文本挖掘的经济地理部门分析的纸浆和造纸工业在欧洲俄罗斯

I. Kuzminov, P. Lobanova
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引用次数: 1

摘要

作者指出了对非传统数据源进行分析的必要性和一些现有的机会,以获得一个完整的、更相关的产业空间发展图景。研究方法包括使用文本挖掘经济和地理研究。研究的相关性是由官方统计数据的不完整、相关信息处理技术的廉价和开放获取中大量的大型文本数据源决定的。本文论述了纸浆造纸工业(作为木材工业的重要组成部分)在现代俄罗斯经济和空间发展中的作用。作者确定了俄罗斯欧洲地区纸浆和造纸工业经济和空间发展的主要趋势,得出了预期的行业趋势的结论,并提出了应对行业挑战的战略管理决策建议。作者声称,该行业需要自由化和稳定,主要是通过暂停政策变化。强调了在经济和地理研究中利用大数据,特别是文本挖掘,形成合理、客观的结论的作用,这些结论可用于木材行业和纸浆造纸行业做出及时、平衡的管理决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Text mining for economic geographical sectoral analysis of the pulp and paper industry in European Russia
The authors show the need and some existing opportunities for analysis of non-traditional data sources to obtain a complete and more relevant picture of industries spatial development. The research methodology includes the use of text mining for economic and geographical studies. The relevance of the research is determined by insufficient completeness of official statistical data, cheapening of relevant information processing technologies and abundance of large text data sources in open access. The article discusses the role of the pulp and paper industry (as a key part of the timber industry) in economic and spatial development of modern Russia. The authors identify main trends in the economic and spatial development of the pulp and paper industry of European Russia, draw the conclusions on the expected industry trends and give recommendations for strategic management decisions to respond to industry challenges. The authors claim that the industry needs liberalization and stabilization, primarily through moratoriums on policy changes. The role of the use of big data, and in particular of text mining in economic and geographical research for reasonable and objective conclusions formation that can be used to make timely and balanced management decisions in the timber industry and the pulp and paper industry, is emphasized.
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