AI Helps Figure Out Where Students Go Wrong on Math Problems — from steamuniverse.com by Joshua Bolkan

Excerpt:

Researchers at Cornell University are working on software that will help math teachers understand what their students were thinking that led them to finding incorrect answers.

Erik Andersen, assistant professor of computer science at Cornell, said that teachers spend a lot of time grading math homework because grading is more complicated than just marking an answer as right or wrong.

“What the teachers are spending a lot of time doing is assigning partial credit and working individually to figure out what students are doing wrong,” Andersen said in a prepared statement. “We envision a future in which educators spend less time trying to reconstruct what their students are thinking and more time working directly with their students.”

 

 

 

 

Also see:

 

 

 

Paying for Personalized Learning — from thejournal.com by Dian Schaffhauser

Excerpt:

Just how much does it cost to set up a personalized learning plan for an entire school, and is it really sustainable? Could a typical school budget cover the expense — and what would happen if budget cuts had to be made? Those are the questions addressed in a new report out from LEAP Innovations and Afton Partners. LEAP works directly with schools to implement personalized learning; Afton focuses on financial and operational efficiency aspects of public school districts and charter schools.

A joint study examined six district and charter schools in Chicago Public Schools that have implemented personalized learning models over the last two years. All of the schools are part of LEAP’s Breakthrough Schools initiative, which supports the launch of innovative school models.

 

 

 

 

 

For the schools in the study, introducing personalized learning models throughout the entire building required “modest investment to start.” Start-up costs ranged from $338,000 to $780,000; on a per-pupil basis that was between $233 and $1,135. The models could be sustained “without ongoing grant funding on typical district budgets,” even during severe budget cuts, Afton reported.

The report offered a series of recommendations on improving the cost effectiveness of personalized learning and scaling the personalized learning model. Among the advice:

  • Make sure principals understand the flexibilities regarding funding and other categories that are at their disposal;
  • Try piloting a compensation structure that supports the teacher-leader model;
  • Combine resources across a district for common unmet needs, such as adoption or development of a learning management system; and
  • Be strategic in the use of grant funding; for example, develop a five-year financial plan that shows how the models will remain sustainable even after the grant-funding expires.

 

 

 

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Excerpt:

This report represents an exciting beginning. For any innovation to take hold, it must be effective and sustainable. Already, we’re seeing promising indicators of success: increases in scores on the Northwest Evaluation Association (NWEA) Measures of Academic Progress (MAP) test, taken by all Chicago Public Schools elementary students, in one Breakthrough Schools third-grade pilot classroom were striking. The school reports that reading attainment increased 51 percent in one year – growing from 35 percent of students meeting attainment benchmarks in 2015-2016 to 86 percent in 2016-2017. Their math results were equally impressive, reporting a 45 percent growth in student attainment – moving from 46 percent of students meeting attainment benchmarks to 91 percent within one school year. And as we outline here, not only can innovative school models be sustainable, but their innovative structures can make them so.

 

 

 

From DSC:
While I haven’t gone through all of these videos/modules/practice problems, I find the idea of using music to teach math very intriguing. So I wanted to pass this information along in case it helps some students (and teachers) out there!

You might find some (or all) of this a bit corny, but some kids out there might find this style much more interesting and engaging. It might better help get and maintain their attentions. It might help them better remember some of these concepts.

I’m posting these resources/links on my blog here because of such students. If such an approach helps them connect with the material, I say, “Good deal!”  Such an approach might suit their preferences quite well.

In fact, perhaps teachers could have their students design and produce these sorts of videos themselves! Talk about active learning/project based learning! Such a cross-disciplinary, team-based approach would involve students with interests and developing skills involving:

  • Digital video editing
  • Digital audio editing
  • Music
  • Drama/acting
  • Script writing
  • Instructional design

 


 

Per Matt Wolf, Managing Director at Tylerbarnettpr.com:

Singing math tutor, Huzefa Kapedia, has launched a new musically-based SAT Math Video Course that is sure to bring a smile to faces.

From crooning about the quadratic formula to rapping about slope intercept form, Huzefa introduces the only math SAT course to teach difficult concepts through the power of song.

Additionally, he provides 700 practice problems (all frequency-based), each with its own video explanation.

And…it actually works. Huzefa is not only helping kids score big on their SATs; he is also making the whole math studying thing pretty darn enjoyable.

 


Problem Solved: Scalar Learning Proves Any Person Can Be a Math Person
Online and In-Person Tutoring Platform Introduces Modern Mathematics for Today’s Student

Scalar Learning introduces an innovative online and in-person tutoring platform that enables individuals of all ages and backgrounds with the skills and confidence needed to master mathematics. Founded by software engineer and former patent attorney Huzefa Kapadia, Scalar Learning offers a variety of online courses, private tutoring sessions with specialized educators, and entertaining (and effective) math music videos geared at breathing new life into the outdated tutoring model.

“With Scalar Learning, I wanted to reinvent the tutoring concept for the modern world,” said Kapadia. “Everything I have designed and built is a product of my experience tutoring over 2,500 hours and teaching classrooms of both sixth and second grade math students. By blending vibrant and engaging video tutorials, high quality music videos to convey difficult formulas and concepts, and highly personalized and energetic one-on-one environments, we are able to engage our students on multiple levels. Too many people label themselves as ‘not a math person;’ my goal is to prove to them and the world that there is no such thing. Any person can become a math whiz with the right encouragement and training.”

Scalar Learning offers students a multi-tiered approach to mathematics, designed to engage at every level:

  • Online video courses, in subjects ranging from multiplication mastery to SAT prep, impart vital math concepts in an easy-to-digest and entertaining format.
  • One-on-one tutoring sessions with passionate educators can be arranged in-person, via Skype, or as a combination of the two, offering a welcomed flexibility to the traditional tutoring model.
  • A library of fun and highly entertaining free math music videos help reinforce important mathematical concepts through song, making it easier for students to remember complex formulas and explanations.

“Mathematics has always been my passion, which is why after years as an attorney, I made the career shift to education,” says Kapadia. “Having worked as a teacher and tutor at both private and public schools, I soon noticed how many students had a mental block when it came to math. They would admit defeat far too early simply because they were intimidated. Scalar Learning was born as a means to dismantle that premature defeat. Our system is proof that there is no such thing as being ‘bad at math.’ With the proper tools, practice, and guidance, any person can not only ‘get it,’ but they can also enjoy it.”

For more information, please visit http://scalarlearning.com.

 


 

 


 

 

 

 

 

 

Excerpt:

Artificial Intelligence has leapt to the forefront of global discourse, garnering increased attention from practitioners, industry leaders, policymakers, and the general public. The diversity of opinions and debates gathered from news articles this year illustrates just how broadly AI is being investigated, studied, and applied. However, the field of AI is still evolving rapidly and even experts have a hard time understanding and tracking progress across the field.

Without the relevant data for reasoning about the state of AI technology, we are essentially “flying blind” in our conversations and decision-making related to AI.

Created and launched as a project of the One Hundred Year Study on AI at Stanford University (AI100), the AI Index is an open, not-for-profit project to track activity and progress in AI. It aims to facilitate an informed conversation about AI that is grounded in data. This is the inaugural annual report of the AI Index, and in this report we look at activity and progress in Artificial Intelligence through a range of perspectives. We aggregate data that exists freely on the web, contribute original data, and extract new metrics from combinations of data series.

All of the data used to generate this report will be openly available on the AI Index website at aiindex.org. Providing data, however, is just the beginning. To become truly useful, the AI Index needs support from a larger community. Ultimately, this report is a call for participation. You have the ability to provide data, analyze collected data, and make a wish list of what data you think needs to be tracked. Whether you have answers or questions to provide, we hope this report inspires you to reach out to the AI Index and become part of the effort to ground the conversation about AI.

 

 

 

Chris Lenihan from DiscoverDataScience.org emailed me to let me know about a recently published guide on their site that’s entitled, “A Guide for Women in STEM”. Discover Data Science partnered with Heather Ambler from the University of Pittsburgh and Aiden Ford from the University of Connecticut to help produce this guide. Per Chris, the guide covers :

  • An overview of the challenges women can face in STEM fields
  • Outlines reasons women should pursue a STEM related career
  • Provides tips on how to encourage girls at an early age to follow their passion
  • Gives the reader extensive links to pre-college programs available for women, followed by a listing of over 30 scholarship options available to women pursuing STEM related degrees

Chris mentioned that both current and aspiring students can benefit from this information as they look for inspiration in their careers. Their mission is to serve students by delivering accurate, high quality information presented in a simple, clean format and they hope that this guide achieves that.

Check it out. >>


Here’s a sample excerpt from that guide:



Pre-College Programs for Women in STEM

CURIE Academy is a one-week summer residential program for high school girls who excel in math and science. The focus is on juniors and seniors who may not have had prior opportunities to explore engineering, but want to learn more about the many opportunities in engineering in an interactive atmosphere.

G.R.A.D.E. CAMP is a week-long day program designed specifically for entering 8th to 12th grade girls who want to find out what engineering is all about through “hands-on” experience. G.R.A.D.E. CAMP emphasizes career exposure rather than career choice, so you can come just to experience something new.

Girlgeneering’s goal of a girls-only camp is to increase the interest of high ability young women in a career in engineering by combating stereotypes, creating connections, reducing the issue of competition for resources with boys, and demonstrating the real-world social impact of engineering. This one-week day camp will introduce middle school young women to the field of engineering by showing how engineering is connected to personal issues, social concerns, and community interests.

It’s a Girl Thing is a residential camp for girls. The goals are to provide girls with strong role models and dispel myths and misconceptions about science and careers in science. Campers experience university life, hands-on classes and recreational activities. In the past we have offered classes ranging from Nano Energy to Animal Science.

Smith Summer Science and Engineering Program (SSEP) is a four-week residential program for exceptional young women with strong interests in science, engineering and medicine. Each July, select high school students from across the country and abroad come to Smith College to do hands-on research with Smith faculty in the life and physical sciences and in engineering.

Survey the World of Engineering – is a one-week day camp that will allow you to develop your creativity as well as provide you with the opportunity to meet and speak with working engineers. For part of the camp, you will work on campus with different engineering departments, learning and completing hands-on projects to better understand the breadth and variety of different engineering fields. For the remainder of the camp, you will visit various corporate engineering plants such as General Electric, Procter & Gamble, and Northrop Grumman Xetron to meet professional engineers and see their work in action.

 



Addendums on 10/26

 


 

 

For a long, successful career, LinkedIn says nothing beats a liberal arts major — from qz.com by Dan Kopf and Amy Wang

Excerpt:

“There is a real concern that these labor-market-oriented degrees that focus on specific technical skills are not as durable,” says Guy Berger, a LinkedIn economist and one of the researchers who worked on the report. Berger believes that “cross-functional skills” like management and analytical know-how are more adaptable across a range of work environments. As technology changes the nature of work across nearly every industry, it’s important to have a wide range of such talents, rather than a narrow subset applied only to a particular sector that may not look the same in the near future (or, indeed, exist at all).

 

 

Teachers can now use IBM’s Watson to search for free lesson plans — from edsurge.com by Stephen Noonoo

Excerpt:

IBM’s famous Watson computing system—which defeated Jeopardy champ Ken Jennings in 2011—is coming to education, if not quite the classroom. As part of a new IBM philanthropic initiative, the supercomputer is helping to power a searchable database of open educational math resources designed for teachers in grades K-5.

Today marks the first time the new tool, called Teacher Advisor With Watson 1.0, is open to the public after a lengthy beta testing period that sought input from state education commissioners, teachers unions, school board associations and more than 1,000 teachers.

“We wanted to build and design something for teachers by teachers, with the best information and the best technology available,” says Stan Litow, the President Emeritus of the IBM Foundation and a former deputy chancellor for New York City Department of Education.

The IBM Foundation has been flirting with ideas to apply Watson technology in education for a while, without knowing exactly what it wanted to do with it. The tech giant began last year by pulling in more than 100 top-level education leaders for a daylong event demoing the tech. From that focus group they narrowed the list of potential applications to professional development tools and, eventually, settled on a searchable database exclusively for elementary school math.

 

Populating the search engine is a collection of more than 1,000 OERs—from sources such as Achieve, UnboundED and statewide orgs like EngageNY—hand-selected by math experts assisting the program.

 

Also see:

 


 

 

AR and VR in STEM: The New Frontiers in Science  — from er.educause.edu by Emory Craig and Maya Georgieva

Excerpt:

Virtual and Augmented Reality are poised to profoundly transform the STEM curriculum. In this article, we offer several inspiring examples and key insights on the future of immersive learning and the sciences. Immersive technologies will revolutionize learning through experiential simulations, modelling and spatial representation of data, and a sense of presence in contextual gamification.

Understanding our place in the universe, building the next Martian Rover, designing new transportation systems, fostering sustainable communities, modeling economic stability — finding the solution for these pressing and interconnected challenges brings us to STEM and STEAM in teaching and learning. The movement behind STEAM advocates incorporating the arts and humanities to the science, technology, engineering and math curriculum.

 

 

Also see:

 

 

 

Amazon’s TenMarks releases a new curriculum for educators that teaches kids writing using digital assistants, text messaging and more — from techcrunch.com by Sarah Perez

Excerpt:

Amazon is expanding its efforts in the education technology space [on 8/23/17] with the launch of a new curriculum from TenMarks, the company it acquired several years ago which previously only focused on math lessons and related activities. Now, the business is offering an online curriculum for teachers designed to help students learn how to be better writers. The program includes a writing coach that leverages natural language processing, a variety of resources for teachers, and something called “bursts,” which are short writing prompts kids will be familiar with because of their use of mobile apps.

These bursts, which can be used by teachers as warm-ups or supplemental activities, make writing seem less intimidating for students, as they’re similar to what kids might do online or on their smartphones.

TenMarks is only one way that Amazon is aiming to insert itself into the classroom. The company also runs Amazon Inspire, still in beta, a collection of K-12 curriculum resources. Currently, educators can browse the content library and download those they want to use, but a sharing feature that will support uploads is soon to launch.

 

 

 

 

AI is making it extremely easy for students to cheat — from wired.com by Pippa Biddle

Excerpt (emphasis DSC):

For years, students have turned to CliffsNotes for speedy reads of books, SparkNotes to whip up talking points for class discussions, and Wikipedia to pad their papers with historical tidbits. But today’s students have smarter tools at their disposal—namely, Wolfram|Alpha, a program that uses artificial intelligence to perfectly and untraceably solve equations. Wolfram|Alpha uses natural language processing technology, part of the AI family, to provide students with an academic shortcut that is faster than a tutor, more reliable than copying off of friends, and much easier than figuring out a solution yourself.

 

Use of Wolfram|Alpha is difficult to trace, and in the hands of ambitious students, its perfect solutions are having unexpected consequences.

 

 

 

 

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