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US NSF - Multimedia Gallery - Motorized Sensors Waiting for Release

US NSF - Multimedia Gallery - Motorized Sensors Waiting for Release | STEM Education models and innovations with Gaming | Scoop.it

A fleet of motorized "drifters" sit waiting for release into San Francisco Bay. The devices, created by the Floating Sensor Network project at the University of California, Berkeley, are communication-enabled and integrate numerous sensors including global positioning system, temperature and salinity. Their purpose is to help track the movement of water, salinity and other contaminants in complex networks of channels like deltas or estuaries in the event of an emergency like a levee failure, flood or contaminant spill. Researchers say they will also help with management efforts such as maintaining the freshwater channel in northern California's Sacramento-San Joaquin Delta. [Research supported by National Science Foundation grant CNS 09-31348, "Collaborative Research: Physical Modeling and Software Synthesis for Self-reconfigurable Sensors in River Environments"] (Date of Image: 2010)

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STEM (Science Technology Education & Mathematics) K-20  education models and innovations
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4 Ways Technology is Changing How People Learn | Edudemic

4 Ways Technology is Changing How People Learn | Edudemic | STEM Education models and innovations with Gaming | Scoop.it

8.6.2014

Katie Lepi


When we talk about what changes technology has brought to classrooms across the globe, the answers could basically be never ending. Teachers could talk about things like bringing ease toresearching all types of topics, bringing organization (and a lack of physical papers to lose) to the classroom, and making connections for professional development. There could be a lot of discussion about the millions of nuances of amelioration brought to classrooms – both physical and virtual. 

That said, the handy infographic below takes a look at 4 ways technology is changing how people learn. The things that I find striking – and important- about this particular graphic is how simple the concept is. These four general concepts can be applied across the board: to learners of all ages, in all subjects, in any area of the world or for any type of learner. Take a look and see what you think: are there any other very general principles of how technology is changing learning that can be widely applied? Weigh in by leaving a comment below, mentioning @Edudemic on Twitter or leaving your thoughts on our Facebook page.

4 Ways Technology is Changing How People LearnWe’re moving from individual learning towards more collaborative learningWe’re moving from more passive learning to active learningDifferentiated instruction and personalized learning are becoming more popularWe’re becoming multitaskers more than ever before
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Stanford releases Developing iOS 8 Apps with Swift course on iTunes U

Stanford releases Developing iOS 8 Apps with Swift course on iTunes U | STEM Education models and innovations with Gaming | Scoop.it
Stanford has released a new course for iTunes University that will be a godsend to aspiring developers.Developing iOS 8 Apps with Swift currently consists of two lectures and accompanying slide shows, each clocking in at a little over an hour. Here's the complete overview.

Updated for iOS 8 and Swift. Tools and APIs required to build applications for the iPhone and iPad platforms using the iOS SDK. User interface design for mobile devices and unique user interactions using multi-touch technologies. Object-oriented design using model-view-controller paradigm, memory management, Swift programming language. Other topics include: animation, mobile device power management, multi-threading, networking and performance considerations.

Prerequisites: C language and object-oriented programming experience exceeding Programming Abstractions level, and completion of Programming
Paradigms.

Recommended: UNIX, graphics, databases.

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Visualize Sea-Level Rise with Time Goggles

Visualize Sea-Level Rise with Time Goggles | STEM Education models and innovations with Gaming | Scoop.it

A pilot project will engage federal and local resources to help locals visualize sea-level rise with OWL "potential reality" viewers in the Bay Area.

 

We humans are a visually-attuned species.  For most of us “seeing is believing,” in that we understand complex ideas, mathematical concepts or raw data best when we can visualize them.

This ability to conjure up the abstract or unseen unlocks our understanding of some of nature’s more closely-held secrets; it gives us a “potential reality” glimpse of the impact of our actions, before we stumble unwittingly into undesired consequences.  At the risk of invoking one too many clichés all at once: A picture is worth a thousand words.

Last year we introduced readers to the OWL, a device that its creator, San Francisco-based startup OWLized, calls “time goggles.” The OWL looks like the common “retro” viewfinder you’ve seen and probably used at scenic lookouts in national parks across the country. Drop a dime into the slot and get a close-up view of the world around you. The difference is that the OWL lets you see into the future, or even the past, and there’s no dime required to see it.

Based on the success and rapid advances in computer visualization and 3-D modeling technology, the OWL debuted in 2013 with a project in partnership with Autodesk for San Francisco’s Better Market Street initiative.

Using Autodesk’s Infraworks civil design modeling software, the OWL gave all stakeholders in the project, from city residents to merchants and policymakers, a 3-D, real-life glimpse into the proposed future of Market Street, the hub of downtown San Francisco.

The ability to transform conceptual engineering and architectural drawings into a lifelike representation — displayed through the familiar viewer — has helped guide the future of San Francisco.

What if we could turn that viewer out towards the bay, and look at what the future holds with climate changeand rising seas? For many residents along the Northern Bay shoreline, the OWL will soon do just that.

Visualizing sea-level rise

Projections indicate 11 to 19 inces of sea-level rise along the San Francisco Bay by mid-century and as much as 30 to 55 inches by 2100, or 2.5 to over 4.5 feet. Such rise in sea level will clearly have significant impact along the Marin waterfront (indeed, the entire Bay Area) in the coming decades.

Two OWL viewers will be installed at the Almonte entrance of the Sausalito-Mill Valley multi-purpose pathway for 12 weeks this spring. The viewers are part of a pilot project that will explore ways to engage community understanding and participation in developing policy to adapt to sea-level rise in the region.

The Federal Emergency Management Agency (FEMA) is responsible for mapping regional flood plain areas, a task it hopes to accomplish alongside the local community. The OWLs will give an opportunity for anyone using the pathway to get a real impression of what the surrounding area will look like as the sea rises.

Using Autodesk’s 3-D modeling software, the OWLs will project possible future scenarios in the actual 360-degree environment, as well as how the area looked in the past. It’s one thing to talk about 55 inches of sea-level rise; it’s another thing to actually see it.

A $150,000 FEMA grant is funding the effort, a public-private partnership between FEMA, the County of Marin, OWLized, Autodesk, the nonprofit Climate Access and research partner Dr. Susanne Moser of Stanford University.

“This is such an exciting way to learn about future sea-level rise,” said Supervisor Kate Sears, representing District 3 in Southern Marin county. “I’m very curious to see how the community interacts with it, especially kids. They represent the generation that will live with the effects of climate change. I hope that the OWLs will intrigue people and inspire action.”

Image credit: Franco Folini, courtesy flickr

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3 Steps for Building a Professional Learning Network

3 Steps for Building a Professional Learning Network | STEM Education models and innovations with Gaming | Scoop.it
English teacher and instructional technology coach Brianna Crowley offers practical advice on creating professional learning networks built on intersecting layers of relationships.
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Designing a More Connected World

It has become increasingly clear that youths' experiences in schools do not match the kinds of experiences they are likely to have once they have completed school. The push to support "21st century" skills stems from this mismatch, and many have advocated for ensuring that young people learn to think about the world not as a simple set of cause-and-effect experiences, but rather as a set of complex systems.

I and a team of colleagues decided to explore the possibilities of enhancing youths’ systems thinking through powerful learning principles found in design. What we came up with is a series of modular toolkits, designed to be used by classroom teachers or out-of-school educators, that leverage youths' interests in popular culture to inspire a greater level of engagement in systems thinking. These toolkits make up a new collection of curricula called “Interconnections: Understanding Systems through Digital Design.”

“Interconnections” is the culmination of an initiative that launched in 2010. With the financial support of the MacArthur Foundation and the help of additional partners like the National Writing Project, our group of educators from Indiana University's Creativity Labs, Vanderbilt University, Institute of Play, and the Digital Youth Network spent three years making this a reality — writing, testing, and iterating curricula until a robust suite of activities to promote engagement in design and systems thinking emerged.

The first book in the collection, “Gaming the System: Designing with Gamestar Mechanic,” orients readers to the nature of games as systems and how to involve systems concepts in the design of effective games. “Script Changers: Digital Storytelling with Scratch” focuses on how stories offer an important lens for seeing the world as a series of systems and provides opportunities for young people to program animated stories about the systems around them. The two final books, “Short Circuits: Crafting e-Puppets with DIY Electronics” and “Soft Circuits: Crafting e-Fashion with DIY Electronics” enable youth to design interactive fashion and puppets using crafting materials and everyday electronics.

 

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Results from the CSTA-Oracle Academy 2014 U.S. High School CS Surve The State of Computer Science in U.S. High Schools: an Administrator's Perspective

Results from the CSTA-Oracle Academy 2014 U.S. High School CS Surve The State of Computer Science in U.S. High Schools: an Administrator's Perspective | STEM Education models and innovations with Gaming | Scoop.it

celebrate: interest in computer science education has reached an unprecedented high. Last month, an estimated 80 million students, teachers, administrators, parents, and community members across the globe participated in Computer Science Education Week (CSEdWeek), an annual event committed to ramping up engagement in programming, app development and design, robotics, networking, and other computational thinking skills and activities. Yet despite the recent frenzy of activity surrounding computer science (CS) and its relevance among the constellation of core disciplines, there remains a notable lack of accurate and generally available information about the state of CS education in United States high schools. Much of the existing research fails in multiple ways. It fails to clarify the relevance of computer science education today and the importance of aligning it to core curriculum, and it fails to illuminate issues of access and the true state of computer science education in US high schools. 

Interest in CS will continue to rise, and along with it a considerable need for data to help inform educators, policy makers and others about the efficacy of US computer science education. In this spirit, the Computer Science Teachers Association (CSTA), in collaboration with Oracle Academy, administered an online survey to over 20,000 Public and Private 9–12 secondary school Principals and Vice Principals in the United States between May and September of 2014. The purpose of the survey was to identify computer science education opportunities that are being provided at the high school level, determine how broadly CS is being offered in the US, and determine the different ways CS was being defined in the schools. Surveys were also sent to administrators across the United States using contact information provided by a market data company. A total of 503 people responded to the survey. Schools from 47 states participated (no responses were received from Hawaii, Vermont, or Wyoming). Administrators from California submitted the most responses (35), followed by Pennsylvania (34), and New York (31). Most of the responding schools support between 250 and 2,000 students, as below. 

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Higher Ed needs to lead in the definition.

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Study Unveils New Half-Light Half-Matter Quantum Particles

Study Unveils New Half-Light Half-Matter Quantum Particles | STEM Education models and innovations with Gaming | Scoop.it
Prospects of developing computing and communication technologies based on quantum properties of light and matter may have taken a major step forward thanks to research by City College of New York physicists led by Dr. Vinod Menon.
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Interactives. Dynamic Earth. Earth's Structure

What's inside the earth?

In the early part of the 20th century, geologists studied the vibrations (seismic waves) generated by earthquakes to learn more about the structure of the earth's interior. They discovered that it is made up of these distinct layers: the crust, the mantle, and the core. 

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"SciGirls" TV series encourages girls to succeed in STEM nsf.gov

"SciGirls" TV series encourages girls to succeed in STEM nsf.gov | STEM Education models and innovations with Gaming | Scoop.it
Real-world STEM adventures inspire millions of girls through the power of media

The magic of life unfolds, but for adolescents Mimi, Izzie and Quinn, watching a monarch butterfly emerge from its cocoon and spread its wings is more than a fascinating moment--cameras are rolling!

With support from the National Science Foundation (NSF), Richard Hudson and his team at Twin Cities Public Television are putting middle school girls in front of a national audience on the PBS series "SciGirls." This is the first television science series designed specifically for girls, ages 8 to 12, to inspire and empower them to consider careers in science, technology, engineering and math (STEM).

Each episode features different girls doing their own science investigations and engineering projects, accompanied by two animated characters. In the new season, premiering in April 2015, the SciGirls work together as citizen scientists and share their findings with professional scientists.

The approach of the show is based on gender research and best practices for STEM education for girls. The innovative format of the show also forges a unique link to the website, which is an integral part of the TV show.

The show features mentor Kelly Nail working with the girls. She is part of another NSF-funded project, Driven to Discover, a University of Minnesota effort designed to engage 12-to-14-year-old youth and their adult mentors in authentic research.

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San Francisco Exploratorium's Tinkering Studio nsf.gov

San Francisco Exploratorium's Tinkering Studio nsf.gov | STEM Education models and innovations with Gaming | Scoop.it

A girl makes her own scribbling machine at the San Francisco Exploratorium's Tinkering Studio.

The Tinkering Studio is an immersive, active, creative place where museum visitors can investigate scientific phenomena as well as create something that fully represents their ideas. Visitors are invited to explore a curiosity-driven exhibit, chat with a featured artist or investigate a range of phenomena with staff artists, scientists, educators and others by participating in a collaborative activity. A large, eclectic assortment of materials, tools and technologies are provided for people to use as they explore and create.

The National Science Foundation (NSF) supports tinkerers, do-it-yourself engineers and inventors known as the "maker movement," an independent-minded community of people who create do-it-yourself tech solutions. "Makers" are youth, entrepreneurs and others across the country who use scientific, technological, engineering and mathematical (STEM) skills to empower themselves by designing and making just about anything.


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The DuPont Challenge

The DuPont Challenge | STEM Education models and innovations with Gaming | Scoop.it
GRADES K-5SCIENCE STORY

A teacher-led classroom project to create a short storybook about science's impact in the world.

GRADES 6-12SCIENCE ESSAY CHALLENGE

Our flagship STEM writing competition for individual students, supported by a sponsoring science teacher.

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Searching For a Better Battery, with Brad Templeton | Big Think

Searching For a Better Battery, with Brad Templeton  | Big Think | STEM Education models and innovations with Gaming | Scoop.it
In this day and age, we and our gadgets are limited by the archaic ways we store our power. Tech guru Brad Templeton explains that a breakthrough in battery technology would spark an exciting wave of innovation and enable the future of computing to be realized.
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Five open hardware projects | Opensource.com

Five open hardware projects | Opensource.com | STEM Education models and innovations with Gaming | Scoop.it
It has never been a better time to understand the components that fit together to make the hardware we use work. Here are 5 of my favorite open hardware projects.
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Microsoft HoloLens

Microsoft HoloLens | STEM Education models and innovations with Gaming | Scoop.it
Transform your world with holograms. Microsoft HoloLens brings high-definition holograms to life in your world.
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With HoloSudio could be outstanding tool for STEM  in K12

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Study supports new explanation of gender gaps in academia | News Bureau | University of Illinois

Study supports new explanation of gender gaps in academia | News Bureau | University of Illinois | STEM Education models and innovations with Gaming | Scoop.it

It isn’t that women don’t want to work long hours or can’t compete in highly selective fields, and it isn’t that they are less analytical than men, researchers report in a study of gender gaps in academia. It appears instead that women are underrepresented in academic fields whose practitioners put a lot of emphasis on the importance of being brilliant – a quality many people assume women lack. 

The new findings are reported in the journal Science.

The research, led by University of Illinois psychology professor Andrei Cimpian and Princeton University philosophy professor Sarah-Jane Leslie, focused on a broad swath of academic disciplines, including those in the sciences, the humanities, social sciences and math. 

The researchers focused on the culture of different fields, reasoning that stereotypes of women’s inferior intellectual abilities might help explain why women are underrepresented in fields – such as physics or philosophy – that idolize geniuses. 

The team surveyed more than 1,800 graduate students, post-doctoral researchers and faculty members in 30 academic disciplines and, among other things, asked them what qualities were required for success in their fields. Across the board, in the sciences, technology, engineering and math (the so-called STEM fields), as well as in the humanities and social sciences, women were found to be underrepresented in those disciplines whose practitioners put a premium on brilliance. 

“We’re not saying brilliance – or valuing brilliance – is a bad thing,” Cimpian said. “And we’re not saying women are not brilliant or that being brilliant isn’t helpful to one’s academic career. Our data don’t address that. What they suggest is that conveying to your students a belief that brilliance is required for success may have a differential effect on males and females that are looking to pursue careers in your field.”

The team also tested three other hypotheses that might help explain women’s underrepresentation in some fields: one, that women avoid careers that require them to work long hours; two, that women are less able than men to get into highly selective fields; and three, that women are outnumbered by men in fields that require analytical, systematical reasoning.

“We found that none of these three alternative hypotheses was able to predict women’s representation across the academic spectrum,” Leslie said. “A strong emphasis on brilliance among practitioners of particular fields was the best predictor of women’s underrepresentation in those fields.”

The researchers are still investigating whether women are actively avoiding fields that focus on cultivating brilliant individuals, or if practitioners in those fields are discriminating against women based on their beliefs about women’s aptitudes. A combination of the two is certainly plausible, Cimpian said.

“There is no convincing evidence in the literature that men and women differ intellectually in ways that would be relevant to their success across the entire range of fields we surveyed,” Cimpian said. “So it is most likely that female underrepresentation is not the result of actual differences in intellectual ability – but rather the result of perceived or presumed differences between women and men.”

Editor's note: To reach Andrei Cimpian, call 217-333-0852; email acimpian@illinois.edu. 

The paper, “Expectations of brilliance underlie gender distributions across academic disciplines” is available online.  
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Which of these top 20 programming languages should your school teach? | eSchool News

Which of these top 20 programming languages should your school teach? | eSchool News | STEM Education models and innovations with Gaming | Scoop.it
One IT expert and educator discusses the how and why of choosing the right programming language

“Always code as if the guy who ends up maintaining your code will be a violent psychopath who knows where you live.” -John Woods


[1]Way back in the 1970s, working as a computer programmer was quite prestigious, and if you wanted to get into computer programming, your potential employer would more often than not put you through a batch of aptitude tests in order to determine your suitability: even if you had a degree.

Nowadays, programming is more widespread and you don’t need a degree to be a programmer; it’s no longer mainly for scientists and engineers: students studying the humanities, English as a foreign language students, people building websites, and a whole host of other folks are learning to program. This non-technical article will give you novices [non-expert instructors] out there some basic guidance in choosing a programming language that is appropriate not only for your students’ needs, but for faculty and staff interested in online basics.

The most important question on people’s minds will probably be, “What programming language(s) do I need to learn?”

In order to answer this question, a personal PAL (Purpose, Ability, and Level) should be able to help. A person’s PAL will guide him or her through the complex maze of programming languages so that he or she can find the most suitable one(s):

Purpose: What you need to do, will determine what programming language(s) you need to learn. It is of the utmost importance that your purpose is correctly served by the use of an appropriate programming language: choosing the wrong one may result in a program that is wholly unsuitable for your purposes–as well as wasted hours of code writing.

Ability: If you aren’t especially logically wired, avoid learning difficult programming languages. If you are faced with choosing from several almost equally appropriate programming languages–always go for the one(s) that are most appropriate for your ability–otherwise, you’ll soon discover that “Profanity is the one language all programmers know best.”

Level: Make sure that the chosen programming language is at a suitable level of complexity and appropriateness. You wouldn’t try to teach calculus to kids at grade school–so don’t select programming languages that are either excessively complex or inappropriate for your students’ level of maturity and education. Let’s now look at some specific situations…

(Next page: the top 20 languages and when to choose them)

According to the prestigious IEEE (Institute of Electrical and Electronics Engineers), the top twenty programming languages to learn right now are as follows:

JavaCC++PythonC# (pronounced C-sharp)PHPJavaScriptRubyRMATLAB (matrix laboratory)PerlSQLAssemblyHTMLVisual BasicObjective-CScalaShellArduinoGo
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Interconnections | The MIT Press

Interconnections | The MIT Press | STEM Education models and innovations with Gaming | Scoop.it

In an era of increasing interconnectedness, knowledge — and power — belongs to those who understand the nature of the interdependent systems that organize the world — and have the skills to change those systems. The books in the Interconnections collection offer K-12 educators a curriculum toolkit for supporting systems thinking with a design-based approach to learning that aligns with current Common Core and Next Generation Science Standards while still being relevant to youth interests in digital culture.

Each book teaches systems thinking concepts and skills in the context of a specific digital media platform and includes an average of six design challenges or learning projects. This innovative, design-based approach is useful for both in- and out-of-school settings, and was developed collaboratively by designers and educators from Indiana University’s Creativity Labs, Institute of Play, the Digital Youth Network, and the National Writing Project.

“Young people growing up today will surely be called upon to address thorny problems that cut across global, interconnected systems: the environment, the economy, the global infrastructure. Few skills will be more important than the capacity to see, understand, and innovate systems. The Interconnections collection, created through a collaboration among scholars, curriculum developers, and teachers across the National Writing Project, provides approaches to teaching systems thinking through activities that also build literacy and support Common Core Standards and career-readiness. This ‘both-and’ approach is a demonstration of what forward-looking curriculum must be in a digital age.”—Elyse Eidman-Aadahl, Executive Director, National Writing Project, University of California, Berkeley “The books in this collection offer wonderful activities for engaging young people in new ways of making, helping them learn to express themselves creatively with new technologies. But even more important, they engage young people in new ways of seeing, helping them develop new perspectives for understanding the world—and understanding themselves.”—Mitchel Resnick, LEGO Papert Professor of Learning Research, and Director, Lifelong Kindergarten group, MIT Media Lab 
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Chemists work up new formulas for greener plastic

Chemists work up new formulas for greener plastic | STEM Education models and innovations with Gaming | Scoop.it

he Center for Sustainable Polymers focuses on economical, bio-based sources for plastics

Plastics are a miracle of modern science and are now fundamental to our everyday lives. Of course, they are also a constant reminder of our throwaway society. With support from the National Science Foundation (NSF), chemist Marc Hillmyer of the University of Minnesota and a team at the Center for Sustainable Polymers (CSP) are dedicating their research to transforming the way plastics, or "polymers," are made and unmade.

The Center's vision is to design, demonstrate and develop economically competitive and environmentally friendly polymers that may even outperform their traditional counterparts. To accomplish the goal, these chemists are working on new strategies using renewable feedstock chemicals, such as sugars, plant oils and other naturally sourced starting materials.

The CSP is one of the NSF-funded Centers for Chemical Innovation (CCI), which are focused on major, long-term fundamental chemical research challenges. CCIs are producing transformative research that is leading to innovation and attracting broad scientific and public interest.

The research in this episode was supported by NSF award #413862, Center for Sustainable Polymers.

Miles O'Brien, Science Nation Correspondent
Kate Tobin, Science Nation Producer

 

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Fructose More Toxic than Table Sugar in Mice | University of Utah News

Fructose More Toxic than Table Sugar in Mice | University of Utah News | STEM Education models and innovations with Gaming | Scoop.it

When University of Utah biologists fed mice sugar in doses proportional to what many people eat, the fructose-glucose mixture found in high-fructose corn syrup was more toxic than sucrose or table sugar, reducing both the reproduction and lifespan of female rodents.

“This is the most robust study showing there is a difference between high-fructose corn syrup and table sugar at human-relevant doses,” says biology professor Wayne Potts, senior author of a new study scheduled for publication in the March 2015 issue of The Journal of Nutrition.

The study found no differences in survival, reproduction or territoriality of male mice on the high-fructose and sucrose diets. The researchers say that may be because both sugars are equally toxic to male mice.

Both high-fructose corn syrup found in many processed foods and table sugar found in baked goods contain roughly equal amounts of fructose and glucose. But in corn syrup, they are separate molecules, called monosaccharides. In contrast, sucrose or table sugar is a disaccharide compound formed when fructose and glucose bond chemically.

Potts says the debate over the relative dangers of fructose and sucrose is important “because when the diabetes-obesity-metabolic syndrome epidemics started in the mid-1970s, they corresponded with both a general increase in consumption of added sugar and the switchover from sucrose being the main added sugar in the American diet to high-fructose corn syrup making up half our sugar intake.”

 

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How I convince teenagers to love STEM

How I convince teenagers to love STEM | STEM Education models and innovations with Gaming | Scoop.it

The reaction doesn't work without a wow.


And so this is how I “wow, why, and what if” my students into studying STEM.


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Lima Call for Climate Action Puts World on Track to Paris 2015

Lima Call for Climate Action Puts World on Track to Paris 2015 | STEM Education models and innovations with Gaming | Scoop.it
World on Track to New Universal Climate Agreement with Lima Call for Climate Action
Governments Agree Ground Rules on Contributions to Paris 2015 Agreement and Boost Adaptation
Clearer Elements of New Agreement Evolved in Peruvian Capital
Lima, 14 December 2014—A new 2015 agreement on climate change, that will harness action by all nations, took a further important step forward in Lima following two weeks of negotiations by over 190 countries.
Nations concluded by elaborating the elements of the…
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AP Computer Science Principles - A New AP Course - Advances in AP® - The College Board | Advances in AP

AP Computer Science Principles - A New AP Course - Advances in AP® - The College Board | Advances in AP | STEM Education models and innovations with Gaming | Scoop.it

AP Computer Science Principles is a new computer science course designed to give students foundational computing skills, an understanding of the real-world impact of computing applications, and programming literacy. Leading computer scientists and educators, supported by the National Science Foundation (NSF), agreed that such a course was needed to increase the number of students interested in and prepared for success in computer science and other STEM fields.

AP Computer Science Principles is designed to introduce a wider range of students to the central tenets of computer science. The course was developed and piloted in collaboration with leading high school and higher education computer science educators to reflect the latest scholarship in the field. Learn more about institutions that have supported the development of the new Computer Science Principles course.

The new course will launch in the fall of 2016, with the first AP Computer Science Principles Exam administration taking place in May 2017.

Overview of Curriculum

AP Computer Science Principles offers a multidisciplinary approach to teaching the underlying principles of computation. The course will introduce students to creative aspects of programming, using abstractions and algorithms, working with large data sets, understandings of the Internet and issues of cybersecurity, and impacts of computing that affect different populations. AP Computer Science Principles will give students the opportunity to use current technologies to solve problems and create meaningful computational artifacts. Together, these aspects of the course make up a rigorous and rich curriculum that aims to broaden participation in computer science.

The AP Computer Science Principles Curriculum Framework (.pdf/1.42MB) focuses on the innovative aspects of computing as well as the computational thinking practices that help students see how computing is relevant to many areas of their everyday lives.

Computational Thinking Practices

Connecting computingCreating computational artifactsAbstractingAnalyzing problems and artifactsCommunicatingCollaborating

Big Ideas

CreativityAbstractionData and InformationAlgorithmsProgrammingThe InternetGlobal Impact

AP Computer Science Principles will encourage students to be both analytical and creative in their thinking, and to collaborate with their peers to investigate solutions to real-world issues using computing. Students who succeed in AP Computer Science Principles will be better prepared in college and career, with a thorough grasp of computing foundations and concepts.

Overview of Assessments

The AP Computer Science Principles assessment consists of two parts: a through-course assessment and the end-of-course AP Exam. Both of these will measure student achievement of the course learning objectives. For the through-course assessment, students will upload digital artifacts and written responses via a Web-based digital application.

AP Computer Science Principles students will receive a final exam score of 1-5 based on two through-course performance tasks submitted online during the school year and a multiple-choice written exam administered during the AP Exam administration in May.

The two performance tasks, focusing on computing innovations and programming, will not change from year to year. Rather, the tasks are designed to give students broad latitude in personally selecting the focus and topics for their engagement in these tasks. Draft versions of pilot performance tasks can be found on the Computer Science Principles Pilot Teacher Community.

On both the through-course assessment and the AP Computer Science Principles Exam, students will be asked to apply their understanding of the course learning objectives, including the essential knowledge statements and computational thinking practices.

Two AP Computer Science Courses

When AP Computer Science Principles launches in the 2016-17 academic year, AP will have two computer science offerings, and students can take either course in any order. Currently one of the fastest growing AP courses, the AP Computer Science A course and exam continues to focus on computing skills related to programming in Java. The new AP Computer Science Principles course will complement AP Computer Science A as it aims to broaden participation in the study of computer science.

 
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