A simple example of graph databases in action is the image below, which shows a visual representation of the popular party game “Six Degrees of Kevin Bacon.” For those new to it, this game involves coming up with connections between Kevin Bacon and another actor based on a chain of mutua...
A line graph (line plot, line chart) shows data as a series of points connected by straight lines. These are commonly used to visualize changes in data over a period of time or to compare different sets of data, like the changes in a company's stock pric
Physica A Statistical Mechanics & Its ApplicationsJ. Kim and T. Wilhelm, "What is a Complex Graph?" Physica A: Statistical Mechanics and its Appli- cations, vol. 387, no. 11, pp. 2637 - 2652, 2008.Kim, J. and Wilhelm, T. (2008) What is a complex graph. Physica A, 387, 2637-...
What is a graph? A finite set of vertices (V) and edges (E) Types of graphs Directed graph: a graph that has edges with specific directions Multigraph: a graph with parallel edges Pseudograph: a graph with loops Simple graph: a graph with no loops or parallel edges...
Analyzing the state of the network or community based on connection distance/density in a group Graph Database Use Case: Money Laundering Conceptually, money laundering is simple. Dirty money is passed around to blend it with legitimate funds and then turned into hard assets. This is the kind ...
Explore what is graph in data structure, its types, terminologies, representation and operations. Read on to know how to implement code in graph data structure.
Graph databases are a type of database design that has been around in some variation for a long time. As an example, a family tree is a simple graph database. The concept behind graphing a database is often credited to 18th-century mathematician Leonhard Euler. The concept of using databas...
Path-A path in a graph is a sequence of vertices connected by edges. It represents a route or journey from one vertex to another. Paths can be simple (no repeated vertices) or cyclic (repeating vertices). Directed Graph-Also known as a digraph, a directed graph is a type of graph in...
A router can be configured with multiple area addresses, making smooth combination of multiple areas possible. The packet structure is simple, ensuring high neighbor interaction efficiency. IS-IS works at the data link layer, independent of IP addresses. It uses the SPF algorithm, ensuring fast co...
Label propagation is a graph-based algorithm that computes label assignments for unlabeled data points based on their relative proximity to labeled data points, using the smoothness assumption and cluster assumption. The intuition behind the algorithm is that one can map a fully connected graph in wh...