The document discusses whether robots can perform various journalism roles such as writing news, editing news, designing news layouts, and selling advertisements. It explores examples of companies using robots/algorithms to write news articles from data, curate content for a publication, design digital magazine layouts automatically, and sell 20% of digital ads through programmatic advertising. The presentation examines each journalism role in turn and provides real-world examples to illustrate the capabilities and limitations of robots.
The 2017 Fjord Trend Report offers an in-depth look at the eight most important developments we believe will influence and impact design and innovation for business, government and society in the coming year.
Twelve months of research, 1000+ cups of coffee, and probably an entire forest worth of Post-its (don’t worry—we recycle). That’s what it took for us to compile our Trends 2017 report, which offers an in-depth look at the eight most important developments we believe will influence and impact design and innovation for business, government and society in the coming year.
Visit trends.fjordnet.com for more.
WHAT'S EDITOR? How Editor has changed in 10 years by digitalization of media Hajime Okazawa
I have been editor for 12 years but been in15 different types of editorial positions. That's because editors went through the transformation of publishing industry in the last 12 years.
Online Content - Presentation by Andrea Manfredi, Founder & CEO of Blasting News at the NOAH Conference London 2016, Old Billingsgate on the 11th of November 2016.
I produced this (hypothetical) Public Relations campaign for Hope Street Hotel. The campaign was based around a new law which affected the hotel, and how they would overcome this change.
Take a look at the top priorities for digital marketing in 2017. Including great tools & services to save time and make sure you’re at the top of your game.
The June 2014 edition of Frisk is themed "Brands to Watch Out For." That’s ‘watch out for’ in a sense of ‘they will become bigger and more prominent,’ rather than ‘careful, it’s flying toward the back of your head,’ obviously.
Inside this issue, Leo Burnett London picked the brains – not literally, that would be awful – of their Planning department and Canvas8, a deep-dive insight network, to see what they thought was hot and next-y.
The 2009 Trend Report is TrendHunter.com's complete digest of innovation, consumer trends and business ideas brought to you by the world’s largest trend spotting community (a global network of more than 20,000 trend hunters.) Available at: TrendHunter.com/TrendReports
NEW Groundbreaking AI App Curates & Automatically Crafts High-Value Newsletters People Eagerly Read.
Transform Any Website or YouTube Video into a Newsletter Superior to Anything You Could Write Yourself
The Tech Behind the 'Newsletter Linchpin AI' App
Content Aggregation: The AI Curation Matrix scans multiple sources to gather relevant articles, blog posts, and other types of content based on predefined topics or keywords.
Quality Assessment: The algorithm evaluates the quality of the aggregated content based on factors like readability, relevance, and credibility.
Personalization: The matrix tailors the selection of content to match the preferences and behavior of the target audience, ensuring higher engagement.
Contextual Understanding: The AI understands the context in which certain content will be most effective, allowing for more targeted curation.
Duplication Avoidance: The matrix ensures that the same or similar content is not repeated, keeping the newsletter fresh and engaging.
Multi-Source Integration: The AI Curation Matrix can pull content from various platforms, including blogs, and news sites, offering a diverse range of information.
Real-Time Updates: The matrix constantly updates its content pool, ensuring that the newsletter includes the most current and relevant information.
Automated Summarization: The feature can automatically summarize long articles, providing concise yet informative content for the newsletter.
Idea Generation: The Idea Processor starts by generating a list of potential topics or themes based on user input, trending topics, or historical data.
Concept Mapping: The feature organizes the generated ideas into a conceptual map, showing how different ideas are related or can be combined for more comprehensive coverage.
Content Structuring: The Idea Processor helps in outlining the structure of the newsletter, suggesting where each idea or topic would fit best.
Relevance Scoring: Each idea is scored based on its relevance to the target audience, current trends, and the overall theme of the newsletter.
Idea Prioritization: The algorithm prioritizes ideas based on their scores, ensuring that the most impactful topics are covered first.
Content Suggestions: The processor can suggest internally content that would best convey each idea.
Gap Analysis: The feature identifies gaps or areas that lack sufficient coverage, prompting the user to explore additional topics or angles (only flows with user feedback).
This deck is from a presentation I gave on February 2nd, 2017 to a group of ~200 Multifamily Industry Executives and Managers in Napa, California. The MultiFamily Social Media Summit is a "One-of-a-Kind Conference for Managers and Executives Focused on the ROI of Social Media and Content Marketing in Retaining and Attracting New Residents."
The 2017 Fjord Trend Report offers an in-depth look at the eight most important developments we believe will influence and impact design and innovation for business, government and society in the coming year.
Twelve months of research, 1000+ cups of coffee, and probably an entire forest worth of Post-its (don’t worry—we recycle). That’s what it took for us to compile our Trends 2017 report, which offers an in-depth look at the eight most important developments we believe will influence and impact design and innovation for business, government and society in the coming year.
Visit trends.fjordnet.com for more.
WHAT'S EDITOR? How Editor has changed in 10 years by digitalization of media Hajime Okazawa
I have been editor for 12 years but been in15 different types of editorial positions. That's because editors went through the transformation of publishing industry in the last 12 years.
Online Content - Presentation by Andrea Manfredi, Founder & CEO of Blasting News at the NOAH Conference London 2016, Old Billingsgate on the 11th of November 2016.
I produced this (hypothetical) Public Relations campaign for Hope Street Hotel. The campaign was based around a new law which affected the hotel, and how they would overcome this change.
Take a look at the top priorities for digital marketing in 2017. Including great tools & services to save time and make sure you’re at the top of your game.
The June 2014 edition of Frisk is themed "Brands to Watch Out For." That’s ‘watch out for’ in a sense of ‘they will become bigger and more prominent,’ rather than ‘careful, it’s flying toward the back of your head,’ obviously.
Inside this issue, Leo Burnett London picked the brains – not literally, that would be awful – of their Planning department and Canvas8, a deep-dive insight network, to see what they thought was hot and next-y.
The 2009 Trend Report is TrendHunter.com's complete digest of innovation, consumer trends and business ideas brought to you by the world’s largest trend spotting community (a global network of more than 20,000 trend hunters.) Available at: TrendHunter.com/TrendReports
NEW Groundbreaking AI App Curates & Automatically Crafts High-Value Newsletters People Eagerly Read.
Transform Any Website or YouTube Video into a Newsletter Superior to Anything You Could Write Yourself
The Tech Behind the 'Newsletter Linchpin AI' App
Content Aggregation: The AI Curation Matrix scans multiple sources to gather relevant articles, blog posts, and other types of content based on predefined topics or keywords.
Quality Assessment: The algorithm evaluates the quality of the aggregated content based on factors like readability, relevance, and credibility.
Personalization: The matrix tailors the selection of content to match the preferences and behavior of the target audience, ensuring higher engagement.
Contextual Understanding: The AI understands the context in which certain content will be most effective, allowing for more targeted curation.
Duplication Avoidance: The matrix ensures that the same or similar content is not repeated, keeping the newsletter fresh and engaging.
Multi-Source Integration: The AI Curation Matrix can pull content from various platforms, including blogs, and news sites, offering a diverse range of information.
Real-Time Updates: The matrix constantly updates its content pool, ensuring that the newsletter includes the most current and relevant information.
Automated Summarization: The feature can automatically summarize long articles, providing concise yet informative content for the newsletter.
Idea Generation: The Idea Processor starts by generating a list of potential topics or themes based on user input, trending topics, or historical data.
Concept Mapping: The feature organizes the generated ideas into a conceptual map, showing how different ideas are related or can be combined for more comprehensive coverage.
Content Structuring: The Idea Processor helps in outlining the structure of the newsletter, suggesting where each idea or topic would fit best.
Relevance Scoring: Each idea is scored based on its relevance to the target audience, current trends, and the overall theme of the newsletter.
Idea Prioritization: The algorithm prioritizes ideas based on their scores, ensuring that the most impactful topics are covered first.
Content Suggestions: The processor can suggest internally content that would best convey each idea.
Gap Analysis: The feature identifies gaps or areas that lack sufficient coverage, prompting the user to explore additional topics or angles (only flows with user feedback).
This deck is from a presentation I gave on February 2nd, 2017 to a group of ~200 Multifamily Industry Executives and Managers in Napa, California. The MultiFamily Social Media Summit is a "One-of-a-Kind Conference for Managers and Executives Focused on the ROI of Social Media and Content Marketing in Retaining and Attracting New Residents."
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1. GEN SUMMIT | Barcelona, 11th June 2014
Robot Journalism Bootcamp: Words without writers
A panoramic view through automated journalism:
writing, editing, designing, and selling news
WHAT CAN
ROBOTS DO?
David Sancha | @dsancha
5. GLOBAL
EDITORS
NETWORK
Barcelona
June, 2014
1.
“I need to know if
robots can write news”
tap to edit
The answer could be
controversial. There are a
lot of journalists here…
“I need your help”
tap to edit
Ok. Larry Birbaum can help
you explain this case study:
Narrative science. Robots
can write news from
statistics automatically.
CAN
ROBOTS
WRITE
NEWS?
7. GLOBAL
EDITORS
NETWORK
Barcelona
June, 2014
CAN
ROBOTS
WRITE
NEWS?
1.
NARRATIVE
SCIENCE
Anticipated Earnings Increase for Pall
INVESTING 5/28/2014 @ 10:00AM 16 views
By Narrative Science
Optimism surrounds Pall, as it gets ready to report its third quarter results on
Thursday, May 29, 2014. Analysts are expecting the company to book a profit
of 83 cents a share, up from 74 cents a year ago.
!
The consensus estimate hasn’t changed over the past month, but it’s down
from three months ago when it was 85 cents. For the fiscal year, analysts are
expecting earnings of $3.41 per share. Revenue is projected to eclipse the
year-earlier total of $641.2 million by 6%, finishing at $679.8 million for the
quarter. For the year, revenue is expected to come in at $2.75 billion.
!
While the company has been profitable for the last eight quarters, income has
fallen year-over-year by an average of 18% over the past four quarters. The
company was hit the hardest in the first quarter as it saw profit drop by 79%.
!
Over the last four quarters, revenue rose 1% on average year-over-year. The
biggest boost came in the most recent quarter, when revenue increased 6%
from the year-ago quarter.
!
Other companies in the capital goods sector include: Nordson, Donaldson
Company and Flow International.
11. GLOBAL
EDITORS
NETWORK
Barcelona
June, 2014
2.
“Can a robot be
a news editor?”
tap to edit
We have a lot of human
editors here today. Why
do you need a robot?
“Just an example…”
tap to edit
Let's have a look
at #Open001, the
publication of The
Guardian made by
robots.
CAN A
ROBOT BE
A NEWS
EDITOR?
14. GLOBAL
EDITORS
NETWORK
Barcelona
June, 2014
2.
#OPEN001,
AUTOMATIC
CONTENT
CURATION
CAN A
ROBOT BE
A NEWS
EDITOR?
«You might not guess it, but this publication
was made entirely by robots. Well sort of.
!
More accurately #Open001 is the result of a
smart algorithmic tool that identifies the most
popular and interesting stories across the
Guardian by tracking our reader’s engagement
with our journalism».
‘Introduction’, Open #001 Carter Brokaw, Executive VP Sales
The Guardian
26. GLOBAL
EDITORS
NETWORK
Barcelona
June, 2014
3.
“Can a robot be
a news designer?”
tap to edit
I was assembled in China,
but I was designed in
California by Apple.
“I know that, but
you’re not a designer
tap to edit
Here you have a good
example: Flipboard
creates automatic
layouts for millions of
digital magazines.
CAN A
ROBOT BE
A NEWS
DESIGNER?
27. GLOBAL
EDITORS
NETWORK
Barcelona
June, 2014
3.
Different resolutions
Flipboard generates automatic
magazines for different screen
resolutions and devices.
!
More than 2,000 options
Each page feels hand-crafted,
but the process of layout
design is completely automatic
using an engine called Duplo.
Duplo selects the best layout
to fit the content from more
than 2,000 options.
AUTOMATIC
LAYOUT
DESIGN IN
FLIPBOARD
CAN A
ROBOT BE
A NEWS
DESIGNER?
30. GLOBAL
EDITORS
NETWORK
Barcelona
June, 2014
3.
2. Selecting layouts and applying content
‣ Content match
Duplo compares the contents’
structure against the layout’s
content slots to see how closely it
matches.
‣ Slot selection
Duplo computes the best pairings
of content with slots by optimizing
a fitness function built on dozens
of individually-weighted heuristics.
Page flow: organic sense of variety to the types and number of items on a pageImage feature detection, aspect ratio, scale, crop: the photo fits the frame.
AUTOMATIC
LAYOUT
DESIGN IN
FLIPBOARD
CAN A
ROBOT BE
A NEWS
DESIGNER?
32. GLOBAL
EDITORS
NETWORK
Barcelona
June, 2014
3.
4. Displaying layouts
Duplo uses a type scale to size headline text down according to a designer’s specifications—
lighter weights at large sizes and heavier weights at smaller sizes, all chosen by a designer to
work well together.
AUTOMATIC
LAYOUT
DESIGN IN
FLIPBOARD
CAN A
ROBOT BE
A NEWS
DESIGNER?
36. GLOBAL
EDITORS
NETWORK
Barcelona
June, 2014
“Siri, what about
robots and ads?
tap to edit
David, this is an
interesting point.
“Why?”
tap to edit
Because about 20%
of the overall digital-
ad market is sold by
robots. It’s called
programmatic
advertising.
4.
WHAT
ABOUT
ROBOTS
AND ADS?
39. GEN SUMMIT | Barcelona, 11th June 2014
Robot Journalism Bootcamp: Words without writers
THANK
YOU.David Sancha | @dsancha
dsancha@xalok.com
40. GEN SUMMIT | Barcelona, 11th June 2014
Robot Journalism Bootcamp: Words without writers
THANK
YOU.David Sancha | @dsancha
dsancha@xalok.com
“Thank you”
tap to edit
Thanks, David.
And thanks to all. I
wish you a pleasant
stay in Barcelona.