- Deep Data Dives Discover Natural Laws | Communications of the ACM
- “[researchers Lipson and Schmidt] recently mined a large quantity of metabolic data provided by Gurol Suel, assistant professor at the University of Texas Southwestern Medical Center. The algorithm came up with two “very simple, very elegant” invariants—so far unpublished—that are able to accurately predict new data. But neither they nor Suel has any idea what the invariants mean, Lipson says. “So what we are doing now is trying to automate the interpretation stage, by saying, ‘Here’s what we know about the system, here’s the textbook biology; can you explain the new equations in terms of the old equations?'”
Lipson says the ultimate challenge may lie in dealing with laws so complicated they defy human understanding. Then, automation of the interpretation phase would be extremely difficult. “What if it’s like trying to explain Shakespeare to a dog?” he asks.”
- “[researchers Lipson and Schmidt] recently mined a large quantity of metabolic data provided by Gurol Suel, assistant professor at the University of Texas Southwestern Medical Center. The algorithm came up with two “very simple, very elegant” invariants—so far unpublished—that are able to accurately predict new data. But neither they nor Suel has any idea what the invariants mean, Lipson says. “So what we are doing now is trying to automate the interpretation stage, by saying, ‘Here’s what we know about the system, here’s the textbook biology; can you explain the new equations in terms of the old equations?'”
- The Data Explosion and the Scientific Method
- Eric Drexler reminds us that the shift from hypothesis-driven to data-driven science in fact _is_ a shift, and likely one with surprising effects.
- Seb’s Open Research: The Fate of the Incompetent Teacher in the YouTube Era
- “Good teachers have always had some measure of fame at the local level. Let’s not kid ourselves: within a school, the students know who is a good teacher and who is no more illuminating than a wet pack of matches.
The net takes that to a whole different level. Eventually everyone will know who the good teachers are, and will be able to tune into them. They will be rock stars.”
- “Good teachers have always had some measure of fame at the local level. Let’s not kid ourselves: within a school, the students know who is a good teacher and who is no more illuminating than a wet pack of matches.
- Research on Twitter and Microblogging
- danah boyd’s bibliography of research on twitter and microblogging.
- Smart Mobs » Blog Archive » Just one degree of separation
- “An Australian intel analyst blogger, Leah Farrall, and an insurgent strategist blogger, Abu Walid, are now holding a debate in public across the blogs…. [Abu Walid is ] one of the leading figures in the interwoven tales of Al Q and the Taliban, a veteran muj from the Afghan fight against the Soviets with “a reputation as a skilled and pragmatic strategist and battlefield tacticianâ€. He was an early member of Mullah Omar’s circle, has served as a correspondent for Al-Jazeera, and has penned a dozen books.”
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