Episode 44: The predictive power of metadata episode artwork

EPISODE · Aug 21, 2018 · 21 MIN

Episode 44: The predictive power of metadata

from Data Science at Home · host Francesco Gadaleta

In this episode I don't talk about data. In fact, I talk about metadata. While many machine learning models rely on certain amounts of data eg. text, images, audio and video, it has been proved how powerful is the signal carried by metadata, that is all data that is invisible to the end user. Behind a tweet of 140 characters there are more than 140 fields of data that draw a much more detailed profile of the sender and the content she is producing... without ever considering the tweet itself.   References You are your Metadata: Identification and Obfuscation of Social Media Users using Metadata Information https://www.ucl.ac.uk/~ucfamus/papers/icwsm18.pdf

Episode metadata supplied by the publisher feed · Published Aug 21, 2018

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Episode 44: The predictive power of metadata

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