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Multimodal Event Detection on Social Media

Multimodal Event Detection on Social Media

Hardcover

Series: Wireless Networks

General Computers

ISBN10: 3032204151
ISBN13: 9783032204158
Publisher: Springer
Published: May 19 2026
Pages: 189
Weight: 0.98
Height: 0.66 Width: 6.55 Depth: 9.32
Language: English
This book systematically explores how to build reliable, cross-platform multimodal event detection systems that operate under open-world conditions in today's complex social media environment. It delves into three core challenges: information fragmentation caused by incomplete individual posts; cross-platform heterogeneity arising from the diverse ways different platforms (e.g., Twitter, Flickr) represent events; and the challenge of open-world discovery driven by the constant emergence of new event types. This book not only reveals how these challenges interact to constrain traditional methods but also provides specialized, cutting-edge solutions for each.

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General Computers