Real Time Monitoring of Social Media and Digital Press
This is an incremental system for users needing real-time sentiment analysis in specific domains like culture and politics.
The paper presents Talaia, a platform for monitoring social media and digital press using a configurable crawler and EliXa Sentiment Analysis system, with evaluation in cultural and political domains showing capacity for domain adaptation.
Talaia is a platform for monitoring social media and digital press. A configurable crawler gathers content with respect to user defined domains or topics. Crawled data is processed by means of the EliXa Sentiment Analysis system. A Django powered interface provides data visualization for a user-based analysis of the data. This paper presents the architecture of the system and describes in detail its different components. To prove the validity of the approach, two real use cases are accounted for: one in the cultural domain and one in the political domain. Evaluation for the sentiment analysis task in both scenarios is also provided, showing the capacity for domain adaptation.