Computer Scientist, 3form
San Francisco Bay Area
Computer Scientist, 3form
San Francisco Bay Area
My primary research interest is understanding the mechanisms of collective intelligence and developing computational techniques that make groups of people more intelligent and effective in identifying/solving their problems.
Since 1995, I am exploring new forms of organization enabled by collaborative filtering and evolutionary computation. My project 3form Free Knowledge Exchange, launched in summer 1998, combines intelligent abilities of many people to identify and solve their problems by allowing them to perform simple operations on available knowledge: select, contribute, modify, and recombine pieces of knowledge. The goal of the project is to create an open community that effectively makes every participant more successful in solving her everyday problems. It also implements the concept of attention economy: the social software controlling the flows of problems and solutions at the site ensures that attention of people is allocated in a fair way, the amount of attention a person receives to her problems is balanced against the amount of attention this person pays to problems of others.
* Collective intelligence
* Enterprise resource planning
* Innovation and knowledge management
* Knowledge markets
* Evolutionary computation
* Social software
* Bioinformatics
(Privately Held; 11-50 employees; Internet industry)
January 2008 — Present (1 year 7 months)
(Privately Held; 1-10 employees; Computer Software industry)
June 2006 — Present (3 years 2 months)
(Privately Held; 1-10 employees; Information Technology and Services industry)
May 1998 — Present (11 years 3 months)
(Educational Institution; 5001-10,000 employees; Higher Education industry)
August 2000 — May 2006 (5 years 10 months)
(Privately Held; 11-50 employees; Logistics and Supply Chain industry)
January 1999 — April 2000 (1 year 4 months)
(Non-Profit; 1001-5000 employees; Think Tanks industry)
January 1996 — December 1997 (2 years)
(Privately Held; 1-10 employees; Information Technology and Services industry)
January 1991 — May 1995 (4 years 5 months)
(Privately Held; 51-200 employees; Wholesale industry)
February 1993 — May 1995 (2 years 4 months)
PhD , Computer Science , 2000 — 2006
Human-based evolutionary computation, collective intelligence, social networks, social software, bioinformatics
3form community, donationcoder.com
Best paper award, "Evolutionary computation as a form of organization" with David Goldberg, GECCO-2002
Invited paper on human-based genetic algorithm, IEEE SMC-2001
Best business plan award in competition "Business for Russia", named distinguished Russian entrepreneur by USIA, 1995
Pavel N. Yablochkow fellowship for excellence in scholarship, 1990-1992