Publication | Closed Access
Reintroducing Prediction to Explanation
134
Citations
29
References
2009
Year
Natural Language ProcessingBest ExplanationCognitive ScienceEngineeringExplanation-based LearningCognitive ToolAutomated ReasoningPredictive AnalyticsSymmetry ThesisEpistemologyCognitionSocial SciencesInterpretabilityPredictabilityExperimental PsychologyPredictive LearningExplainable AiPlausible Reasoning
Although prediction has been largely absent from discussions of explanation for the past 40 years, theories of explanation can gain much from a reintroduction. I review the history that divorced prediction from explanation, examine the proliferation of models of explanation that followed, and argue that accounts of explanation have been impoverished by the neglect of prediction. Instead of a revival of the symmetry thesis, I suggest that explanation should be understood as a cognitive tool that assists us in generating new predictions. This view of explanation and prediction clarifies what makes an explanation scientific and why inference to the best explanation makes sense in science.
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