Comparison of Two Network-Theory-Based Methods for detecting Functional Regions

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
S. Drobne, Alberto Garre, E. Hontoria, Miha Konjar
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引用次数: 2

Abstract

Abstract Background: Functional regions are abstract, uniformly defined territorial units that form an important basis for many development strategies of a country or a region. Objectives: This study analyses the application of network theory to the detection of such regions. Methods/Approach: Functional regions are analysed using two methods based on the graph theory: the Walktrap algorithm and the chain approach. The quality of the two regionalization methods is analysed using the fuzzy set theory with the revised method. Slovenia was used as a case study. Results: The Walktrap algorithm generated eight functional regions; seven of them corresponded to those identified in previous studies. The only difference occurred in the northwestern mountainous part of Slovenia. The chain approach led to similar results, although it resulted in a huge functional urban region of the capital Ljubljana. Conclusions: The results show that the Walktrap algorithm calculates regions that are more closed, where more workers find work in the home region, than the chain approach.
两种基于网络理论的功能区检测方法的比较
背景:功能区是抽象的、统一定义的领土单位,是一个国家或地区许多发展战略的重要基础。目的:分析网络理论在此类区域检测中的应用。方法/途径:基于图论的两种方法对功能区进行分析:Walktrap算法和链法。利用模糊集理论和修正后的方法对两种区划方法的质量进行了分析。斯洛文尼亚被用作案例研究。结果:Walktrap算法生成了8个功能区;其中7个与之前的研究中发现的一致。唯一的区别出现在斯洛文尼亚西北部的山区。连锁方法也产生了类似的结果,尽管它导致了首都卢布尔雅那的一个巨大的功能性城市区域。结论:结果表明,Walktrap算法计算的区域更封闭,更多的工人在家乡地区找到工作,而不是链方法。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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