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Luminoso
Luminoso, a Cambridge, MA-based text analysis and artificial intelligence company, spun out of the MIT Media Lab and its crowd-sourced Open Mind Common Sense (OMCS) project.
The company has raised $8 million in financing and its clients include Sony, Autodesk, Intel, NASA, REI and Scotts.〔〔〔
==History==
Luminoso was co-founded in 2010 by Dennis Clark, Jason Alonso, Rob Speer, and CEO Catherine Havasi, a research scientist at MIT in artificial intelligence and computational linguistics. The company builds on the knowledge base of MIT’s OMCS project,〔〔〔 co-founded in 1999 by Havasi, who continues to serve as its director. OMCS is a crowd-sourced knowledge base with more than seventeen million facts from over 15,000 contributors.〔〔Robert Speer, Catherine Havasi, and Henry Lieberman. (AnalogySpace: Reducing the Dimensionality of Common Sense Knowledge ). AAAI 2008.〕〔Catherine Havasi. Discovering Semantic Relations Using Singular Value Decomposition Based Techniques. Ph.D Thesis, Brandeis University June 2009.〕 The company also commercializes the work of MIT Media Lab’s ConceptNet. ConceptNet is a semantic network based on the information in the OMCS database and is part of the “common sense reasoning” branch of artificial intelligence.〔Catherine Havasi, Rob Speer and Jason Alonso. (ConceptNet 3: a Flexible, Multilingual Semantic Network for Common Sense Knowledge ). Proceedings of Recent Advances in Natural Language Processing, 2007.〕
During the World Cup in June 2014, the company provided a widely-reported real-time sentiment analysis of the U.S. vs. Germany match, analyzing 900,000 posts on Twitter, Facebook and Google+.〔
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