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Titlebook: Network Role Mining and Analysis; Derek Doran Book 2017 The Author(s) 2017 network role mining.social role analysis.social role mining.rol

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发表于 2025-3-21 18:51:17 | 显示全部楼层 |阅读模式
书目名称Network Role Mining and Analysis
编辑Derek Doran
视频video
概述Includes supplementary material:
丛书名称SpringerBriefs in Complexity
图书封面Titlebook: Network Role Mining and Analysis;  Derek Doran Book 2017 The Author(s) 2017 network role mining.social role analysis.social role mining.rol
描述This brief presents readers with a summary of classic, modern, and state-of-the-art methods for discovering the roles of entities in networks (including social networks) that range from small to large-scale. It classifies methods by their mathematical underpinning, whether they are driven by implications about entity behaviors in system, or if they are purely data driven. The brief also discusses when and how each method should be applied, and discusses some outstanding challenges toward the development of future role mining methods of each type.
出版日期Book 2017
关键词network role mining; social role analysis; social role mining; role equivalence; mathematics of roles; st
版次1
doihttps://doi.org/10.1007/978-3-319-53886-0
isbn_softcover978-3-319-53885-3
isbn_ebook978-3-319-53886-0Series ISSN 2191-5326 Series E-ISSN 2191-5334
issn_series 2191-5326
copyrightThe Author(s) 2017
The information of publication is updating

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Equivalence-Based Role Mining,This chapter introduces definitions of equivalences from the field of network analysis. Algorithms to unearth network nodes that are equivalent from each definition, and measures to approximate this equivalence on large networks, are discussed. The chapter focuses on structural, automorphic, and regular equivalences.
发表于 2025-3-22 18:47:58 | 显示全部楼层
Concluding Remarks,This chapter concludes the monograph on network role mining and analysis. It reviews the types of approaches that were studied, and with a focus on state-of-the-art advanced methods, discuss emerging trends in role mining methods and the important contention between enforcing computational rigor and result interpretability.
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Derek Doranont toutes nulles en φ. = 0 (k = 1,...,4) à partir d‘un certain ordre de dérivation, ce qui est le cas des équations polynomiales en φ., et si l‘ordre d‘approximation requis pour les trains d‘ondes lentement variables est suffisamment élevé, seules les équations osculatrices à un certain ordre à une
发表于 2025-3-23 09:30:15 | 显示全部楼层
Derek Doranon is, then, a rotational flow. In the present paper, an application of the theory is given when this leading approximation has the structure of a slender vortex filament and is itself given by an inner and outer expansion technique. Inner and outer approximations to the dynamics of vortex filaments
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