Data Analysis
The course covers modern information technologies such as OLAP, data warehouses, data mining, and artificial intelligence, and teaches students to implement management desktops for effective data visualization and decision support processes.
Information technologies for data analysis
Creating management dashboards
Selected predictive analytics techniques
Evaluation of predictive analytics models
Network data analysis: application examples based on Social Network Analysis
Network transformations
Modern organizations operate in increasingly complex environments, where relationships between in...
Network data
Network data refers to information that describes relationships and interactions between entities...
Bridges
A bridge is a line, the removal of which would cause the network to "fall apart" into smaller par...
Centrality of eigenvectors
Definition Eigenvector centrality is one measure of centrality in network analysis. It determine...
Structural holes
Structural Holes - Ronald Burt's Theory Theory Definition Structural holes theory was developed...
Brokerage roles
In a social network, each actor who is connected to at least two other actors, say u and v, may p...
Types of network topologies
We live in times, where each day more and more data is created … As Professor Melvin M. Vopson...
Weak and Strong Ties in Knowledge Management – Granovetter's Theory
In the field of knowledge management, the structure and nature of social networks play a signific...
Network Data Sources in Organizations
In the field of knowledge management (KM), analyzing relationships within an organization is cruc...
Betweenness Centrality in Social Network Analysis
Social Network Analysis (SNA) is a method used to study relationships and interactions among enti...
Closeness centrality
In the field of social network analysis, centrality measures are used to determine the importance...
Clusters of nodes and subnets
W analizie sieci społecznościowych (SNA) jednym z kluczowych zagadnień jest zrozumienie struktury...
Degree Centrality in Social Network Analysis
Degree Centrality in Social Network Analysis 🔹 What Is Degree Centrality?Degree centrality is on...
Social Network Analysis
Social Network Analysis (SNA) is a tool used to examine relationships and the flow of information...
Types of social networks
Types of Social Networks in Organizations Social network analysis within an organization enables...