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DeepWalk: Online Learning of Social Representations

Offered By: Association for Computing Machinery (ACM) via YouTube

Tags

Social Network Analysis Courses Data Mining Courses Machine Learning Courses Graph Theory Courses Online Learning Courses Representation Learning Courses Graph Embeddings Courses

Course Description

Overview

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Explore a groundbreaking Research Talk by Steven Skiena from Stony Brook University, recipient of the Test of Time Award at KDD2024. Delve into the innovative concept of DeepWalk, an online learning method for social representations. Gain insights into how this technique revolutionizes the understanding and analysis of social networks through advanced machine learning algorithms. Discover the lasting impact of this research on the field of data mining and its applications in various domains. Learn about the principles behind DeepWalk, its implementation, and its significance in capturing complex social structures in a computationally efficient manner.

Syllabus

KDD2024 - DeepWalk: online learning of social representations


Taught by

Association for Computing Machinery (ACM)

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