Responsible media technology and AI: challenges and research directions
Ответственные медиа-технологии и ИИ: проблемы и направления исследований
2021-12-20
SCID: 54.1/9m5jzkh7
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algorithmic content selectionartificial intelligence (AI)data-driven journalismresponsible media technologyuser personalization
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Abstract (AI)
Abstract The last two decades have witnessed major disruptions to the traditional media industry as a result of technological breakthroughs. New opportunities and challenges continue to arise, most recently as a result of the rapid advance and adoption of artificial intelligence technologies. On the one hand, the broad adoption of these technologies may introduce new opportunities for diversifying media offerings, fighting disinformation, and advancing data-driven journalism. On the other hand, techniques such as algorithmic content selection and user personalization can introduce risks and societal threats. The challenge of balancing these opportunities and benefits against their potential for negative impacts underscores the need for more research in responsible media technology. In this paper, we first describe the major challenges—both for societies and the media industry—that come with modern media technology. We then outline various places in the media production and dissemination chain, where research gaps exist, where better technical approaches are needed, and where technology must be designed in a way that can effectively support responsible editorial processes and principles. We argue that a comprehensive approach to research in responsible media technology, leveraging an interdisciplinary approach and a close cooperation between the media industry and academic institutions, is urgently needed.
Key Findings
1
A comprehensive, interdisciplinary research agenda and close cooperation between media industry and academia are urgently needed for responsible media technology.
2
Algorithmic content selection and user personalization pose specific risks and societal threats that require mitigation.
3
Rapid advances in AI create both opportunities (diversifying media, fighting disinformation, data-driven journalism) and new societal risks in media technology.
4
There are research gaps across the media production and dissemination chain where better technical approaches are needed to support responsible editorial processes.
Research Object
Modern media technology and AI used in media production and dissemination
Research Subject
Responsible design, deployment and governance of media technologies and AI for balancing opportunities (diversification, fighting disinformation, data-driven journalism) against risks from algorithmic content selection and personalization across the media production and dissemination chain
Publication Details
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2021-12-20
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