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Presentation transcript:

Social Network Analysis

Anatol Rapoport Social network analysis 1 Anatol Rapoport was an early developer of social network analysis

Social network analysis software - Overview 1 Interactive Data Visualization technology often includes social network analysis capabilities

Shared leadership - Social network analysis 1 Social network analysis (SNA) addresses some of the flaws of collective leader behavior ratings by assessing the patterns of connections that emerge in a team and providing a method for modeling both vertical and shared leadership within a team

Social software - Social network analysis 1 Social network analysis tools analyze the data connection graphs within social networks, and information flow across those networks, to identify groups (such as cliques or key influencers) and trends. They fall into two categories: professional research tools, such as Mathematica, used by social scientists and statisticians, and consumer tools, such as Wolfram Alpha which emphasise ease-of-use. See list at Social network analysis software.

Computer and network surveillance - Social network analysis 1 government agencies such as the Defense Advanced Research Projects Agency (DARPA), the National Security Agency (NSA), and the Department of Homeland Security (DHS) are currently investing heavily in research involving social network analysis

Computer and network surveillance - Social network analysis 1 Jason Ethier of Northeastern University, in his study of modern social network analysis, said the following of the Scalable Social Network Analysis Program developed by the Information Awareness Office:

Computer and network surveillance - Social network analysis 1 The purpose of the SSNA algorithms program is to extend techniques of social network analysis to assist with distinguishing potential terrorist cells from legitimate groups of people..

Surveillance - Social network analysis 1 One common form of surveillance is to create maps of Social network analysis|social networks based on data from social networking sites such as Facebook, MySpace, Twitter as well as from traffic analysis information from phone call records such as those in the NSA call database, and others. These social network maps are then data mining|data mined to extract useful information such as personal interests, friendships affiliations, wants, beliefs, thoughts, and activities.

Surveillance - Social network analysis 1 government agencies such as the Defense Advanced Research Projects Agency (DARPA), the National Security Agency (NSA), and the Department of Homeland Security (DHS) are investing heavily in research involving social network analysis

Social network analysis software 1 'Social network analysis software' (SNA software) is software which facilitates quantitative analysis of behavior|quantitative or qualitative research|qualitative analysis of social networks, by describing features of a network either through numerical or Graph drawing|visual representation.

Social network analysis software - Overview 1 Networks can consist of direct linkages between nodes or indirect linkages based upon shared attributes, shared attendance at events, or common affiliations.Wasserman Faust, Social Network Analysis Methods and Applications Network features can be at the level of individual node (graph theory)|nodes, dyad (sociology)|dyads, triad (relationship)|triads, ties and/or edges, or the entire network

Social network analysis 1 Social network analysis views social relationships in terms of network theory, consisting of nodes (representing individual actors within the network) and ties (which represent relationships between the individuals, such as friendship, kinship, organizations, sexual network|sexual relationships, etc.) These networks are often depicted in a social network diagram, where nodes are represented as points and ties are represented as lines.

Social network analysis - Overview 1 The social network analysis was used to analyze properties of the network We- Sport.com allowing a deep interpretation and analysis of the level of aggregation phenomena in the specific context of sport and physical exercise.

Social network analysis - Overview 1 Die Afrikaanse literêre sisteem: ʼn Eksperimentele benadering met behulp van Sosiale-netwerk-analise (SNA), LitNet Akademies 9(3) Indeed, social network analysis has found applications in various academic disciplines, as well as practical applications such as countering money laundering and terrorism.

Social network analysis - Modelling and visualization of networks 1 Many of the Social network analysis software|analytic software have modules for network visualization

Social network analysis - Modelling and visualization of networks 1 Especially when using social network analysis as a tool for facilitating change, different approaches of participatory network mapping have proven useful. Here participants / interviewers provide network data by actually mapping out the network (with pen and paper or digitally) during the data collection session. One benefit of this approach is that it allows researchers to collect qualitative data and ask clarifying questions while the network data is collected.

Social network analysis - Practical applications 1 In the private sector, businesses use social network analysis to support activities such as customer interaction and analysis, marketing, and business intelligence needs

Social network analysis - Practical applications 1 Social network analysis is also used in intelligence, counter-intelligence and law enforcement activities

Anatol Rapoport - Social network analysis 1 Anatol Rapoport was an early developer of social network analysis

Computational sociology - Data mining and social network analysis 1 Independent from developments in computational models of social systems, social network analysis emerged in the 1970s and 1980s from advances in graph theory, statistics, and studies of social structure as a distinct analytical method and was articulated and employed by sociologists like James Samuel Coleman|James S

Network theory - Social network analysis 1 'Social network analysis' examines the structure of relationships between social entities.Wasserman, Stanley and Katherine Faust Social Network Analysis: Methods and Applications. Cambridge: Cambridge University Press.

Network theory - Social network analysis Amongst many other applications, social network analysis has been used to understand the diffusion of innovations, news and rumors

Computer surveillance - Social network analysis 1 One common form of surveillance is to create maps of Social network analysis|social networks based on data from social networking sites as well as from traffic analysis information from phone call records such as those in the NSA call database, and internet traffic data gathered under Communications Assistance For Law Enforcement Act|CALEA

Futures techniques - Social network analysis 1 'Social network analysis' (also sometimes called network theory) has emerged as a key technique in modern sociology, anthropology, Social Psychology and organizational studies, as well as a popular topic of speculation and study.

Information Awareness Office - Scalable Social Network Analysis 1 'Scalable Social Network Analysis (SSNA)' aimed at developing techniques based on social network analysis for modeling the key characteristics of terrorist groups and discriminating these groups from other types of societal groups.

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