Method of assessing the effectiveness of measures to form a comfortable urban environment

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The article deals with the urgent problem of inconsistency of the implemented measures to form a comfortable urban environment with the real needs and expectations of citizens. It analyzes the existing methods of assessing such measures, including the index method of assessing the quality of urban environment, used within the framework of the national project “Housing and Urban Environment”, as well as various sociological studies and surveys. The shortcomings of these approaches, such as the limited sample of respondents and survey topics, are noted. The aim of the study is to develop a method for evaluating measures to form a comfortable urban environment based on semantic comparison of citizens' opinions from social networks, search queries and descriptions of the measures themselves using natural language processing algorithms.

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Semantic analysis, tf-idf, transformers, sentence transformer, comfortable urban environment, nlp

Короткий адрес: https://sciup.org/147242626

IDR: 147242626   |   DOI: 10.14529/ctcr240108

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