Posts

Going beyond just clicks and views: An interview with Dr. Elisabeth Lex

As part of our ongoing AI In your Community series, I sat down with Dr. Elisabeth Lex, Assistant Professor at Graz University of Technology and head of Social Computing at Know-Center.

Dr. Elisabeth Lex

Tara Chklovski:What problem or area of research are you working on?

Elisabeth Lex: I’m working on a number of different projects at the moment! One of those projects is improving recommender systems. We look at how humans behave on certain tasks, and then design algorithms that are more effective and personalized. I like this field of research a lot because it’s very interdisciplinary.

Another project I’m working on looks at patterns of collaboration within networks to identify the factors that can improve collaboration, or make it more difficult. We’re also studying the effect of social status on how opinions spread over a network.

Finally, another of my research topics is open science. We want to open up the scientific process, the ivory tower of academia so all people can benefit from scientific research — not just the researchers through their publications.

Read more

The General AI Challenge: An Interview with Marek Rosa

Tara Chklovski: Thanks for doing this. Can you tell me a bit about the area you’re working in and what types of problems you’re looking to solve? Marek Rosa: I have two areas: One is computer game development and the other is AI.  Regarding AI, my interest lies in trying to develop general artificial intelligence […]

A new way of doing AI research — A conversation with François Chollet

TC: How can children learn more about AI? FC: One fun way to get started is to build very simple video games in JavaScript or modify an existing game. There’s a very low barrier to entry and it can be a gateway to learning about AI, because once you have a video game, you can try to […]

From social media to medicine: applications of machine learning with Katherine Heller

Tara Chklovski:  I’d love to learn a little bit about your research. What area, topic, and problem are you working on? Katherine Heller:  In an applied sense, I do research on a couple of different areas. In a methodological sense, it’s really one thing. I’ve done a bunch of work related to social science and […]

Computational Drug Discovery: An Interview with Dr. Anne Carpenter

Tara Chklovski: What problem are you working on? Anne Carpenter: My group is developing software to accelerate drug discovery. Normally a researcher works on a single disease, devoting her entire life to studying it. We are working on a general software tool for image analysis. You may wonder why we need image analysis to cure […]

Intelligent Music: Emilia Gómez on Big Data and Making Music More Accessible

In our ongoing AI in Your Community series, I spoke with Emilia Gómez, a researcher on music information retrieval—an interdisciplinary area dealing with music and artificial intelligence. She works at the Music Technology Group, Universitat Pompeu Fabra in Barcelona, Spain. Tara Chklovski: What problem are you currently working on? Emilia Gómez: My research deals with […]

Matching Real Solutions to Real Needs — Dr. Carolyn Rosé on Conversation-Improving AI and Collaborative Learning

Tara Chklovski: What is your current work? Carolyn Rosé: I work in the area of education, trying to apply artificial intelligence techniques to support students’ learning. In particular, I’m trying to identify characteristics of people that would make them work well together and then connecting them. So we very much are not trying to replace […]

The essence of happiness — Dr. Qiang Yang on teaching computers and humans

Tara Chklovski: What research areas are you working on? Qiang Yang: I’m working on developing algorithms for machine learning. Machine learning is where you train a computer to do things that you do and are an expert at. The way we teach computers is by first generating lots of examples — this is known as […]