Joel Chan, owning it while I'm honing it

@JoelChan86

Assistant Professor at & . Research/teach information infrastructures for innovation and discovery. Human. Son, father, husband.

College Park, MD, USA
Vrijeme pridruživanja: listopad 2011.

Medijski sadržaj

  1. Skimming this fascinating paper on and what we can learn from it about the human mind. One stray observation that struck me: best performing facial recognition model has 28 layers w/ 140M params; for language modeling, need 48 layers w/ > 1.5B params!

  2. Many good takes on what transpired at - here's one I like: what happened makes clear as day to us that "2020 is going to be a year of division and polarization. The question is: will this also be the year we start writing a counter-story?"

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  4. Some neat example "journals" in this vein. - analyze the topical distribution of the papers in these journals and compare to traditional journals. Could also see whether these do a better job of bridging/linking science's network structure than traditional journals.

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    Margaret Boden's idea of "transformational creativity" is a nice conceptual grounding for this too. Nicely described here (although not the original paper): - can be formalized with Bayesian surprise methods if you have good ways of mapping the domain

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    One nice example of this sort of qualitative shift measure is this work by : rate at which new standardized keywords are added to a field:

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    Folks in visual analytics also grapple with this: they want to create tools that increase p(insight), but that is hard to conceptualize and measure: - they come to a similar conclusion

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    Provocative question! This q is quite similar to what we grapple with in research. Agree there is no simple metric, need to triangulate. NSF-sponsored creativity support tools workshop (led in part by ) had this as a major conclusion:

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    Idea I think is from Shipman et al's classic "formality considered harmful"

  10. Florence Nightingale invented the polar area diagram ca. 1850s h/t

  11. Some nice examples in this article, relating to what some call "Gates' Law": (img source: )

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    Have you read this paper? One of our lab's canonical references for thinking about the relationship between private and public annotations/notes:

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    2: This is an old (but gold) book chapter that examines types and criteria for synthesis. The authors (Strike and Posner) are well known in ed / psych circles for their work on conceptual change:

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