About Me:

 Bio and Publications
 Cynthia at Cycorp

Contact:

 Email:
 Click here

 Office:
 414 Allen Center

 Address:
 Cynthia Matuszek
 University of Washington
 Dept. of Computer
   Science and Engineering
 Box 352350
 Seattle, WA 98195-2350

Bio:

I am a third-year graduate student in the University of Washington's Computer Science and Engineering department, working with Dieter Fox. My main research interests include machine learning, robotics, and knowledge representation; my current research involves using statistical machine translation methods to learn to control robots by parsing from natural interactions directly to hardware-level commands, minimizing the need for intermediate steps. I have also collaborated with the security group.

Prior to coming to UW, I worked at Cycorp, where my work focused on using knowledge in the Cyc knowledge base to support machine learning of additional knowledge, as well as security applications of knowledge-based AI.

Publications:

• Following Directions Using Statistical Machine Translation. In Proceedings of the 5th ACM/IEEE International Conference on Human-Robot Interaction, Osaka, Japan, March 2010. Cynthia Matuszek, Dieter Fox, Karl Koscher. BibTEX

• A Spotlight on Security and Privacy Risks with Future Household Robots: Attacks and Lessons. In Proceedings of the Eleventh International Conference on Ubiquitous Computing, Orlando, FL, October 2009. Tamara Denning, Cynthia Matuszek, Karl Koscher, Joshua R. Smith, Tadayoshi Kohno. BibTEX

• Autonomous Classification of Knowledge into an Ontology. In Proceedings of the Twentieth International FLAIRS Conference, Key West, FL, May 2007. Matthew E. Taylor, Cynthia Matuszek, Bryan Klimt, Michael Witbrock.

• Guiding Inference with Policy Search Reinforcement Learning. In Proceedings of the Twentieth International FLAIRS Conference, Key West, FL, May 2007. Matthew E. Taylor, Cynthia Matuszek, P. Reagan Smith, Michael Witbrock.

• Common Sense Reasoning – From Cyc to Intelligent Assistant In Yang Cai and Julio Abascal (eds.), Ambient Intelligence in Everyday Life, pp. 1-31, LNAI 3864, Springer, 2006. Kathy Panton, Cynthia Matuszek, Douglas Lenat, David Schneider, Michael Witbrock, Nick Siegel, Blake Shepard.

• Automated Population of Cyc: Extracting Information about Named-entities from the Web. In Proceedings of the Nineteenth International FLAIRS Conference, pp. 153-158, Melbourne Beach, FL, May 2006. Purvesh Shah, David Schneider, Cynthia Matuszek, Robert C. Kahlert, Bjørn Aldag, David Baxter, John Cabral, Michael Witbrock, Jon Curtis.

• An Introduction to the Syntax and Content of Cyc. In Proc. of the 2006 AAAI Spring Symposium on Formalizing and Compiling Background Knowledge and Its Applications to Knowledge Representation and Question Answering, Stanford, CA, March 2006. Cynthia Matuszek, John Cabral, Michael Witbrock, John DeOliveira.

• Converting Semantic Meta-Knowledge into Inductive Bias. In Proc. of the 15th International Conference on Inductive Logic Programming, Bonn, Germany, August 2005. John Cabral, Robert C. Kahlert, Cynthia Matuszek, Michael Witbrock, Brett Summers.

• Searching for Common Sense: Populating Cyc from the Web. In Proc. of the Twentieth National Conference on Artificial Intelligence, Pittsburgh, Pennsylvania, July 2005. Cynthia Matuszek, Michael Witbrock, Robert C. Kahlert, John Cabral, David Schneider, Purvesh Shah, Douglas Lenat.

• A Knowledge-Based Approach to Network Security: Applying Cyc in the Domain of Network Risk Assessment. In Proc. of the Seventeenth Innovative Applications of Artificial Intelligence Conference, Pittsburgh, Pennsylvania, July 2005. Blake Shepard, Cynthia Matuszek, C. Bruce Fraser, William Wechtenhiser, David Crabbe, Zelal Güngördü, John Jantos, Todd Hughes, Larry Lefkowitz, Michael Witbrock, Douglas Lenat, Eric Larson.

• Gathering and Managing Facts for Intelligence Analysis. In Proc. of the 2005 International Conference on Intelligence Analysis, McLean, Virginia, May 2005. David Schneider, Cynthia Matuszek, Purvesh Shah, Robert C. Kahlert, David Baxter, John Cabral, Michael Witbrock, Douglas Lenat.

• Knowledge Begets Knowledge: Steps towards Assisted Knowledge Acquisition in Cyc. in Papers from the 2005 AAAI Spring Symposium on Knowledge Collection from Volunteer Contributors (KCVC), pp. 99-105. Stanford, California, March 2005. Michael Witbrock, Cynthia Matuszek, Antoine Brusseau, Robert C. Kahlert, C. Bruce Fraser, Douglas Lenat.