Previously, using data from the Avon Longitudinal Study of Parents and Children (ALSPAC) we showed that sons of fathers who had started smoking regularly before puberty (— Read on www.nature.com/articles/s41598-021-04504-0
Innovation is to organizations what evolution is to organisms: it is how organizations adapt to environmental change and improve. Yet despite advances in our understanding of evolution, what drives innovation remains elusive. On the one hand, organizations invest heavily in systematic strategies to accelerate innovation. On the other, historical analysis and individual experience suggest that serendipity plays a significant role. To unify these perspectives, we analysed the mathematics of innovation as a search for designs across a universe of component building blocks. We tested our insights using data from language, gastronomy and technology. By measuring the number of makeable designs as we acquire components, we observed that the relative usefulness of different components can cross over time. When these crossovers are unanticipated, they appear to be the result of serendipity. But when we can predict crossovers in advance, they offer opportunities to strategically increase the growth of the product space. Organizations can take different approaches to innovation: they can either follow a strategic process or a serendipitous perspective. Here Fink et al. develop a statistical model to analyse how components combine to obtain a product and thus explain the mechanism behind the two approaches.
— Read on www.nature.com/articles/s41467-017-02042-w
Why do so many TV shows and movies look like they were filmed in a gray wasteland?
— Read on www.vox.com/culture/22840526/colors-movies-tv-gray-digital-color-sludge
This book examines how Indigenous Peoples around the world are demanding greater data sovereignty and challenging the ways in which governments have historically used Indigenous data to develop policies and programs.
In the digital age, governments are increasingly dependent on data and data analytics to inform their policies and decision-making.
However, Indigenous Peoples have often been the unwilling targets of policy interventions and have had little say over the collection, use and application of data about them, their lands and cultures. At the heart of Indigenous Peoples’ demands for change are the enduring aspirations of self-determination over their institutions, resources, knowledge and information systems.
With contributors from Australia, Aotearoa New Zealand, North and South America and Europe, this book offers a rich account of the potential for Indigenous Data Sovereignty to support human flourishing and to protect against the ever-growing threats of data-related risks and harms.
The United States, on a per capita basis, spends much more on health care than other developed countries; the chief reason is not greater health care utilization, but higher prices, according to a study from a team led by a JHSPH researcher.
— Read on publichealth.jhu.edu/2019/us-health-care-spending-highest-among-developed-countries
The good news? There are several interventions municipalities could use to stop the problem in its tracks.
— Read on www.popularmechanics.com/science/a38595110/road-salt-environment/
Conservatives have long accused social media platforms of discriminating against them, but the opposite is true
— Read on www.salon.com/2021/12/23/twitter-algorithm-amplifies-conservatives/
This article is an implementation of a research paper titled “Shortest Path Distance Approximation using Deep Learning Techniques”, where the authors explain a new method to approximate the shortest path distance between the nodes of a graph. I will explain the paper and my implementation of it. You can find the project on my GitHub account here. First I will give an overview of the method proposed in this paper, then we will go through some of the concepts used in this paper to solve the problem and finally the implementation.
— Read on towardsdatascience.com/shortest-path-distance-with-deep-learning-311e19d97569
An example of the liking-learning gap: what students like is not what they learn from.
Students like graphics on slides, but seductive graphics (interesting but not relevant) hurt long-term recall in online courses, while more boring instructive, directly relevant graphics help.
The U.S. has one agency that regulates cheese pizza and another that oversees pepperoni pizza. Efforts to fix the food safety system have stalled again and again.
— Read on www.propublica.org/article/the-low-and-slow-approach-to-food-safety-reform-keeps-going-up-in-smoke