system

Abstract

We provide the system. [Solution] Image recognition means for analyzing the number and movement of objects in a city area using image data collected from observation devices, A text processing means for natural language processing of opinion data obtained from an audio recording device, for keyword extraction and analysis of opinion trends, A predictive modeling method that performs time-series analysis based on the analyzed results to predict future changes in urban areas, A generative model means for generating strategies and investment plans suited to regional characteristics based on prediction results, A system including output means for outputting analysis and prediction results in report format and providing them to users.

Claims

1. Image recognition means for analyzing the number and movement of objects in a city area using image data collected from observation devices, A text processing means for natural language processing of opinion data obtained from an audio recording device, for keyword extraction and analysis of opinion trends, A predictive modeling method that performs time-series analysis based on the analyzed results to predict future changes in urban areas, A generative model means for generating strategies and investment plans suited to regional characteristics based on prediction results, A system including output means for outputting analysis and prediction results in report format and providing them to users.

2. The system according to claim 1, comprising data collection means for collecting data in real time, performing preprocessing, and then transferring the data to a server.

3. The system according to claim 1, further comprising a feedback processing means that receives feedback from users and refines the analysis results based on that feedback, in order to facilitate strategic planning based on changes in urban areas.

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