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Titlebook: User Community Discovery; Georgios Paliouras,Symeon Papadopoulos,Yiannis Kom Book 2015 Springer International Publishing Switzerland 2015

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发表于 2025-3-21 16:55:59 | 显示全部楼层 |阅读模式
书目名称User Community Discovery
编辑Georgios Paliouras,Symeon Papadopoulos,Yiannis Kom
视频video
概述Redefines community discovery in the new world of Online Social Networks and Web 2.0 applications.Provides methods to handle the complexity of multi-relational and multi-mode graphs, such as the socia
丛书名称Human–Computer Interaction Series
图书封面Titlebook: User Community Discovery;  Georgios Paliouras,Symeon Papadopoulos,Yiannis Kom Book 2015 Springer International Publishing Switzerland 2015
描述.This  book redefines community discovery  in the new world of Online Social Networks and Web 2.0 applications, through real-world problems and applications in the context of the Web, pointing out the current and future challenges of the field. .Particular emphasis is placed on the issues of community representation, efficiency and scalability, detection of communities in hypergraphs, such as multi-mode and multi-relational networks, characterization of social media communities and online privacy aspects of online communities..User Community Discovery. is for computer scientists, data scientists, social scientists and complex systems researchers, as well as students within these disciplines, while the connections to real-world problem settings and applications makes the book appealing for engineers and practitioners in the industry, in particular those interested in the highly attractive fields of data science and big data analytics..
出版日期Book 2015
关键词Community Discovery; Hypergraph Analysis; Multi-Relational Networks; Online Social Networks; Web 2; 0
版次1
doihttps://doi.org/10.1007/978-3-319-23835-7
isbn_softcover978-3-319-35456-9
isbn_ebook978-3-319-23835-7Series ISSN 1571-5035 Series E-ISSN 2524-4477
issn_series 1571-5035
copyrightSpringer International Publishing Switzerland 2015
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发表于 2025-3-21 21:51:37 | 显示全部楼层
Discovery of Complex User Communities,covery of user communities in the social Web. In this context, the current chapter introduces the various types of user community, as they appeared in the early days of the Web, and how they converged to the common concept of . in the social Web. In this manner, the chapter aims to clarify the use o
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发表于 2025-3-22 09:14:26 | 显示全部楼层
Discovering Communities in Multi-relational Networks,re prevalent in the real world. For example, interactions in social networks include various kinds of information diffusion: email exchange, instant messaging services and so on. Community detection is a long-standing yet very difficult task in social network analysis, especially when meeting MRNs.
发表于 2025-3-22 15:33:10 | 显示全部楼层
Group Types in Social Media,munications between individuals to the macroscopic evolutionary patterns of the full interaction graph. Social communities, namely groups of people originated by any spontaneous aggregation process, constitute the mid-ground between such two extremes. Groups are important constituents of social envi
发表于 2025-3-22 18:26:52 | 显示全部楼层
Privacy Issues in Discovering Communities in Social Networks,o scenarios: privacy breach in social network data publishing and privacy breach in online social networks. We discuss various aspects of privacy issues in social networks, and summarize several representative studies on privacy protection techniques for social networks.
发表于 2025-3-23 01:12:01 | 显示全部楼层
Book 2015ations in the context of the Web, pointing out the current and future challenges of the field. .Particular emphasis is placed on the issues of community representation, efficiency and scalability, detection of communities in hypergraphs, such as multi-mode and multi-relational networks, characteriza
发表于 2025-3-23 03:49:05 | 显示全部楼层
Book 2015ts, social scientists and complex systems researchers, as well as students within these disciplines, while the connections to real-world problem settings and applications makes the book appealing for engineers and practitioners in the industry, in particular those interested in the highly attractive fields of data science and big data analytics..
发表于 2025-3-23 08:37:54 | 显示全部楼层
Community Discovery in Multi-Mode Networks, Though the work studied uses social networks as the basis for analysis, the use of multi-mode networks and hyperedges is principled in any analysis task where the complexity of the data calls for multiple types of entities with interactions involving two or more entities in the network.
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