Title
Soccer science and the Bayes community: exploring the cognitive implications of modern scientific communication.
Abstract
Science is a form of distributed analysis involving both individual work that produces new knowledge and collaborative work to exchange information with the larger community. There are many particular ways in which individual and community can interact in science, and it is difficult to assess how efficient these are, and what the best way might be to support them. This paper reports on a series of experiments in this area and a prototype implementation using a research platform called CACHE. CACHE both supports experimentation with different structures of interaction between individual and community cognition and serves as a prototype for computational support for those structures. We particularly focus on CACHE-BC, the Bayes community version of CACHE, within which the community can break up analytical tasks into "mind-sized" units and use provenance tracking to keep track of the relationship between these units.
Year
DOI
Venue
2010
10.1111/j.1756-8765.2009.01049.x
TOPICS IN COGNITIVE SCIENCE
Keywords
Field
DocType
Scientific reasoning,Distributed cognition,Provenance tracking,Decision analysis,Bayes community,Collaboration,Bayesian reasoning
Decision analysis,Data science,Bayesian inference,Cache,Computer science,Cooperative behavior,Socially distributed cognition,Scientific communication,Cognition,Bayes' theorem
Journal
Volume
Issue
ISSN
2.0
1.0
1756-8757
Citations 
PageRank 
References 
2
0.42
14
Authors
5
Name
Order
Citations
PageRank
Jeff Shrager1676.28
Dorrit Billman26215.38
Gregorio Convertino365847.37
J P Massar4483.97
Peter Pirolli53661538.83