AI for the Media Industry: Application Potential and Automation Levels

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Abstract

#AI #automation

Tools based on artificial intelligence (AI) are increasingly used in the media industry, addressing a potentially wide range of application areas. Based on a survey involving media professionals and technology providers, we present a taxonomy of application areas of AI in the media industry, including an assessment of the maturity of AI technology for the respective application. As many of these applications require human oversight, either due to insufficient maturity of technology or the need for editorial control, we also propose a classification of automation levels for AI in the media domain, with examples for different stages of the media value chain. Both of these aspects are strongly linked to the role of human users and their interaction with AI technologies. The results suggest that human-AI collaboration in media applications is still an unsolved research question.

Type of Publication
articles-and-papers
Theme
artificial-intelligence
Publishing
AI4Media - A European Excellence Centre for Media, Society and Democracy
Publishing Date
2022
Language
english
Status
open-access
DOI
10.5281/zenodo.6380520
Authors
Werner Bailer; Georg Thallinger; Verena Krawarik; Katharina Schell; Victoria Ertelthalner