Digital intermediation: Towards Transparent Public Automated Media

University of Sydney
University of SydneyChair of Discipline Media and Communications um University of Sydney
DIGITAL INTERMEDIATION
To w a r d s T r a n s p a r e n t P u b l i c A u t o m a t e d M e d i a
Dr Jonathon Hutchinson
The University of Sydney
@dhutchman
Activity is financed by the European Regional Development Fund through the institutional package measure for R&D institutions and higher education institutions (ASTRA project TL
Activity is financed by the European Regional Development Fund through
the institutional package measure for R&D institutions and higher education institutions
(ASTRA project TLU TEE of Tallinn University as a promoter of intelligent lifestyle).
Towards Transparent Public
Automated Media:
2. Digital First
Personalities
4. Digital
Intermediation
5. Algorithms
6. Public Media’s
Role
1. Cultural
Intermediation
3. Micro-
platformization
The aims of the project are: 

i. to understand how digital influencers operate across social media, in both commercial and
non-commercial media environments; 

ii. to document how digital media agencies enable digital influencers to create large consumer
based publics;

iii. to examine and understand how algorithms are operating within large-scale media content
production;

iv. to identify how global media is incorporating digital influencer roles and automation (if at all)
into their production methodologies; and

v. to provide a new theoretical framework, recommendations and a policy tool that enables
media organisations to manifest and engage with its audiences on critical public issues.
Cultural Intermediation
Audience Participation in Media Organisations

Jonathon Hutchinson

Palgrave Macmillan, 2017
– Cultural Intermediaries, 2017
“This book interrogates the existing theories of convergence culture
and audience engagement within the media and communication
disciplines by providing grounded examples of social media use as a
social mobilization tool within the media industries. As digital
influencers garner large audiences across platforms such as YouTube
and Instagram, they sway opinions and tastes towards often-
commercial interests. However, this everyday social media practice
also presents an opportunity for socially and morally motivated
intermediaries to impact on public issues.”
Digital intermediation: Towards Transparent Public Automated Media
Digital intermediation is the combination of two agents within a new
media ecology: 

• data: presenting as online content producers with new approaches
towards highly visible content (maybe shareable?) across platforms;
and 

• algorithms: singularly and as the combination of algorithmic
decision making, predictive media decisions, machine learning and
possibly artificial intelligence within automated media systems.



Digital intermediation describes the process of and between the
infrastructure for information exchange processes of cultural
intermediation. 

Digital intermediation creates new forms of online communities and
knowledge exchange, suggesting new power relations and production
methodologies also emerge within an entrepreneurial social media
ecosystem. 

There is now an increased need for public affairs exposure.
data:
Digital First Personalities
“those individuals who produce digital content for maximum visibility by engaging social influencer publication
strategies that appease platform algorithms” (Hutchinson, forthcoming).
Ordinary to ‘everyday, bro’
Digital intermediation: Towards Transparent Public Automated Media
Photo by Timothy Dykes on Unsplash
algorithms:
MICROPLATFORMIZATION
Beyond Multichannel Networks and Digital Agencies
Micro-platformization suggests a new digital intermediary has emerged who acts as an agency for digital agencies, in many
ways ensuring advertisers receive the most appropriate influencer for their products or services. In a similar way that
platformization makes data platform ready, micro-platformization makes influencers brand ready. While the marketplace of
culture is still the process of providing audiences to advertisers across social media, the introduction of two significant
stakeholder groups have demonstrated the specialist focus of communicating across social media. To send messages
across social media effectively, one needs a unique vantage for their content production, but also requires the distribution
capacity of the digital intermediaries that bring cultural production audiences and producers together.
Digital intermediation: Towards Transparent Public Automated Media
Algorithms
Algorithms
Photo by Jilbert Ebrahimi on Unsplash
–Ysabel Gerrard, 2018
‘Users who are conscious about content moderation—of which there
are many—must go beyond the hashtag to find new ways of being
visible to those who they wish to be seen by’
Digital intermediation: Towards Transparent Public Automated Media
Photo by Emily Morter on Unsplash
Digital
Intermediation
Increased
Visibility
Specialist Content
Production
Algorithmic
Media
Shifting media
ecosystem
requires new
visibility strategies
Social influencers
gaming the system
through content
production
Algorithmic calculations
recommender system
predictive media
Digital intermediation: Towards Transparent Public Automated Media
Where to now?
THREE APPLICATIONS
P o t e n t i a l D i r e c t i o n s
DIGITAL INTERMEDIATION
IN PSM
POLICY RECOMMENDATIONS USER TRANSPARENCY
INTERFACE
Apply digital intermediation
to public media as key
cultural institution
Report on current regulatory
systems and advise on
suitable future approaches
Design algorithmic
transparency mechanism
for increased user
application
Digital intermediation: Towards Transparent Public Automated Media
–Vince Neilstein
‘Earache’s Metalizer app automatically generates custom metal
playlists that draw from all the metal available on Spotify, not just
Earache releases. Users can adjust four sliders — “Metal,” “Death,”
“Thrash” and “Grind,” — depending on how much of each sub-genre
they want in their playlist, and then a fifth slider determining the
number of tracks in the playlist. Press the “Metalize” button and a
playlist materializes before your very eyes.
Profitability Loyalty Trust
Social
Cohesion
it!!!!
Jonathon
Hutchinson
Lecturer Online Communication and Media

University of Sydney

jonathon.hutchinson@sydney.edu.au

@dhutchman
Activity is financed by the European Regional Development Fund through
the institutional package measure for R&D institutions and higher education institutions
(ASTRA project TLU TEE of Tallinn University as a promoter of intelligent lifestyle).
1 von 27

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Digital intermediation: Towards Transparent Public Automated Media

  • 1. DIGITAL INTERMEDIATION To w a r d s T r a n s p a r e n t P u b l i c A u t o m a t e d M e d i a Dr Jonathon Hutchinson The University of Sydney @dhutchman Activity is financed by the European Regional Development Fund through the institutional package measure for R&D institutions and higher education institutions (ASTRA project TL Activity is financed by the European Regional Development Fund through the institutional package measure for R&D institutions and higher education institutions (ASTRA project TLU TEE of Tallinn University as a promoter of intelligent lifestyle).
  • 2. Towards Transparent Public Automated Media: 2. Digital First Personalities 4. Digital Intermediation 5. Algorithms 6. Public Media’s Role 1. Cultural Intermediation 3. Micro- platformization
  • 3. The aims of the project are: i. to understand how digital influencers operate across social media, in both commercial and non-commercial media environments; ii. to document how digital media agencies enable digital influencers to create large consumer based publics; iii. to examine and understand how algorithms are operating within large-scale media content production; iv. to identify how global media is incorporating digital influencer roles and automation (if at all) into their production methodologies; and v. to provide a new theoretical framework, recommendations and a policy tool that enables media organisations to manifest and engage with its audiences on critical public issues.
  • 4. Cultural Intermediation Audience Participation in Media Organisations Jonathon Hutchinson Palgrave Macmillan, 2017
  • 5. – Cultural Intermediaries, 2017 “This book interrogates the existing theories of convergence culture and audience engagement within the media and communication disciplines by providing grounded examples of social media use as a social mobilization tool within the media industries. As digital influencers garner large audiences across platforms such as YouTube and Instagram, they sway opinions and tastes towards often- commercial interests. However, this everyday social media practice also presents an opportunity for socially and morally motivated intermediaries to impact on public issues.”
  • 7. Digital intermediation is the combination of two agents within a new media ecology: • data: presenting as online content producers with new approaches towards highly visible content (maybe shareable?) across platforms; and • algorithms: singularly and as the combination of algorithmic decision making, predictive media decisions, machine learning and possibly artificial intelligence within automated media systems. Digital intermediation describes the process of and between the infrastructure for information exchange processes of cultural intermediation. Digital intermediation creates new forms of online communities and knowledge exchange, suggesting new power relations and production methodologies also emerge within an entrepreneurial social media ecosystem. There is now an increased need for public affairs exposure.
  • 9. “those individuals who produce digital content for maximum visibility by engaging social influencer publication strategies that appease platform algorithms” (Hutchinson, forthcoming).
  • 13. Micro-platformization suggests a new digital intermediary has emerged who acts as an agency for digital agencies, in many ways ensuring advertisers receive the most appropriate influencer for their products or services. In a similar way that platformization makes data platform ready, micro-platformization makes influencers brand ready. While the marketplace of culture is still the process of providing audiences to advertisers across social media, the introduction of two significant stakeholder groups have demonstrated the specialist focus of communicating across social media. To send messages across social media effectively, one needs a unique vantage for their content production, but also requires the distribution capacity of the digital intermediaries that bring cultural production audiences and producers together.
  • 17. –Ysabel Gerrard, 2018 ‘Users who are conscious about content moderation—of which there are many—must go beyond the hashtag to find new ways of being visible to those who they wish to be seen by’
  • 20. Digital Intermediation Increased Visibility Specialist Content Production Algorithmic Media Shifting media ecosystem requires new visibility strategies Social influencers gaming the system through content production Algorithmic calculations recommender system predictive media
  • 23. THREE APPLICATIONS P o t e n t i a l D i r e c t i o n s DIGITAL INTERMEDIATION IN PSM POLICY RECOMMENDATIONS USER TRANSPARENCY INTERFACE Apply digital intermediation to public media as key cultural institution Report on current regulatory systems and advise on suitable future approaches Design algorithmic transparency mechanism for increased user application
  • 25. –Vince Neilstein ‘Earache’s Metalizer app automatically generates custom metal playlists that draw from all the metal available on Spotify, not just Earache releases. Users can adjust four sliders — “Metal,” “Death,” “Thrash” and “Grind,” — depending on how much of each sub-genre they want in their playlist, and then a fifth slider determining the number of tracks in the playlist. Press the “Metalize” button and a playlist materializes before your very eyes.
  • 27. Jonathon Hutchinson Lecturer Online Communication and Media University of Sydney jonathon.hutchinson@sydney.edu.au @dhutchman Activity is financed by the European Regional Development Fund through the institutional package measure for R&D institutions and higher education institutions (ASTRA project TLU TEE of Tallinn University as a promoter of intelligent lifestyle).