Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Sentiment Analysis Plus

Sentiment Analysis Plus

Sentiment analysis Plus allows companies to keep track of the sentiment about different companies and topics on various social networks.

Sferanet

May 23, 2018
Tweet

More Decks by Sferanet

Other Decks in Technology

Transcript

  1. Web reputation oCompanies need to keep track of social networks

    oHuge amount of information oDomains: omarketing opolitics odecision-making obusiness intelligence
  2. Meet Sentiment Analysis+ oAutomatic text categorization (e.g. tweets) oThree categories:

    negative, neutral, positive oA model based on recurrent neural networks oA layer of long-short term memory
  3. A bleeding-edge deep learning model We use a model developed

    by our data scientists Presented at the International Summer School of Deep Learning Bilbao, 17-21 July 2017
  4. SA+ main flow oDefault Twitter Flume connector as source oFlume

    SparkSink oSpark Streaming oKeras oTensorflow oSpring Boot and Angular to show diagrams oOozie scheduling for model training
  5. Not onlyTwitter Sentiment Analysis + can be connected to many

    sources: oTwitter oFacebook oLinkedIn oInstagram oReddit