用复杂网络分析和建模现实世界现象:应用综述

IF 35 1区物理与天体物理 Q1 PHYSICS, CONDENSED MATTER

Advances in Physics Pub Date : 2007-11-20 DOI:10.1080/00018732.2011.572452

L. D. Costa, O. N. Oliveira, G. Travieso, F. Rodrigues, P. R. Villas Boas, L. Antiqueira, M. Viana, Luis Enrique Correa Rocha

{"title":"用复杂网络分析和建模现实世界现象:应用综述","authors":"L. D. Costa, O. N. Oliveira, G. Travieso, F. Rodrigues, P. R. Villas Boas, L. Antiqueira, M. Viana, Luis Enrique Correa Rocha","doi":"10.1080/00018732.2011.572452","DOIUrl":null,"url":null,"abstract":"The success of new scientific areas can be assessed by their potential in contributing to new theoretical approaches and in applications to real-world problems. Complex networks have fared extremely well in both of these aspects, with their sound theoretical basis being developed over the years and with a variety of applications. In this survey, we analyze the applications of complex networks to real-world problems and data, with emphasis in representation, analysis and modeling. A diversity of phenomena are surveyed, which may be classified into no less than 11 areas, providing a clear indication of the impact of the field of complex networks.","PeriodicalId":7373,"journal":{"name":"Advances in Physics","volume":null,"pages":null},"PeriodicalIF":35.0000,"publicationDate":"2007-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/00018732.2011.572452","citationCount":"692","resultStr":"{\"title\":\"Analyzing and modeling real-world phenomena with complex networks: a survey of applications\",\"authors\":\"L. D. Costa, O. N. Oliveira, G. Travieso, F. Rodrigues, P. R. Villas Boas, L. Antiqueira, M. Viana, Luis Enrique Correa Rocha\",\"doi\":\"10.1080/00018732.2011.572452\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The success of new scientific areas can be assessed by their potential in contributing to new theoretical approaches and in applications to real-world problems. Complex networks have fared extremely well in both of these aspects, with their sound theoretical basis being developed over the years and with a variety of applications. In this survey, we analyze the applications of complex networks to real-world problems and data, with emphasis in representation, analysis and modeling. A diversity of phenomena are surveyed, which may be classified into no less than 11 areas, providing a clear indication of the impact of the field of complex networks.\",\"PeriodicalId\":7373,\"journal\":{\"name\":\"Advances in Physics\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":35.0000,\"publicationDate\":\"2007-11-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1080/00018732.2011.572452\",\"citationCount\":\"692\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advances in Physics\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://doi.org/10.1080/00018732.2011.572452\",\"RegionNum\":1,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PHYSICS, CONDENSED MATTER\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Physics","FirstCategoryId":"101","ListUrlMain":"https://doi.org/10.1080/00018732.2011.572452","RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PHYSICS, CONDENSED MATTER","Score":null,"Total":0}

引用次数: 692

摘要

新的科学领域的成功可以通过它们在促进新的理论方法和应用于现实世界问题方面的潜力来评估。复杂网络在这两个方面都表现得非常好，多年来发展了良好的理论基础，并有各种各样的应用。在这项调查中，我们分析了复杂网络在现实世界问题和数据中的应用，重点是表示、分析和建模。调查了各种各样的现象，这些现象可以分为不少于11个领域，清楚地表明了复杂网络领域的影响。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Analyzing and modeling real-world phenomena with complex networks: a survey of applications

The success of new scientific areas can be assessed by their potential in contributing to new theoretical approaches and in applications to real-world problems. Complex networks have fared extremely well in both of these aspects, with their sound theoretical basis being developed over the years and with a variety of applications. In this survey, we analyze the applications of complex networks to real-world problems and data, with emphasis in representation, analysis and modeling. A diversity of phenomena are surveyed, which may be classified into no less than 11 areas, providing a clear indication of the impact of the field of complex networks.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Advances in Physics 物理-物理：凝聚态物理

CiteScore

67.60

自引率

0.00%

发文量

期刊介绍： Advances in Physics publishes authoritative critical reviews by experts on topics of interest and importance to condensed matter physicists. It is intended for motivated readers with a basic knowledge of the journal’s field and aims to draw out the salient points of a reviewed subject from the perspective of the author. The journal''s scope includes condensed matter physics and statistical mechanics: broadly defined to include the overlap with quantum information, cold atoms, soft matter physics and biophysics. Readership: Physicists, materials scientists and physical chemists in universities, industry and research institutes.