In this post, I'll explain my approach and show some preliminary results. This is going to be a long post, so here's an overview of the different sections. If you want to skip ahead, just click the section title to go there. Traditionally, Spotify has relied mostly on collaborative filtering approaches to power their recommendations. The idea of collaborative filtering is to determine the users' preferences from historical usage data. For example, if two users listen to largely the same set of songs, their tastes are probably similar. Conversely, if two songs are listened to by the same group of users, they probably sound similar. This kind of information can be exploited to make recommendations.

There may be bad news for horror film writers - computers could soon be taking your job. A new independent horror film called'Impossible Things' has been produced in part by an artificial intelligence tool. The creators have billed the film as the'the scariest and creepiest horror film out there.' The AI software was used to develop'perfect plot twists' for the film, which is about a grieving mother who, after the death of her daughter, is driven to insanity by a supernatural being Impossible Things is a horror film which was reportedly produced by an artificial intelligence (AI) software tool. The tool analysed audience response data to help the writers craft plot points that connect with viewer demand. The AI software was used to develop'perfect plot twists' for the film, which is about a grieving mother who, after the death of her daughter, is driven to insanity by a supernatural being.

The Drum's latest documentary, produced in association with Teads, 'The Automation of Creativity' explores the role of artificial intelligence (AI) in advertising. Automation will claim 50% of all jobs in the next 30 years, according to Rice University professor Moshe Vardi, but creativity is impossible to automate, right? Adland will surely escape this robot advance? Such a binary argument fails to take into account the huge leaps artificial intelligence (AI) and other such technologies are making. Why, when it is being used in film-making, music and even journalism, should advertising avoid the onslaught?

Want to make your own film soundtrack in minutes? Fancy creating a track to help you sleep? With the AI music maker, Jukedeck, this is all possible. Jukedeck allows anyone to make music. Simply select the genre, such as folk, rock or cinematic; the'mood', which can be uplifting or aggressive, and the length of time for the track.

"Continuous improvement is better than delayed perfection." Over the last couple of years, I have seen a lot of handwringing among the Technorati about how innovation is dead and that, from now on, there will only be boring iteration. The Mobile Revolution caused a dynamic shift in the way people interact with computers in ways that we can both measure … and have no idea it is even taking place. Smartphones gave rise to the apps economy and endless opportunity. But, as all cycles do, the luster of the Mobile Revolution is beginning to fizz out. It's incredibly difficult to build a new app and become a success, smartphones have become commodities and the cloud is so ubiquitous that people hardly give it a second thought anymore.

The overall goal is to target treatment specifically to each individual so that clinical outcomes for that individual are optimized. One direction of attack is to use patient data to discover decision rules which specify the treatment to use as a function of a vector of features from the patient. Regression and classification are important statistical tools for estimating such rules based on either observational data or data from a randomized trial, and machine learning can help with this because of its ability to artfully handle high dimensional feature spaces with potentially complex interactions.

FILE - In this Oct. 21, 2016 file photo, a Samsung Electronics' Galaxy S7 is displayed as customers wait in line to buy Apple's iPhone 7 at a mobile phone shop in Seoul, South Korea. Apple Inc. began selling the iPhone 7 in South Korea on Friday. The South Korean company said Sunday, Nov. 6, 2016, that the Galaxy S8 smartphone will let users order food or perform other tasks without going through a third-party application but by simply asking the phone's virtual assistant.

Comcast Corp. CEO Brian Roberts said Friday that he believes one of the biggest business trends will be "artificial intelligence," in which computers do tasks once done by people, leading to smart cities and smart cars. He didn't say how he thought artificial intelligence could transform Comcast, but he noted that "there's always a dark side to that kind of change." In a question-and-answer format, Roberts spoke conversationally to about 1,200 executives, lawyers, city and state officials, and others at the annual Greater Philadelphia Chamber of Commerce breakfast . Before Roberts' remarks, Drexel University president John Fry officially took over as the chamber's board chairman, replacing Exelon Corp.'s Dennis O'Brien. Fry said he believed that Philadelphia could be one of the world's 25 top-tier cities, but that civic leaders couldn't be complacent because "as we sit down here for breakfast, [competing cities] are preparing to eat our lunch."

Adobe announces "Stylit", neural-style like feature to be implemented in future products [N]