Advances in machine learning and natural language processing are revolutionizing the way we live, work, and think. As for any science, they are based on assumptions about what the world is, and how humans interact with it. In this paper, I discuss what is potentially one of these assumptions: structuralism, which states that all cultures share a hidden structure. I illustrate this assumption with political footprints: a machine-learning technique using pre-trained word vectors for political discourse analysis. I introduce some of (...) the benefits and limitations of structuralism when applied to machine learning, and the risks of exploiting a technology before establishing the validity of all its hypotheses. I consider how machine-learning techniques could evolve towards hybrid structuralism or post-structuralism, and how deeply these developments would impact cultural studies. (shrink)

Advances in machine learning and natural language processing are revolutionizing the way we live, work, and think. As for any science, they are based on assumptions about what the world is, and how humans interact with it. In this paper, I discuss what is potentially one of these assumptions: structuralism, which states that all cultures share a hidden structure. I illustrate this assumption with political footprints: a machine-learning technique using pre-trained word vectors for political discourse analysis. I introduce some of (...) the benefits and limitations of structuralism when applied to machine learning, and the risks of exploiting a technology before establishing the validity of all its hypotheses. I consider how machine-learning techniques could evolve towards hybrid structuralism or post-structuralism, and how deeply these developments would impact cultural studies. (shrink)

Christophe Bruchansky asks if we’re living in a global themepark. -/- Walt Disney World opened in Florida in 1971. It was the second theme park built by Disney, the first being Disneyland in California in 1955. Disney World is not one theme park, but a group of four theme parks, two water parks, and many hotels, all together in Orlando. It is one of the most visited attractions in the world, and represents far from merely an American phenomenon. Disney theme (...) parks are now located in Paris, Tokyo and Hong Kong, and a new park has recently been announced for Shanghai. But what is a Disney theme park? Is it a utopia? Is it a heterotopia – a concept defined by French philosopher Michel Foucault? Or is it something else? As you will see from this article, understanding Disney World requires a profound reflection on culture, history and reality. (shrink)