Innovative Educational Technology and Educational Infrastructure at MIT

Brandon Muramatsu
Brandon MuramatsuAssociate Director, Projects
Innovative Educational Technology 
and Educational Infrastructure 
at MIT 
October 15, 2014 
Brandon Muramatsu 
mura@mit.edu Cite as: Muramatsu, B. (2014, October). Innovative Educational Technology and Educational 
Infrastructure at MIT. Presentation to Air University, Cambridge, MA. October 15, 2015. 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License.
Outline 
• What are your interests? 
• About Strategic Education Initiatives 
• Options 
– Backstage: Educational Infrastructure 
– MIT’s Approach to Educational Technology 
– Residential Experiments using MITx 
• Open Discussion 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
2
Strategic Education Initiatives, Office of Digital Learning 
• SEI nurtures and manages education experiments 
(projects) driven by MIT’s and ODL’s strategic priorities 
and mission. 
• SEI works with national and international partners to 
advance the field of digital learning. 
– universities, foundations and trusts, non-governmental 
organizations and countries 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
3
Connecting within ODL and MIT 
• SEI partners with MIT faculty, 
students, staff and alumni. 
– Leverage what’s going on across 
MIT 
• SEI’s work builds upon MIT’s 
digital learning assets. 
– MITx, MIT OpenCourseWare, 
MIT pedagogical approaches 
and other educational tools and 
services developed by MIT 
faculty and ODL 
Strategic 
Education 
Initiatives 
Residential 
Experiments 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
MITx 
edX/MITx 
Platform 
Faculty-Led 
EdTech 
Activities 
MIT Offices OCW 
Digital 
Learning 
Research 
4
Current SEI Projects 
Community Colleges 
K-12 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
Universities 
• Leveraging MITx 
courses at other 
universities 
• Course and 
curriculum design 
• Professional 
development 
• Curriculum design 
• Linking courses / 
competencies / 
labor market 
information (jobs) 
• STEM Workforce 
Development 
• K-12 Videos 
• “MIT” STEM 
learning 
experiences in 
Grades 8-12 
• Teacher education 
programs 
Next Gen 
Technology 
• “Backstage” 
• Learning objectives 
& concepts 
• Assessment 
authoring and 
management 
5
BACKSTAGE: 
EDUCATIONAL INFRASTRUCTURE 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License.
The Problem 
• MIT Faculty are investing heavily in content 
development (notes, videos, assessments) for edX and 
OCW delivery. 
• Ideally, MIT should manage these resources and make 
them available as needed to our community for re-use. 
• Solution must… 
– Support integration with edX, OCW and others 
– Be adaptable to new technologies and market products 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
7
Current Development Workflows 
Faculty 
MIT Course Production 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
8 
Stellar 
Course 
… 
Course 
Site 
Other MIT 
Support 
Class 
Only 
MITx (edX) 
Production 
MITx MITx on 
edX 
MIT Course for edX 
OCW Course (Scholar) 
OCW 
Production 
OpenCourseWare OCW 
… 
MIT Course 
MIT Course from Stellar 
MIT Course from Prof.
Possible Future 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
9 
MIT Digital Learning 
Infrastructure 
MIT Content 
Repositories 
… 
MIT 
Courses 
Context 
Experiences 
MIT Course on 
Stellar 
MIT Context+ 
Repositories 
… 
OpenCourseWare 
MITx Course on edX 
New Destination
Proposed Solution – Backstage Services 
• “Headless” content services with published APIs 
– REST, Python, Java 
• Key applications using these services 
• Support a developer community 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
10
Backstage Core Service Suite 
MIT Educational Content 
Related Services 
Assessments 
Assets 
Producer 
PRISM 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
11 
Videos 
Applications 
Learning 
Objectives 
• MC3 
VCB 
Assessment 
Tools 
MIToces
Producer – Asset Management for Reuse 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
• Motivation 
– Support content reuse in MITx (edX) content workflow 
– Ease content search and integration 
– Explore alternative authoring tools for edX delivery 
• Status 
– Proof-of-concept being tested 
12
Producer and Backstage Services 
Assets 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
13 
Assessments 
Videos 
Learning 
Objectives 
• MC3 
Online Course Platforms 
Producer
Assessments 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
• Motivation 
– Manage, share and author assessment items 
– Track usage and IRT data across assessment offerings 
– Implement APIs for taking as well as managing/sharing 
• Status 
– Proof of concept drag-and-drop authoring tool (demo) 
– App to Embed Assessments (QTI assessment items) 
– Physics Question Bank (PQB) under development 
14
Assessment Backstage Services 
Assets 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
15 
Drag and Drop edX assessment 
item authoring 
Assessments 
Videos 
Learning 
Objectives 
• MC3 
Assessment 
Authoring
Video Concept Browser – Browse Video by Concept 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
• Motivation 
– Enable better use of whole-class lecture video (60-90 
minutes) by segmenting by concepts/topics 
– Pre-production for MOOC courses 
• Status 
– App to browse lecture videos by concepts (demo) 
16
VCB and Backstage Services 
Assets 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
17 
Assessments 
Videos 
Learning 
Objectives 
• MC3 
VCB 
Navigate course video by concept 
or learning outcome
MIT’S APPROACH TO 
EDUCATIONAL TECHNOLOGY 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License.
MIT’s Approach 
Our approach is technology in the service of pedagogy 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
19
EdTech Strategy at MIT 
• Support faculty and students by experimenting and 
adopting innovative practices in teaching and learning 
– Innovative approach in delivering General Ed requirements 
–Make powerful tools and experiments accessible to students 
– Leverage content and resources across courses and 
programs 
– Facilitate hands-on learning in new ways 
– Develop educationally valuable software tools 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
20
EdTech Strategy at MIT 
• Inform development of educational infrastructure and 
services 
– Develop platforms (not one-offs) that render sustainability 
– Implement test-beds for promising educational technologies and 
new services, to advance teaching and learning 
– Develop plans for the incubation, early implementation, and the 
transitioning of delivery systems to long-term core service 
providers 
– Develop core infrastructure to support teaching and learning 
• Support a shift to more blended and online learning 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
21
Improve Mastery of Concepts 
• Enable students to check their understanding / mastery 
of concepts directly in course materials 
– Primarily for formative (self-check, understanding) not 
summative (exams or formal assignments) 
– Strengthened by tie to learning outcomes, content 
• “Embedded Assessment” 
– MITx Courses 
– Open Embedded Assessment: Assessments anywhere, 
anytime 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
22
Auto-scored Exercises: Chemistry 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
23
Virtual Laboratory: Electric Circuits 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
24
Open Embedded Assessment 
• Screenshot 
• Demo http://oea.herokuapp.com/ 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
25
RESIDENTIAL EXPERIMENTS USING MITx 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License.
3.091: Solid State Chemistry, Fall 2013 & Fall 2014 
• MOOC offered Fall 2012, on-campus 
class revamped in Fall 2013 
• MIT students use MITx to do weekly 
online assessments in proctored 
classroom and get immediate feedback; 
students can repeat assessments 
without penalty for two weeks 
• Grades now based largely on online 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
assessments 
• Measurable performance improvements 
over prior terms 
• Experiment: weekly formative online 
assessments replace traditional exams
Wrap-Up – Strategic Education Initiatives 
• Technology, in the service of pedagogy 
• Innovating, through partnerships 
• Build upon core MIT values: Mens et Manus 
• Sharing, at MIT and beyond 
• Interests: Assessments & Tools, Modularity 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 
28
MIT Office of Digital Learning 
Strategic Education Initiatives 
Brandon Muramatsu 
mura@mit.edu 
Cite as: Muramatsu, B. (2014, October). Innovative Educational Technology and Educational 
Infrastructure at MIT. Presentation to Air University, Cambridge, MA. October 15, 2015. 
Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License.
1 of 29

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Innovative Educational Technology and Educational Infrastructure at MIT

  • 1. Innovative Educational Technology and Educational Infrastructure at MIT October 15, 2014 Brandon Muramatsu mura@mit.edu Cite as: Muramatsu, B. (2014, October). Innovative Educational Technology and Educational Infrastructure at MIT. Presentation to Air University, Cambridge, MA. October 15, 2015. Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License.
  • 2. Outline • What are your interests? • About Strategic Education Initiatives • Options – Backstage: Educational Infrastructure – MIT’s Approach to Educational Technology – Residential Experiments using MITx • Open Discussion Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 2
  • 3. Strategic Education Initiatives, Office of Digital Learning • SEI nurtures and manages education experiments (projects) driven by MIT’s and ODL’s strategic priorities and mission. • SEI works with national and international partners to advance the field of digital learning. – universities, foundations and trusts, non-governmental organizations and countries Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 3
  • 4. Connecting within ODL and MIT • SEI partners with MIT faculty, students, staff and alumni. – Leverage what’s going on across MIT • SEI’s work builds upon MIT’s digital learning assets. – MITx, MIT OpenCourseWare, MIT pedagogical approaches and other educational tools and services developed by MIT faculty and ODL Strategic Education Initiatives Residential Experiments Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. MITx edX/MITx Platform Faculty-Led EdTech Activities MIT Offices OCW Digital Learning Research 4
  • 5. Current SEI Projects Community Colleges K-12 Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. Universities • Leveraging MITx courses at other universities • Course and curriculum design • Professional development • Curriculum design • Linking courses / competencies / labor market information (jobs) • STEM Workforce Development • K-12 Videos • “MIT” STEM learning experiences in Grades 8-12 • Teacher education programs Next Gen Technology • “Backstage” • Learning objectives & concepts • Assessment authoring and management 5
  • 6. BACKSTAGE: EDUCATIONAL INFRASTRUCTURE Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License.
  • 7. The Problem • MIT Faculty are investing heavily in content development (notes, videos, assessments) for edX and OCW delivery. • Ideally, MIT should manage these resources and make them available as needed to our community for re-use. • Solution must… – Support integration with edX, OCW and others – Be adaptable to new technologies and market products Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 7
  • 8. Current Development Workflows Faculty MIT Course Production Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 8 Stellar Course … Course Site Other MIT Support Class Only MITx (edX) Production MITx MITx on edX MIT Course for edX OCW Course (Scholar) OCW Production OpenCourseWare OCW … MIT Course MIT Course from Stellar MIT Course from Prof.
  • 9. Possible Future Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 9 MIT Digital Learning Infrastructure MIT Content Repositories … MIT Courses Context Experiences MIT Course on Stellar MIT Context+ Repositories … OpenCourseWare MITx Course on edX New Destination
  • 10. Proposed Solution – Backstage Services • “Headless” content services with published APIs – REST, Python, Java • Key applications using these services • Support a developer community Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 10
  • 11. Backstage Core Service Suite MIT Educational Content Related Services Assessments Assets Producer PRISM Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 11 Videos Applications Learning Objectives • MC3 VCB Assessment Tools MIToces
  • 12. Producer – Asset Management for Reuse Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. • Motivation – Support content reuse in MITx (edX) content workflow – Ease content search and integration – Explore alternative authoring tools for edX delivery • Status – Proof-of-concept being tested 12
  • 13. Producer and Backstage Services Assets Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 13 Assessments Videos Learning Objectives • MC3 Online Course Platforms Producer
  • 14. Assessments Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. • Motivation – Manage, share and author assessment items – Track usage and IRT data across assessment offerings – Implement APIs for taking as well as managing/sharing • Status – Proof of concept drag-and-drop authoring tool (demo) – App to Embed Assessments (QTI assessment items) – Physics Question Bank (PQB) under development 14
  • 15. Assessment Backstage Services Assets Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 15 Drag and Drop edX assessment item authoring Assessments Videos Learning Objectives • MC3 Assessment Authoring
  • 16. Video Concept Browser – Browse Video by Concept Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. • Motivation – Enable better use of whole-class lecture video (60-90 minutes) by segmenting by concepts/topics – Pre-production for MOOC courses • Status – App to browse lecture videos by concepts (demo) 16
  • 17. VCB and Backstage Services Assets Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 17 Assessments Videos Learning Objectives • MC3 VCB Navigate course video by concept or learning outcome
  • 18. MIT’S APPROACH TO EDUCATIONAL TECHNOLOGY Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License.
  • 19. MIT’s Approach Our approach is technology in the service of pedagogy Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 19
  • 20. EdTech Strategy at MIT • Support faculty and students by experimenting and adopting innovative practices in teaching and learning – Innovative approach in delivering General Ed requirements –Make powerful tools and experiments accessible to students – Leverage content and resources across courses and programs – Facilitate hands-on learning in new ways – Develop educationally valuable software tools Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 20
  • 21. EdTech Strategy at MIT • Inform development of educational infrastructure and services – Develop platforms (not one-offs) that render sustainability – Implement test-beds for promising educational technologies and new services, to advance teaching and learning – Develop plans for the incubation, early implementation, and the transitioning of delivery systems to long-term core service providers – Develop core infrastructure to support teaching and learning • Support a shift to more blended and online learning Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 21
  • 22. Improve Mastery of Concepts • Enable students to check their understanding / mastery of concepts directly in course materials – Primarily for formative (self-check, understanding) not summative (exams or formal assignments) – Strengthened by tie to learning outcomes, content • “Embedded Assessment” – MITx Courses – Open Embedded Assessment: Assessments anywhere, anytime Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 22
  • 23. Auto-scored Exercises: Chemistry Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 23
  • 24. Virtual Laboratory: Electric Circuits Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 24
  • 25. Open Embedded Assessment • Screenshot • Demo http://oea.herokuapp.com/ Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 25
  • 26. RESIDENTIAL EXPERIMENTS USING MITx Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License.
  • 27. 3.091: Solid State Chemistry, Fall 2013 & Fall 2014 • MOOC offered Fall 2012, on-campus class revamped in Fall 2013 • MIT students use MITx to do weekly online assessments in proctored classroom and get immediate feedback; students can repeat assessments without penalty for two weeks • Grades now based largely on online Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. assessments • Measurable performance improvements over prior terms • Experiment: weekly formative online assessments replace traditional exams
  • 28. Wrap-Up – Strategic Education Initiatives • Technology, in the service of pedagogy • Innovating, through partnerships • Build upon core MIT values: Mens et Manus • Sharing, at MIT and beyond • Interests: Assessments & Tools, Modularity Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License. 28
  • 29. MIT Office of Digital Learning Strategic Education Initiatives Brandon Muramatsu mura@mit.edu Cite as: Muramatsu, B. (2014, October). Innovative Educational Technology and Educational Infrastructure at MIT. Presentation to Air University, Cambridge, MA. October 15, 2015. Unless otherwise specified this work is licensed under a Creative Commons Attribution 4.0 International License.

Editor's Notes

  1. Cite as: Muramatsu, B. (2014, October). Innovative Educational Technology and Educational Infrastructure at MIT. Presentation to Air University, Cambridge, MA. October 15, 2015.
  2. Producer is a flagship application in MIT’s educational content management strategy. It will provide for authoring, search and re-use of MITx & MITr content and courses as well as export to edX & OCW formats for course delivery. Producer includes plug-in architecture for service integration and export schemas (e.g., IMS Common Cartridge—used by Canvas, etc).
  3. Embedded Assessment provides faculty and course developers the ability to embed formative assessment in any web accessible content. We believe that by making it easy to embed assessment directly in content anywhere and everywhere, we have the potential to dramatically increase learning effectiveness.
  4. The Video Concept Browser allows learners and faculty to navigate course video by concept or learning outcome. It uses traditional lecture video and provides tools to enable faculty to assign concepts/learning outcomes to specific timepoints.
  5. Through Interactive Exercises that are embedded along with the lectures we can quickly and in a timely fashion get a sense of how learning is progressing –learners can test their understanding and receive feedback, take corrective action Mind you these are auto scored – one of the aspects of MOOCS is tat several of these standard functions are automated – scale and immediacy / just-in-timeness These are for subjects ranging from Chemistry -- Programming Video Courtesy of edX/MIT.
  6. The other aspect is that you can include Lab-like exercises – sandbox – for learners to apply concepts that they have learned such as this one for a electric circuits. Video Courtesy of edX/MIT.