Data Storytelling, Generative AI

Towards a Framework for AI-Assisted Data Storytelling

An overview of the paper I presented at the 19th International Conference on Web Information Systems and Technologies (WEBIST 2023)

Angelica Lo Duca
7 min readNov 22, 2023

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Lately, generative AI (GenAI), a subfield of artificial intelligence aiming to generate new content from what has been learned, has increasingly gained ground. Since one of my research areas is data storytelling, I wondered if GenAI and data storytelling could work well together. And then, I began to investigate the problem until I came to theorize a possible framework for integrating these two elements.

In this blog post, I will briefly tell you about the idea I illustrated in more detail in the scientific paper I presented at the 19th International Conference on Web Information Systems and Technologies (WEBIST 2023) [1].

What I will cover:

  • Introducing data storytelling and GenAI
  • Integrating GenAI and Data Storytelling
  • Using GenAI as an Assistant
  • Ethical Issues

Introducing Data Storytelling and GenAI

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Angelica Lo Duca

Researcher | +50k monthly views | I write on Data Science, Python, Tutorials, and, occasionally, Web Applications | Book Author of Comet for Data Science