Natural language & AI
Nuance Communications, Inc. 1198 E. Arques Ave, Sunnyvale, CA 94085 Room 201, 1:30pm PST
For centuries, high-level mathematics research has been seen as an isolated creative activity, to produce a proof for review and acceptance by research peers. Mathematics is now at a remarkable inflexion point, with new technology radically extending the power and limits of individuals. Crowdsourcing pulls together diverse experts to solve problems; symbolic computation tackles huge routine calculations; and computers can check formally proofs that are just too long and complicated for any human to comprehend.
Mathematical practice is an emerging interdisciplinary field which draws on philosophy, social science and ethnography, and the input of mathematicians themselves, to understand how mathematics is produced. Online mathematical activity provides a rich source of data for empirical investigation of mathematical practice – for example the community question answering system mathoverflow contains around 40,000 mathematical conversations, and polymath collaborations provide transcripts of the process of discovering proofs. Investigations of these texts show the importance of “soft” aspects such as analogy and creativity, alongside formal deduction, in the production of mathematics, and give us new ways to think about the possible complementary roles of people and machines in creating new mathematical knowledge.
Social machines are new paradigm, identified by Berners-Lee, for viewing a combination of people and computers as a single problem-solving entity, and the subject of major international research endeavours. I outline a research agenda for mathematics social machines, a combination of people, computers, and mathematical archives to create and apply mathematics, which is being pursued at Oxford under an EPSRC Fellowship.
Mini Bio from Wikipedia:
Ursula Hilda Mary Martin CBE is a British computer scientist, with research interests in theoretical computer science and formal methods. She is also known for her activities aimed at encouraging women in the fields of computing and mathematics.