Community Detection


Community detection is the process of identifying groups of nodes (or communities) within a network that are more densely connected to each other than to the rest of the network. In data science, community detection is used to analyze complex networks such as social networks, biological networks, and transportation networks. The goal is to identify groups of nodes that share similar properties or functions, and to understand the relationships between these groups. Community detection algorithms can be divided into two categories: hierarchical and non-hierarchical. Hierarchical algorithms group nodes into nested clusters, while non-hierarchical algorithms group nodes into non-overlapping clusters. Some popular community detection algorithms include Louvain method, Girvan-Newman algorithm, and Infomap algorithm.


Your Previous Searches
Random Picks

  • Computational Complexity Theory: Computational Complexity Theory is a branch of computer science that studies the resources required for solving computational problems. It aims to classify problems based on their inherent difficulty and to understand the limitations of alg ... Read More >>
  • Contactless Technology: Contactless technology refers to a set of technologies that enable communication between devices without the need for physical contact. In the context of data science and artificial intelligence, contactless technology is often used to coll ... Read More >>
  • Reporting: Reporting refers to the process of collecting, analyzing, and presenting data in a meaningful way to support decision-making. In the context of data science and artificial intelligence, reporting involves the use of various tools and techni ... Read More >>
Top News

World awaits Nvidia earnings report, more on Jaguar's new moves...

Artificial intelligence chip maker Nvidia will announce its latest earnings as investors anxiously await good news. Also, Jaguar is targeting younger buyers as it prepares to release more details on i...

News Source: CBS News on 2024-11-20

US gathers allies to talk AI safety, Trump's vow to undo Biden's AI policy overs...

President-elect Donald Trump has vowed to repeal President Joe Biden’s signature artificial intelligence policy when he returns to the White House for a second term...

News Source: ABC News on 2024-11-20

Elon Musk asked people to upload their medical data to X so his AI company could...

Health care experts are worried about Grok’s potential to breach patient privacy....

News Source: Fortune on 2024-11-20

Bitcoin billionaire Barry Silbert talks about his next big bet—on ‘decentral...

Silbert will be CEO of Yuma, a new DCG subsidiary focused on the AI ecosystem tied to Bittensor blockchain....

News Source: Fortune on 2024-11-20

Chief transformation officers join the C-suite to drive innovation at speed...

Companies are grappling with a faster pace of innovation. The chief transformation officer can help across the organization....

News Source: Business Insider on 2024-11-20