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Enhancing human learning via spaced repetition optimization | PNAS
"Understanding human memory has been a long-standing problem in various scientific disciplines. Early works focused on characterizing human memory using small-scale controlled experiments and these empirical studies later motivated the design of spaced repetition algorithms for efficient memorization. However, current spaced repetition algorithms are rule-based heuristics with hard-coded parameters, which do not leverage the automated fine-grained monitoring and greater degree of control offered by modern online learning platforms. In this work, we develop a computational framework to derive optimal spaced repetition algorithms, specially designed to adapt to the learners’ performance. A large-scale natural experiment using data from a popular language-learning online platform provides empirical evidence that the spaced repetition algorithms derived using our framework are significantly superior to alternatives."
point-processes  control  spaced-repetition  duolingo  memory 
36 minutes ago by arsyed
'The goal is to automate us': welcome to the age of surveillance capitalism | Technology | The Guardian
For example, the idea of “data ownership” is often championed as a solution. But what is the point of owning data that should not exist in the first place? All that does is further institutionalise and legitimate data capture. It’s like negotiating how many hours a day a seven-year-old should be allowed to work, rather than contesting the fundamental legitimacy of child labour. Data ownership also fails to reckon with the realities of behavioural surplus. Surveillance capitalists extract predictive value from the exclamation points in your post, not merely the content of what you write, or from how you walk and not merely where you walk. Users might get “ownership” of the data that they give to surveillance capitalists in the first place, but they will not get ownership of the surplus or the predictions gleaned from it – not without new legal concepts built on an understanding of these operations.
technology  businessModels  surveillance  surveillanceCapitalism  tracking  predictions  manipulation  personalisation  power  democracy  Facebook  Google  advertising  behaviour  control  dataProtection  ownership  GDPR  dctagged  dc:creator=ZuboffShoshana 
3 days ago by petej
KeepMeOut: Reclaim your life.
Block  Lock  Out  Website  Self  Control  Addiction 
5 days ago by smitchell
The Left Case Against the EU (1/2)
Bitter reflections on Greece’s capitulation to EU institutions argues no evolution is possible, they are too brittle
greece  europe  union  euro  analysis  pointofview  negotiation  history  Q1  2019  uk  brexit  grexit  ruling  class  elite  socialism  ecb  bank  control  democracy 
5 days ago by csrollyson
Moen's showers get smarter with Google Assistant
now when you say, "Alexa, start my morning routine," your shower can turn on as part of it
remote  control  shower  smart  home  gadget  Alexa  2buy 
7 days ago by dandv
Topf Secret – Hygienekontrolle - FragDenStaat
Topf Secret - Behörden nach Hygiene-Kontrollberichten fragen
hygiene  control  restaurant  checkup  inspection  fragdenstaat 
9 days ago by bitboxer

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