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" A python application that detects and highlights the heart-rate of an individual (using only their own webcam) in real-time. "

"The company's research arm is experimenting with facial recognition to gauge how audiences react. "

We show that easily accessible digital records of behavior, Facebook Likes, can be used to automatically and accurately predict a range of highly sensitive personal attributes including: sexual orientation, ethnicity, religious and political views, personality traits, intelligence, happiness, use of addictive substances, parental separation, age, and gender. The analysis presented is based on a dataset of over 58,000 volunteers who provided their Facebook Likes, detailed demographic profiles, and the results of several psychometric tests. The proposed model uses dimensionality reduction for preprocessing the Likes data, which are then entered into logistic/linear regression to predict individual psychodemographic profiles from Likes. The model correctly discriminates between homosexual and heterosexual men in 88% of cases, African Americans and Caucasian Americans in 95% of cases, and between Democrat and Republican in 85% of cases. For the personality trait "Openness," prediction accuracy is close to the test-retest accuracy of a standard personality test. We give examples of associations between attributes and Likes and discuss implications for online personalization and privacy.

We show that easily accessible digital records of behavior, Facebook Likes, can be used to automatically and accurately predict a range of highly sensitive personal attributes including: sexual orientation, ethnicity, religious and political views, personality traits, intelligence, happiness, use of addictive substances, parental separation, age, and gender.

Channel 4 is bolstering its video on demand advertising package with a new ad format that can directly address viewers by their name. Accessing registration data, the company can directly address viewers with an audio personalised digital ad campaign.

This Manchester band's new music video is configured so that you'll never see the same thing twice.

All life could be here, in a snapshot of this very moment. But as quickly as the film fades, the moment is lost. Play it again, and new recordings are collected from the world's online archive. What follows has the potential to fascinate, or could well be routine - but each time is different."

An adaptive story that takes you on a road trip, as well a personal journey.

Future Macs may adjust their audio depending on where you're sitting or standing - and based on how many folks are in a room. Apple has filed for a patent (number 20170249122) for "devices with enhanced audio." The patent involves a system for enhancing audio including a Mac and an output device. The Mac includes a sensor configured to determine a user location relative to the computer. The sensor is also configured to gather environment data corresponding to an environment of the computer.