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How Data is Transforming the Dutch Media IndustryMaurits van der Goes RTL Netherlands
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RTL Netherlands exists for 30 years in 2019. Video has been our core business. AI gives us the opportunity to deeply understand what our consumers love. On our Spark platform in AWS we apply several AI and ML methods to extract and analyze features.
A selection of our content intelligence pipelines:
* Object and person detection in videos.
* Multi-modal emotion detection.
* Speaker identification.
* Script and subtitle keyword extraction.
* Among others All of these features are used for different data science products: new show and episode creation, talkshow subject selection, interpret viewing ratings among others. Our future goal is to personalize TV on our video-on-demand platform. Not only recommend other series that you like, but also to create personalized talkshows and soap opera's with the subjects, storylines, guests and characters that you like. Video is this our basis, but digitally the opportunities are much more diverse. With this talk I want to inspire and share knowledge. Visiting the Spark Summit 2018, I learned a lot. Some talks even helped to further build this content intelligence project. It would be amazing to give back to the Spark community. Especially when they visit my hometown of Amsterdam. I want to surprise the attendees with the story of this unknown Dutch TV channel, that is taking a leading role on content intelligence in the Netherlands and Europe. It will be an open, inspiring talk with technical details on the pipelines and technology that we used. Accompanied with the end use cases. Including drawbacks and challenges we faced. Not a talk about ambitions, but concrete results of the next level of TV innovation. RTL NL was the first broadcaster of Big Brother and The Voice. And I'm confident that the next break-out hit will be Spark driven.
About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying data science, engineering and business.
Connect with us:
A selection of our content intelligence pipelines:
* Object and person detection in videos.
* Multi-modal emotion detection.
* Speaker identification.
* Script and subtitle keyword extraction.
* Among others All of these features are used for different data science products: new show and episode creation, talkshow subject selection, interpret viewing ratings among others. Our future goal is to personalize TV on our video-on-demand platform. Not only recommend other series that you like, but also to create personalized talkshows and soap opera's with the subjects, storylines, guests and characters that you like. Video is this our basis, but digitally the opportunities are much more diverse. With this talk I want to inspire and share knowledge. Visiting the Spark Summit 2018, I learned a lot. Some talks even helped to further build this content intelligence project. It would be amazing to give back to the Spark community. Especially when they visit my hometown of Amsterdam. I want to surprise the attendees with the story of this unknown Dutch TV channel, that is taking a leading role on content intelligence in the Netherlands and Europe. It will be an open, inspiring talk with technical details on the pipelines and technology that we used. Accompanied with the end use cases. Including drawbacks and challenges we faced. Not a talk about ambitions, but concrete results of the next level of TV innovation. RTL NL was the first broadcaster of Big Brother and The Voice. And I'm confident that the next break-out hit will be Spark driven.
About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying data science, engineering and business.
Connect with us:
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