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The media, model and interactivity are the three sides of the learning cube. The optimization of the learning performance of an individual learner can be achieved by understanding personality type, cognitive psychology based leanring strategies and content sequencing schema for the presentation of multi-media content. Dr. Sonwalkar presenta s framework for the optimization.

NISH 2021

Changing the Interface of Education: Chapter 7 - Optimizing Learning Performance

## Dr. Nishikant (Nish) Sonwalkar: Academician, Scientist, Musician

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Dr. Sonwalkar is regarded as a leading expert in the application of computers in education. He has extensive research and development experience in hypermedia authoring, mobile learning, adaptive learning, and brain-based synaptic learning, advanced scientific visualization, database management systems, and computer simulation.

After receiving doctoral degree from MIT in the area of Molecular Dynamics of Nano-interfaces, he joined MIT as faculty in Mechanical Engineering, but his passion for technology enabled education led him become the founding director of Hypermedia Teaching Facility (Hypermedia Lab) at MIT and later he was appointed as the Principal Educational Architect of MIT.

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technical paper

The evaluation of an online learning courses is very different that in-class courses. The multi0-dimenstional quantitative approach is suggested by Dr. Nish Sonwalkar to evaluate pedagogical effectiveness of media, model, and interactivity within an online course by creating a five factored model. The model is able to rate a course on a 4.0 scale by addting various probability distribution functions.

Changing the Interface of Education: Chapter 6 - Evaluation of the Pedagogical Effectiveness

In this presentation Dr. Nish Sonwalkar provides a clear definition of adaptive online educational courses and their essential components. There are four important pillers for an adaptive online course. Dr. Sonwalkar provides a criteria for an effective adaptive learning with -- pedagogical framework of learning cube, dymanic content rendering, real-time analytics and real-time feedback.

Changing the Interface of Education: Chapter 5 - Adaptive Learning

In this presentation Dr. Sonwalkar is describes in details the learning strategies -- apprentice, incidental, inductive, deductive and discovery and how a they can be constructed with proper taxonomy of content elements. Dr. Sonwalkar provides a methodology to ensure learning media, models and interactivity is assembled with proper pedagogical match for the intended outcome.

Changing the Interface of Education: Chapter 4 - Designing Effective Learning with Learning Cube

In this presentation, Dr. Sonwalkar described the pedagogically driven instructional design with congitive learning strategies, taxonomy of the pedapgogical assembly of content elements and assessment framework.

Changing the Interface of Education: Chapter 3 - Pedagogically Driven Instructional Design

In this presentation Dr. Sonwalkar is proposing a revolutionaly learning cube pedagogical framework that includes, three dimensions of learning namely -- learning media -- text, graphics, video, audio, animations; learning strategies -- apprentice, incidental, inductive, deductive and discovery, learning interactivity -- feedback, comments, interactive exercises, animated presentations and simulatons. It is important to understand the assembly of the media, models and interactivity for a target learner community.

Changing the Interface of Education: Chapter 2 - The Learning Cube

In this presentation, Dr. Sonwalkar porposes a compelling argument around rethinking the appropriate use of educational models to better serve the changing interface of education. He further also talks about the concepts of constructivism, cognitivism and behaviourism that have led to the development of the learning cube model and various learning strategies.

Reinventing Pedagogy

In this presentation, Dr. Sonwalkar provides a brief background of his work at the Massachusetts Institute of Technology (MIT) that led to pedagogical experiements to develop the learning cube framework. He also touches upon the advent of new technologies and how we can incorporate them into our current education system to resonante with the next generation.

Changing the Interface of Education: Preface

In this presentation, Dr. Sonwalkar who is also the founder and CEO of IntellADAPT introduces the company's location based educational training and tracking application using their groundbreaking Adaptive 2.0 engine.

intellADAPT's Powerful Location Based Education Solutions

In this presentation, Dr. Sonwalkar provides a brief introduction for the Nano Adaptive Mobile Apps that provide short format educational content focusing on the mastery of a single concept or topic area. Using the Adaptive 2.0 learning platform, the Nano Adaptive Apps have the ability to present the content in five different learning strategies to ensure better grasp of the content.

intellADAPT's Nano Adaptive Apps

In this presentation, Dr. Sonwalkar provides a glimpse into how the brain works while one is trying to learn a concept. IntellADAPT's Adaptive 2.0 platform is based on a similar pattern wherein the platform uses a pedagogical framework to incorporate multimedia learning models for interactivity and social learning. The platform uses statistical inference as well as EEG headbands to identify the optimum learning stratgey for a learner.

Changing the Interface of Education: Chapter 7 - Optimizing Learning Performance

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