S4D Insights2019-06-21T16:28:36-05:00

Understanding Convolutional Neural Networks for NLP – WildML

it seems like CNNs wouldn’t be a good fit for NLP tasks. Recurrent Neural Networks make more intuitive sense. They resemble how we process language (or at least how we think we process language): Reading sequentially from left to right. Fortunately, this doesn’t mean that CNNs don’t work.  All models are wrong, but some are useful. It turns out that CNNs applied to NLP problems [...]

February 22nd, 2017|Categories: Science4Data|

Perception of risk

Studies of risk perception examine the judgements people make when they are asked to characterize and evaluate hazardous activities and technologies. This research aims to aid risk analysis and policy-making by providing a basis for understanding and anticipating public responses to hazards and improving the communication of risk information among lay people, technical experts, and decision-makers. This work assumes that [...]

February 22nd, 2017|Categories: Science4Data|

Behavioral strategy to combat choice overload

Behavioral economics combines elements of psychology and economics, with the primary assumption that cognitive biases and/or limitations often prevent people from making optimal decisions, despite their intentions and best efforts.1 Over the last 60 years, researchers and theorists have introduced upward of 80 concepts exploring these predictable biases to which individuals often fall victim, as books such as Nudge; Thinking, [...]

February 22nd, 2017|Categories: Science4Data|
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