GreatMindsWorking.com is a site dedicated to news from fields including A.I., computational linguistics, robotics, developmental psychology, machine learning, and cognitive science, with special focus on language-related technologies.

This site also provides information about Experience-Based Language Acquisition (EBLA), the software system that I developed as part of my dissertation research at the LSU Department of Computer Science.

Brian E. Pangburn
May 27, 2003

A wiki for Computational Linguistics

The ACL has created a new wiki specifically for Computational Linguistics: http://aclweb.org/aclwiki The purpose of this wiki is to facilitate the sharing of information on all aspects of Computational Linguistics. Wikipedia contains some excellent articles on Computational Linguistics, but the mandate of Wikipedia is to be an encyclopedia. This means that Wikipedia articles must be written for a general audience, not for specialists. It also means that content such as job ads and course outlines is not suitable for Wikipedia. Therefore this new wiki was created to fill a role that Wikipedia cannot fill.

Read more here.

Could self-aware cities be the first forms of artificial intelligence?

The cities of the future will be huge and super-dense — but will they also be alive? Could the increasingly complex systems needed to manage the next generation of megacities become our first true artificial intelligence? People have speculated before about the idea that the Internet might become self-aware and turn into the first "real" A.I., but could it be more likely to happen to cities, in which humans actually live and work and navigate, generating an even more chaotic system?

Read more here.

Scientists Develop Brain-Microchip Bridge

"Canadian scientists have developed a microchip capable of monitoring the electrical and chemical communication channels between individual neurons. This is the first time scientists have been able to monitor the interaction between brain cells on such a precise and subtle level. In addition to providing the ability to see more easily the impact of drugs on various mental disorders during testing, this provides one of the first fundamental steps towards real mind-machine interface."

Read more here.

Natural Language Processing Tool for Bioinformatics

Led by Professor Victor Maojo, a team of researchers from the GIB (including Guillermo de la Calle, Miguel Garcia-Remesal, Diana de la Iglesia, and Stefano Chiesa) have developed an innovative methodology designed to discover, retrieve, and automatically classify bioinformatic resources from specialized scientific literature. The developed index of resources is freely available via the web application BioInformatics Resource Inventory (BIRI).

The methodology is based on natural language processing and artificial intelligence techniques used to retrieve and automatically classify key information contained in scientific articles — primarily abstracts. Each article is analyzed morphologically, syntactically, and semantically in search of a series of set patterns that are able to automatically identify the names, functionality, access URL, and in some cases, the resource inputs and outputs without user intervention.

Google Prediction API

The Prediction API enables access to Google's machine learning algorithms to analyze your historic data and predict likely future outcomes. Upload your data to Google Storage for Developers, then use the Prediction API to make real-time decisions in your applications. The Prediction API implements supervised learning algorithms as a RESTful web service to let you leverage patterns in your data, providing more relevant information to your users. Run your predictions on Google's infrastructure and scale effortlessly as your data grows in size and complexity.

AAAI 2010 Fall Symposia

The Association for the Advancement of Artificial Intelligence is pleased to present the 2010 Fall Symposium Series, to be held Thursday through Saturday, November 11–13, at the Westin Arlington Gateway in Arlington, Virginia. The titles of the eight symposia are as follows

* Cognitive and Metacognitive Educational Systems
* Commonsense Knowledge
* Complex Adaptive Systems: Resilience, Robustness, and Evolvability
* Computational Models of Narrative
* Dialog with Robots
* Manifold Learning and Its Applications
* Proactive Assistant Agents
* Quantum Informatics for Cognitive, Social, and Semantic Processes

Microsoft Shows Off 'Milo' Virtual Human

Microsoft released a video showing off its 'virtual human' technology, named Milo, designed for the company's hands-free Xbox 360 motion controller called Kinect at TED Global in Oxford. Milo is built to react to people's emotions, body movements, and voice, allowing players to interact with the virtual character. It was built using artificial intelligence developed by Lionhead studios, along with undisclosed technology from Microsoft. According to games designer Peter Molyneux, the game exploits psychological techniques to make a person feel that Milo is real. Each Milo character will be unique because every player's interaction with the virtual character will sculpt the type of virtual person Milo will evolve to become.

AI Predicts Manhole Explosions In New York City

Every so often, a 300-pound manhole cover blows sky high in Gotham, followed sometimes by a column of flame and smoke. (There are a few hundred 'manhole incidents' per year in the city, not all of them this dramatic.) Researchers from Columbia University applied machine learning algorithms to Con Edison's warren of aging electrical wires and sewage access points around Manhattan. As the system learns where dangerous mixtures of sewer gas and decrepit wiring are likely to come in contact, it makes forecasts about trouble spots, including where the next explosion may occur. The team has just completed rankings for manholes in Brooklyn and the Bronx, and plans to return to Manhattan's grid, armed with the most recent inspection and repair data.

2010 IEEE Workshop on Spoken Language Technology

The Third IEEE Spoken Language Technology (SLT) Workshop will be held between December 12-15, 2010 in Berkeley, CA. SLT 2010 is co-sponsored by ACL and ISCA. The goal of this workshop is to allow the language processing community to share and present recent advances in various areas of spoken language technology.

Read more here.

At The Extreme Edge Of Artificial Intelligence

Look around and you'll find A.I. applications popping up in a rash of industries, making once labor-intensive tasks--everything from matching hungry shoppers with targeted advertisements to discharging patients from hospitals--far faster and cheaper. As the cost of computing power continues to fall, A.I. will play an ever larger role in society's collective decision making.

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