Natural Language Processing, Digital Media Analytics & Conversational Agents

14.10.2020 15:00 - 17:00 | Language: english | Register free of charge for session

Target group:

Open to everybody who is interested in the session topics and wants to gain deeper insights

Abstract:

Humans use natural languages to communicate with each other and to encode their knowledge in written form. The process to analyze such text and make them suitable for machines is referred to as natural language processing. In this installment of the workshop series, we present the current state in the fascinating quest to make use of written text in applications that are designed to at least appear intelligent. The focus in terms of its application will be the domain of digital media analytics, with examples being presented from running projects and success stories. To this end, we will present our work on the use of NLP for improving Recommender Systems, detecting biases and polarization in online discussions, automatic credibility and content quality assessment, and finally, for supporting reflective thinking in online video-sharing platforms using credibility markers. As another important application of NLP techniques, we will discuss the hot topic of conversational agents, typically known to users as chatbots.

After the event you will know:

  • Current state-of-the-art of NLP (in research) for selected tasks
  • Why is NLP such an interesting problem?
  • Application of NLP techniques in recommender systems and digital media analytics
  • Automatic credibility and content quality analytics of media
  • Conversational agents & chatbots

Speaker

Roman Kern

Roman Kern

Research Area Manager Knowledge Discovery

Viktoria Pammer-Schindler

Viktoria Pammer-Schindler

Research Area Manager Data-Driven Business

Elisabeth Lex

Elisabeth Lex

Research Area Manager Social Computing