Chapter 17

Enhancing Social TV through Social Media Mining

Ovidiu Dan

Lehigh University

Junlan Feng

AT&T Labs Research

Bernard Renger

AT&T Labs Research

Contents

17.1 Related Work

17.2 Social Media Content Filtering

17.2.1 Overview of Bootstrapping Approach

17.2.2 Datasets

17.2.3 Initial Classifier

17.2.4 Improved Classifier

17.2.5 Evaluation of Classifiers

17.3 Social Media Data Mining for Social TV

17.3.1 Sentiment Analysis

17.3.2 Social Network Influencers

17.4 Integrating Mined Data into Social TV Interfaces

17.4.1 VoiSTV Architecture

17.4.2 ...

Get TV Content Analysis now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.

Start your free trial