Education
Explaining the Grade: Auto Essay Scoring and CRASE
Tech blog) published a critical article about automated essay scoring, "Flawed Algorithms Are Grading Millions of Students' Essays." The story notes that: "research from psychometricians -- professionals who study testing -- and AI experts, as well as documents obtained by Motherboard, show that these tools are susceptible to a flaw that has repeatedly sprung up in the AI world: bias against certain demographic groups." The bias problem is not restricted to essay scoring and arises from the tendency of artificial intelligence to amplify patterns from data, in this case the human graders that train the essay scoring engines. In this episode of ACTNext Navigator podcast, we'll go under the hood of ACT's automated essay scoring engine, CRASE (Constructed Response Automated Scoring Engine). Our guests are Erin Yao and Scott Wood.
ACTNext Navigator: Explaining the Grade: Auto Essay Scoring and CRASE
In this episode of ACTNext Navigator podcast, we'll go under the hood of ACT's automated essay scoring engine, CRASE . Our guests are Erin Yao and Scott Wood. They've been working for many years on CRASE, a product acquired in 2014 when ACT purchased Pacific Metrics. CRASE is a writing assessment tool that begins with human graders to develop a rubric. Data from human graders is used to train the automatic grading on a large scale.
White paper: Artificial Intelligence and Simulation in Business
Simulation is important for artificial intelligence because it provides solutions to some of the main problems faced by AI developers today. These solutions have immediate potential and are producing results already. Simulation is specifically useful for AI development in three key areas: training data, examining AI behavior, and providing learning environments. AnyLogic's white paper Artificial Intelligence and Simulation in Business explores the three areas and demonstrates, with examples, how general-purpose simulation and artificial intelligence work together. A business case shows how AnyLogic simulation and machine learning are already in use.
Madison College students win industrial robotics competition
Madison College students Schuyler Bostedt, Garrett Butler and Jonathan Stowell took first place in the Industrial Robotics Competition held during the Wisconsin Manufacturing and Technology Show October 8-10 in Milwaukee. Bostedt, Butler and Stowell are enrolled in the Electromechanical Technology associate degree program. The contest tested robotic programming knowledge by challenging students to complete a set of tasks on a Fanuc education robot in three hours. The objective included program planning, end of arm tool selection, robot programming and teamwork. A panel of experts judged the 23 teams on their ability to complete the assignment, efficiency, teamwork and robotics knowledge.
The human vs. machine debate in assessment marking
The fact is, digital assessment technologies like the essay marking algorithms examined in this article are here to stay. We have passed the tipping point at which policymakers recognise them as a necessity. As technology continues to evolve and improve in accuracy, each successive generation of both teachers and learners is increasingly trusting of technology in everyday decisions, even life-changing ones. As the article outlines, now that edtech has become mainstream, there are more complicated considerations, which scientists and ethicists are working to resolve. Fundamentally, at what point will we start to trust artificial intelligence more than human judgement when it comes to evaluating and grading complex or'subjective' exam responses?
CBSE schools have introduced artificial intelligence as a subject in class IX: HRD Minister
Artificial Intelligence (AI) has been introduced as a subject in classes VIII, IX and X from the session 2019 to 2020 in CBSE schools, said the Union Minister for Human Resource Development (HRD), Dr Ramesh Pokhriyal'Nishank' in a written reply in the Rajya Sabha on 5 December 2019. The initiative has been undertaken in schools affiliated with Central Board of Secondary Education (CBSE) in order to enhance the multidisciplinary approach in teaching-learning and to sensitize the new generation, according to a PIB release. While AI has been introduced as a subject for class IX students, a twelve hours'Inspire' module on artificial intelligence has also been announced, which schools can take up with the students of class VIII. The study material for teaching artificial intelligence in classes VIII and IX has already been provided to schools through the official CBSE website. CBSE has collaborated with several organizations such as Intel, IBM, Microsoft, Private Schools, and so on.
Chatbots In eLearning Help Employees Development - eLearning Industry
Your organization's employee experience has a lot of impact on many areas of your business, including employee retention, work productivity, work culture, and ethics. So, supporting them with the necessary resources to improve their interaction with jobs is essential to help them develop their skills. Without adequate support for employees, it can be hard for a business to achieve optimum results. That's because a lack of proper work experience can result in an inefficient work process and employee turnover. While there are many ways organizations can stay successful, one effective way is by helping employees develop their skills through technologies like chatbots. This will help them acquire more experiences that are needed to progress in their workplace.
Getting High School, College Students Interested in CS
If I told you only 4% of all high school students in the U.S. were taking science or math classes, you'd be aghast. If 96% of students were not getting science or math classes, you could reasonably argue it does not exist in any practical sense. Over the last few months, several reports provided new insights about U.S. high school computer science (CS): California and Texas are two largest states based on U.S. population, but we can't generalize to everyone based on those states. We don't have data on who is taking CS across the U.S., due to our state-centric, decentralized model of primary and secondary school education. California and Texas are among the leaders in implementing CS education.
RISCy Beginnings
Garth gibson has spent his career pushing data storage systems to higher levels of performance, reliability, and scalability. While he was a graduate student at the University of California, Berkeley, Gibson was a part of groundbreaking research on Redundant Arrays of Inexpensive Disks (RAID). Later, as a professor at Carnegie Mellon University, he worked on projects like Network Attached Secure Disk (NASD) technology, and a clustered storage system used by Roadrunner, the world's first peta-scale supercomputer. Here, he speaks about handling failures, collaborating with industry and academia, and how deep learning has impacted systems design. When you were a graduate student at the University of California at Berkeley, you joined a computer architecture team led by David Patterson that was building a complete system based on RISC concepts.