II.
LibraryProcess overview
Reference · livelib-process:scientific-discovery--heuristic-reasoning
heuristic-reasoning overview
Use simple rules that often work; fast but accept bias for speed. Fast-and-frugal heuristics
Attributes
displayName
heuristic-reasoning
description
Use simple rules that often work; fast but accept bias for speed. Fast-and-frugal heuristics
libraryPath
library/specializations/domains/science/scientific-discovery/heuristic-reasoning.js
specialization
scientific-discovery
references
- - Gigerenzer, G. et al. (1999). Simple Heuristics That Make Us Smart - Kahneman, D. (2011). Thinking, Fast and Slow - Todd, P.M. & Gigerenzer, G. (2012). Ecological Rationality
example
// Input: Problem with time pressure requiring fast decisions
// Output: Heuristic-based solution with speed/accuracy trade-off analysis
usesAgents
- hypothesis-generator
Outgoing edges
lib_applies_to_domain1
- domain:scientific-discovery·DomainScientific Discovery
lib_belongs_to_specialization2
- specialization:scientific-research-methods·SpecializationScientific Research Methods
- specialization:scientific-discovery·SpecializationScientific Discovery
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:research-engineer·RoleResearch Engineer
- role:computational-scientist·RoleComputational Scientist
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:deep-web-research·SkillAreaDeep Web Research
Incoming edges
None.