AAAI 2014: Connecting Machine Learning and Human Intelligence

The AAAI Spring Symposia are a place for worldwide artificial intelligence, machine learning, and other computer scientists to present and discuss innovative theoretical research in a workshop-like environment. In 2013, some of the topics included: learning, autonomous systems, wellness, crowd computing, behavior change, and creativity.

Proposals are underway for 2014. Please indicate your opinion by voting at the poll at the top right for these potential topics:

• My data identity: personal, social, universal 
• Big data becomes personal: knowledge into meaning 
• Wearable computing and digital affect: wellness, bioidentity, and intentionality 
• Big data, wearable computing, and identity construction: knowledge becomes meaning 
• Personalized knowledge generation: identity, intentionality, action, and wellness

Cognitive and social enhancement tools

Computer software and the internet have long been cognitive enhancement tools. Spellchecker obviated the need for spelling skills. Wikipedia and the internet obviated the need for fact memorization. There is less reason to earn a PhD if the module might be available as a cognitive plug-in within a few years.

The need to speak foreign languages is reduced with Google Translate for Android.

Social networks like Facebook are acting as a social prosthetic. It is now possible to have a massively larger context-driven social apparatus with deep-interest specificity.

Accessing, assimilating, applying, and interacting around knowledge and information has become the critical 21c skill set.