Application of Prediction Model Using Parallel Computing in Music Cultural Facilities

Abstract

The important carrier of urban music and cultural activities is urban music and cultural facilities. In today’s environment of rapid urban development and continuous acceleration of people’s pace of life, the previous problems of music and cultural facilities with out-of-order combination, unbalanced layout and distorted scale cannot meet the basic music and cultural needs put forward by citizens. Therefore, more and more people begin to expect a reasonable layout of music and cultural facilities in their living environment. For this problem, this paper uses the prediction model of parallel computing when applying music and cultural facilities. The proposed model takes Chongqing as the research object and analyzes the construction of music and cultural facilities in various districts of the Chongqing. We investigate the specific number of music and cultural facilities in various districts and the surrounding population. Furthermore, we study whether the equipped music and cultural facilities meet people’s actual needs. Form our evaluation, it is concluded that certain districts of the Chongqing have rich educational facilities, while other districts have a very balanced distribution of music and cultural facilities, and there are different degrees of imbalance in music and cultural facilities in other regions. Through analyzing the fairness of music and cultural facilities, the Lorentz curve of music and cultural facilities is drawn based on the population proportion of each region, and the Gini fairness coefficient is calculated to be 0.53. The attractiveness of the music and cultural facilities in Chongqing is analyzed according to the road traffic and public transportation of each region.

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“…Cultural facilities generally refer to public facilities that educate and promote art and culture, including theatres, museums, and libraries (Jensen et al, 2020). In a broad sense, Spaces used to provide cultural exchange and learning can be referred to as cultural facilities (Zhang. J., 2022).…”

Applying Spatial Techniques in Understanding Evolution and Accessibility of Cultural Facilities based on Multi-Source Data: A Case Study in Xiamen, China

“…Cultural facilities generally refer to public facilities that educate and promote art and culture, including theatres, museums, and libraries (Jensen et al, 2020). In a broad sense, Spaces used to provide cultural exchange and learning can be referred to as cultural facilities (Zhang. J., 2022).…”