Daniela Hernandez of Wired reports, “Drawing on the work of a clever cadre of academic researchers, the biggest names in tech—including Google, Facebook, Microsoft, and Apple—are embracing a more powerful form of AI known as ‘deep learning,’ using it to improve everything from speech recognition and language translation to computer vision, the ability to identify images without human help. In this new AI order, the general assumption is that Google is out in front… But now, Microsoft’s research arm says it has achieved new records with a deep learning system it calls Adam, which will be publicly discussed for the first time during an academic summit this morning at the company’s Redmond, Washington headquarters.” Read more
Posts Tagged ‘video’
Enterprise videos– visionary statements, product introductions, town hall meetings, training aids, and conferences – are everywhere on the Internet and corporate Intranets. But no matter how flashy the graphics or how well-prepared the speaker, there’s something missing when it comes to the viewer experience: The ability to search these videos.
Ramp is one of the vendors aiming to address the issue by delivering a fully automated data-driven user experience around finding content. It’s about the ability to watch and look inside a video — a 45-minute keynote, for example, said Joshua Berkowitz, the company’s director of product management at Enterprise Search & Discovery 2014. Everyone has had the experience of starting to view such an event online, only to get distracted by their smartphones or something else a few minutes in. In the meantime, the video plays on and goes right past the part you were most interested in without your even noticing. “How to find the piece of content that interests you in the same way you could find those pieces inside a document?” he asked the audience.
More importantly, how can the supplier of that content facilitate that, as well as other ways to help the viewer interact with the elements they are interested in, or provide additional information such as links to product or contact details? “Time-based metadata for video can revolutionize the search experience,” Berkowitz said, a capability Ramp’s technology supports with its MediaCloud technology that generates time-coded text transcripts and metadata from video content, providing a time-coded transcript and tag set.
Twelvefold Introduces Spectrum for Video: Real-Time URL-Level Video Ad Placements Across All Screens
Aaron Dobrow of the Texas Advanced Computing Center at the University of Texas recently wrote, “Language isn’t always straightforward, even for humans. The multiple definitions in a dictionary can make it difficult even for people to choose the correct meaning of a word. Katrin Erk, a linguistics researcher in the College of Liberal Arts, refers to this as ‘semantic muck.’ Enabled by supercomputers at the Texas Advanced Computing Center, Erk has developed a new method for visualizing the words in a high-dimensional space. Instead of hard-coding human logic or deciphering dictionaries to try to teach computers language, Erk decided to try a different tactic: feed computers a vast body of texts (which are a reflection of human knowledge) and use the implicit connections between the words to create a map of relationships.” Read more
Olivia Solon of Wired.co.uk recently drew attentions attention to startup Wibbitz, calling it a “Summly for video.” In five to ten seconds, she reports, the technology “transforms any article into a one to two-minute video, extracting the salient points from the text, pulling in images and infographics and adding a voiceover.”
Wibbitz, Solon notes, “uses algorithms to extract text from an article, then analyses it using natural language processing and artificial intelligence to understand what the text is taking about. It then summarises the article, and hunts for relevant imagery through various image licensing sites, including Getty, Reuters and AP. It also adds in infographics based on a number of fixed templates and then converts the summarised text into a voiceover (users will soon be able to select one of four different voices).”
GE is having fun showing off their Big Data solutions in a very small (fictional) town called Datalandia. Katie Kaye of AdAge reports, “GE filmed a teensy town in Germany to teach everyday people about the internet of really big things. The maker of data-generating wind turbines and jet engines today will unveil the first of a series of short films that mimic summer-blockbusters to illustrate the industrial internet through scenarios involving blood-sucking vampires and extraterrestrials. ‘What if there was a little town that had the industrial internet and they were using it every day to keep the town folks happy, healthy and productive?’ asked Tommy Means, founder and creative director at Mekanism, the creative agency behind the campaign. The mini-films were shot on location at Miniatur Wunderland, a massive world of model trains and their surroundings in Hamburg that’s loaded with intricate replicas of an airport, ships, hospitals, a soccer stadium, and countless itsy-bitsy inhabitants. GE has named the realm created for the campaign ‘Datalandia’.” Read more
Michael Learmonth of Ad Age reports, “Twitter is attempting to deepen its links to TV — as well as skim TV ad budgets — with a series of new media deals and technology to target ads at TV viewers. Twitter’s ad pitch has been consistent over the past year: advertising on Twitter in conjunction with TV makes TV ads more effective. ‘Our perspective is everybody in digital has it wrong; they have ben going to market with an either-or proposition,” said Twitter global head of revenue Adam Bain. Twitter is a bridge to these different screens and experiences.’ Today, at an Internet Week event, the company unveiled a series of media deals and a targeting tool designed to bring TV advertisers on to Twitter.” Read more
Michael Dunn, CTO of Hearst Media has been quoted saying, “Video, in its native form, is a blob of content… and it’s hard to extract data from it.” Thankfully, semantic technologies are starting to take video “beyond the blob,” and that is precisely what panelists at the upcoming Semantic Technology and Business Conference in San Francisco will discuss.
The panel discussion Beyond the Blob: Semantic Video’s Coming of Age is set to begin at 2:25 on Monday, June 3 at SemTechBiz and will feature a panel of semantic web professionals with a broad range of experience regarding semantic video. The panel will be moderated by Kristen Milhollin, Project Lead & Founder of GoodSpeaks.org, an organization aimed at creating a nonprofit media and data distribution network that increases public awareness and support of the work done by nonprofit and other charitable organizations. Read more
Friend of SemanticWeb.com Dr. James Hendler recently shared his perspective on the arrival of Watson at Rensselaer Polytechnic Institute: “Every single student in the Department of Computer Science here at Rensselaer Polytechnic Institute has the potential to revolutionize computing. But with the arrival of Watson at Rensselaer, they’re even better positioned to do so. Watson has caused the researchers in my field of artificial intelligence (AI) to rethink some of our basic assumptions. Watson’s cognitive computing is a breakthrough technology, and it’s really amazing to be here at Rensselaer, where we will be the first university to get our hands on this amazing system.” Read more
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