Q10/04G06Q50/00G06N3/04G06K9/62G06F30/27G06F17/16
CPCG06Q10/04G06Q50/01G06F17/16G06F30/27G06N3/044G06N3/045G06F18/214
Inventor 李明晓高松张恒才陆锋涂伟
Owner INST OF GEOGRAPHICAL SCI & NATURAL RESOURCE RES CAS
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com