From Sociology to Computing in Social Networks: Theory, Foundations and ApplicationsNasrullah Memon, Reda Alhajj Springer Science & Business Media, 26.08.2010 - 430 Seiten Important aspects of social networking analysis are covered in this work by combining experimental and theoretical research. A specific focus is devoted to emerging trends and the industry needs associated with utilizing data mining techniques. Some of the techniques covered include data mining advances in the discovery and analysis of communities, in the personalization of solitary activities (like searches) and social activities (like discovering potential friends), in the analysis of user behavior in open fora (like conventional sites, blogs and fora) and in commercial platforms (like e-auctions), and in the associated security and privacy-preservation challenges; as well as social network modeling, scalable, customizable social network infrastructure construction, and the identification and discovery of dynamic growth and evolution patterns using machine learning approaches or multi-agent based simulation. These topics will be of interest to practitioners and researchers alike in this dynamic and growing field. |
Inhalt
1 | |
Part 1 Miningbased Social Network Methods
| 10 |
Employing Social Network Construction and Analysis in Web Structure Optimization | 13 |
Mining Heterogeneous Social Networks for Egocentric Information Abstraction | 35 |
A Complementary Model to the Social Networks for Mining Forums | 59 |
Sociocontextual Network Mining for User Assistance in Webbased Knowledge Gathering Tasks
| 81 |
Integrating Entropy and Closed Freqent Pattern Mining for Social Netword Modelling and Analysis
| 95 |
Part 2 Dynamics in Social Network Models
| 116 |
Why Do Diffusion Data Not Fit the Logistic Model? A Note on Network Discreteness Heterogeneity and Anisotropy
| 215 |
Interlocking Communication Measuring Collaborative Intensity in Social Networks
| 231 |
A Classroom Policy Simulation
| 253 |
Part 4 Social Media
| 280 |
A Journey to the Core of the Blogosphere
| 281 |
Social Physics of the Blogosphere Capturing Analyzing and Presenting Interdependencies within a Single Framework
| 301 |
Learning the Emergent Properties of the Twitter Community
| 323 |
A Review on Current Microblogging Research and Lessons from Related Fields | 343 |
Visualisation of the Dynamics for Computermediated Social Networksconcept and Exemplary Cases
| 119 |
Modeling Application for Early Detection of Terrorist Threats
| 135 |
Complex Dynamics in Information Sharing Networks
| 157 |
Harnessing Wisdom of the Crowds Dynamics for Timedependent Reputation and Ranking
| 177 |
Part 3 Discovering Structures in Social Networks
| 195 |
Detecting Communities in Social Networks Using Local Information
| 196 |
Part 5 Software Applications
| 364 |
Unleash the CSSFactor A Social Capital Approach to the Benefits and Challenges of Corporate Social Software
| 365 |
Extending SQL to Support Privacy Policies
| 377 |
nCompass Service Oriented Architecture for Tacit Collaboration Services
| 395 |
SOA Security Aspects in Webbased Architectural Design
| 415 |
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From Sociology to Computing in Social Networks: Theory, Foundations and ... Nasrullah Memon,Reda Alhajj Keine Leseprobe verfügbar - 2016 |
From Sociology to Computing in Social Networks: Theory, Foundations and ... Nasrullah Memon,Reda Alhajj Keine Leseprobe verfügbar - 2010 |
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