RachelWente-ChaneyFlickr
Technology for Active and
Personalised Engineering Education
UTS - Faculty of Engineering and IT Seminar
28 April 2015
Dr Abelardo Pardo (@abelardopardo)
The University of Sydney
slideshare.net/abelardo_pardo
Abelardo Pardo Technology for Active and Personalised Engineering Education 2
TristanMartinflickr.com
Context Engineering
Education
Educational
Technology
Learning
Analytics
Examples
Abelardo Pardo Technology for Active and Personalised Engineering Education 3
TristanMartinflickr.com
Context
Abelardo Pardo Technology for Active and Personalised Engineering Education 4
BSc, MSc Computer Science
PhD Computer Science
Research and
Adjunct (Tufts Univ.)
A/Prof Educational
Technology
Senior Lecturer
Abelardo Pardo Technology for Active and Personalised Engineering Education 5
StateRecordsNSWFlickr
Senior Lecturer at School of EIE
The University of Sydney
Two courses
Grad/Undergrad
Active learning
Use of technology
Tech to improve education
(My Research Area!)
Behavioral/Learning
analytics
User validation
Abelardo Pardo Technology for Active and Personalised Engineering Education 6
dianetellFlickr
Pragmatic
approach
Dogfooding!
In the wild
Abelardo Pardo Technology for Active and Personalised Engineering Education 7
TristanMartinflickr.com
Context Engineering
Education
Dr. Kamyar Haghighi
Abelardo Pardo Technology for Active and Personalised Engineering Education 8
Dr. Kamyar Haghighi /2
Abelardo Pardo Technology for Active and Personalised Engineering Education 9
K. Haghighi (2005), Quiet No Longer: Birth of a New Discipline, Journal of Engineering Education, 94(4), 351-353
Abelardo Pardo Technology for Active and Personalised Engineering Education 10
engineering.purdue.edu/ENE
Abelardo Pardo Technology for Active and Personalised Engineering Education 11
web.stanford.edu/group/design_education/cgi-bin/mediawiki/index.php/Main_Page
Abelardo Pardo Technology for Active and Personalised Engineering Education 12
www.engineeringchallenges.org
Abelardo Pardo Technology for Active and Personalised Engineering Education 13
www.engineeringchallenges.org
Abelardo Pardo Technology for Active and Personalised Engineering Education 14
www.asee.org
Abelardo Pardo Technology for Active and Personalised Engineering Education 15
TristanMartinflickr.com
Context Engineering
Education
Educational
Technology
Early work
• Parametric exercises
• Intelligent tutoring systems
• Swarm Intelligence for sequencing
resources
• Rule based adaptation of problem
sequences
• Automatic Peer Review Management
Platform
• Automatic Grading
Abelardo Pardo Technology for Active and Personalised Engineering Education 16
Abelardo Pardo Technology for Active and Personalised Engineering Education 17
IMS Learning Design
Abelardo Pardo Technology for Active and Personalised Engineering Education 18
De la Fuente Valentín L., Pardo A., Delgado Kloos, C (2011). Generic Service Integration in Adaptive Learning Experiences using IMS Learning Design, Computer and Education, 57(2011)
Abelardo Pardo Technology for Active and Personalised Engineering Education 19
JansonHewsflickr.com
Scholarly Discipline
Abelardo Pardo Technology for Active and Personalised Engineering Education 20
Abelardo Pardo Technology for Active and Personalised Engineering Education 21
TristanMartinflickr.com
Context Engineering
Education
Educational
Technology
Learning
Analytics
Abelardo Pardo Technology for Active and Personalised Engineering Education 22
VanessaOflickr.com
“Historically, humanity has made sense of the world
through discourse, dialogue, artifacts, myth, story,
and metaphor. While those sensemaking approaches
won’t disappear, they will be augmented by data and
analytics.”
Siemens, 2014 www.elearnspace.org/blog
Learning Analytics
Measurement, collection, analysis
and reporting of data about learners
and their contexts, for purposes of
understanding and optimizing
learning and the environments in which
it occurs.
Abelardo Pardo Technology for Active and Personalised Engineering Education 23
(SoLAR, Society for Learning
Analytics Research)
Abelardo Pardo Technology for Active and Personalised Engineering Education 24
UnhinderedbyTalentflickr.com
Many colleges and universities have demonstrated
that analytics can help significantly advance an
institution in such strategic areas as resource
allocation, student success, and finance
Bichsel, J. (2012). Analytics in Higher Education Benefits, Barriers, Progress, and Recommendations. EDUCAUSE Center for Applied Research
Abelardo Pardo Technology for Active and Personalised Engineering Education 25
apasciutoflickr.com
Tools, technology,
algorithms
Educational design,
pedagogical strategies
Abelardo Pardo Technology for Active and Personalised Engineering Education 26
Anthonyflickr.com
Tech affordances
must have strong,
realistic
pedagogical
foundations
Abelardo Pardo Technology for Active and Personalised Engineering Education 27
TristanMartinflickr.com
Context Engineering
Education
Educational
Technology
Learning
Analytics
Examples
Abelardo Pardo Technology for Active and Personalised Engineering Education 28
Flickrmorflickr.com
Activities occur outside the LMS
Abelardo Pardo Technology for Active and Personalised Engineering Education 29
ChefCookeFlickr.com
Observe while
working on
course
activities
A clearly identified
environment within
your computer
Abelardo Pardo Technology for Active and Personalised Engineering Education 30
KevinDaviesflickr.com
Pardo A., Delgado Kloos C. (2011) Stepping out of the box. Towards analytics outside the LMS, International Conference on Learning Analytics and Knowledge, pp, 163-167, ACM New York, USA
Instrumentation
Abelardo Pardo Technology for Active and Personalised Engineering Education 31
Romero Zaldívar, V. A., Pardo, A., Burgos, D., & Delgado Kloos, C. (2012). Monitoring Student Progress Using Virtual Appliances: A Case Study. Computers & Education, 58(4), 1058–1067.
Learning glass
Abelardo Pardo Technology for Active and Personalised Engineering Education 32
Leony, D., Pardo A., De la Fuente Valentín, L., Sánchez de Castro, D., Delgado Kloos, C. 2012. GLASS : A Learning Analytics Visualization Tool. LAK’2012, pp. 162-163, ACM Press.
Abelardo Pardo Technology for Active and Personalised Engineering Education 33
Abelardo Pardo Technology for Active and Personalised Engineering Education 34
Pardo, Abelardo, Negin Mirriahi, Shane Dawson, et al. 2015. Identifying Learning Strategies Associated with Active Use of Video Annotation Software. In LAK’15 pp. 255–259. ACM Press.
Abelardo Pardo Technology for Active and Personalised Engineering Education 35
BenjaminEshamflickr.com
First Year
Engineering Course
Computer Systems
Enrollment: 300
students
1 Lecture (2 hours) +
1 tutorial (2 hours) +
1 lab (3 hours)
Flipped Learning
Assess Participation
100% Digital Material
Midterm + Final +
Project
Abelardo Pardo Technology for Active and Personalised Engineering Education 36
bit.ly/elec1601
Abelardo Pardo Technology for Active and Personalised Engineering Education 37
bit.ly/elec1601
Abelardo Pardo Technology for Active and Personalised Engineering Education 38
bit.ly/elec1601
Abelardo Pardo Technology for Active and Personalised Engineering Education 39
Track
Track
Abelardo Pardo Technology for Active and Personalised Engineering Education 40
Abelardo Pardo Technology for Active and Personalised Engineering Education 41
Abelardo Pardo Technology for Active and Personalised Engineering Education 42
Track
Abelardo Pardo Technology for Active and Personalised Engineering Education 43
Abelardo Pardo Technology for Active and Personalised Engineering Education 44
Track
Abelardo Pardo Technology for Active and Personalised Engineering Education 45
Abelardo Pardo Technology for Active and Personalised Engineering Education 46
Abelardo Pardo Technology for Active and Personalised Engineering Education 47
bit.ly/elec1601
Abelardo Pardo Technology for Active and Personalised Engineering Education 48
Results
Better open question scores
Abelardo Pardo Technology for Active and Personalised Engineering Education 49
Effect Size (Cohen’s d) = 0.27
Abelardo Pardo Technology for Active and Personalised Engineering Education 50
Agile Authoring!
Abelardo Pardo Technology for Active and Personalised Engineering Education 51
Minimum markup. Sensors automatically generated.
Abelardo Pardo Technology for Active and Personalised Engineering Education 52
Solutions, tutor guide, in a single document
Abelardo Pardo Technology for Active and Personalised Engineering Education 53
billBradfordflickr.com
Plain Text Template-based design
Abelardo Pardo Technology for Active and Personalised Engineering Education 54
bitbucket.org/abelardopardo/reauthoring
Multidisciplinary Work
Combine data and qualitative insight
Abelardo Pardo Technology for Active and Personalised Engineering Education 55
Pardo, A., Ellis, R. A., & Calvo, R. A. (2015). Combining Observational and Experiential Data to Inform the Redesign of Learning Activities. In LAK’15 (pp. 305–309). ACM Press.
RachelWente-ChaneyFlickr
Technology for Active and
Personalised Engineering Education
UTS - Faculty of Engineering and IT Seminar
28 April 2015
Dr Abelardo Pardo (@abelardopardo)
The University of Sydney
slideshare.net/abelardo_pardo

Technology for Active and Personalised Engineering Education

  • 1.
    RachelWente-ChaneyFlickr Technology for Activeand Personalised Engineering Education UTS - Faculty of Engineering and IT Seminar 28 April 2015 Dr Abelardo Pardo (@abelardopardo) The University of Sydney slideshare.net/abelardo_pardo
  • 2.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 2 TristanMartinflickr.com Context Engineering Education Educational Technology Learning Analytics Examples
  • 3.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 3 TristanMartinflickr.com Context
  • 4.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 4 BSc, MSc Computer Science PhD Computer Science Research and Adjunct (Tufts Univ.) A/Prof Educational Technology Senior Lecturer
  • 5.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 5 StateRecordsNSWFlickr Senior Lecturer at School of EIE The University of Sydney Two courses Grad/Undergrad Active learning Use of technology Tech to improve education (My Research Area!) Behavioral/Learning analytics User validation
  • 6.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 6 dianetellFlickr Pragmatic approach Dogfooding! In the wild
  • 7.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 7 TristanMartinflickr.com Context Engineering Education
  • 8.
    Dr. Kamyar Haghighi AbelardoPardo Technology for Active and Personalised Engineering Education 8
  • 9.
    Dr. Kamyar Haghighi/2 Abelardo Pardo Technology for Active and Personalised Engineering Education 9 K. Haghighi (2005), Quiet No Longer: Birth of a New Discipline, Journal of Engineering Education, 94(4), 351-353
  • 10.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 10 engineering.purdue.edu/ENE
  • 11.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 11 web.stanford.edu/group/design_education/cgi-bin/mediawiki/index.php/Main_Page
  • 12.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 12 www.engineeringchallenges.org
  • 13.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 13 www.engineeringchallenges.org
  • 14.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 14 www.asee.org
  • 15.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 15 TristanMartinflickr.com Context Engineering Education Educational Technology
  • 16.
    Early work • Parametricexercises • Intelligent tutoring systems • Swarm Intelligence for sequencing resources • Rule based adaptation of problem sequences • Automatic Peer Review Management Platform • Automatic Grading Abelardo Pardo Technology for Active and Personalised Engineering Education 16
  • 17.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 17
  • 18.
    IMS Learning Design AbelardoPardo Technology for Active and Personalised Engineering Education 18 De la Fuente Valentín L., Pardo A., Delgado Kloos, C (2011). Generic Service Integration in Adaptive Learning Experiences using IMS Learning Design, Computer and Education, 57(2011)
  • 19.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 19 JansonHewsflickr.com
  • 20.
    Scholarly Discipline Abelardo PardoTechnology for Active and Personalised Engineering Education 20
  • 21.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 21 TristanMartinflickr.com Context Engineering Education Educational Technology Learning Analytics
  • 22.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 22 VanessaOflickr.com “Historically, humanity has made sense of the world through discourse, dialogue, artifacts, myth, story, and metaphor. While those sensemaking approaches won’t disappear, they will be augmented by data and analytics.” Siemens, 2014 www.elearnspace.org/blog
  • 23.
    Learning Analytics Measurement, collection,analysis and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs. Abelardo Pardo Technology for Active and Personalised Engineering Education 23 (SoLAR, Society for Learning Analytics Research)
  • 24.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 24 UnhinderedbyTalentflickr.com Many colleges and universities have demonstrated that analytics can help significantly advance an institution in such strategic areas as resource allocation, student success, and finance Bichsel, J. (2012). Analytics in Higher Education Benefits, Barriers, Progress, and Recommendations. EDUCAUSE Center for Applied Research
  • 25.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 25 apasciutoflickr.com Tools, technology, algorithms Educational design, pedagogical strategies
  • 26.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 26 Anthonyflickr.com Tech affordances must have strong, realistic pedagogical foundations
  • 27.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 27 TristanMartinflickr.com Context Engineering Education Educational Technology Learning Analytics Examples
  • 28.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 28 Flickrmorflickr.com Activities occur outside the LMS
  • 29.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 29 ChefCookeFlickr.com Observe while working on course activities
  • 30.
    A clearly identified environmentwithin your computer Abelardo Pardo Technology for Active and Personalised Engineering Education 30 KevinDaviesflickr.com Pardo A., Delgado Kloos C. (2011) Stepping out of the box. Towards analytics outside the LMS, International Conference on Learning Analytics and Knowledge, pp, 163-167, ACM New York, USA
  • 31.
    Instrumentation Abelardo Pardo Technologyfor Active and Personalised Engineering Education 31 Romero Zaldívar, V. A., Pardo, A., Burgos, D., & Delgado Kloos, C. (2012). Monitoring Student Progress Using Virtual Appliances: A Case Study. Computers & Education, 58(4), 1058–1067.
  • 32.
    Learning glass Abelardo PardoTechnology for Active and Personalised Engineering Education 32 Leony, D., Pardo A., De la Fuente Valentín, L., Sánchez de Castro, D., Delgado Kloos, C. 2012. GLASS : A Learning Analytics Visualization Tool. LAK’2012, pp. 162-163, ACM Press.
  • 33.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 33
  • 34.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 34 Pardo, Abelardo, Negin Mirriahi, Shane Dawson, et al. 2015. Identifying Learning Strategies Associated with Active Use of Video Annotation Software. In LAK’15 pp. 255–259. ACM Press.
  • 35.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 35 BenjaminEshamflickr.com First Year Engineering Course Computer Systems Enrollment: 300 students 1 Lecture (2 hours) + 1 tutorial (2 hours) + 1 lab (3 hours) Flipped Learning Assess Participation 100% Digital Material Midterm + Final + Project
  • 36.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 36 bit.ly/elec1601
  • 37.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 37 bit.ly/elec1601
  • 38.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 38 bit.ly/elec1601
  • 39.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 39 Track Track
  • 40.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 40
  • 41.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 41
  • 42.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 42 Track
  • 43.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 43
  • 44.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 44 Track
  • 45.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 45
  • 46.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 46
  • 47.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 47 bit.ly/elec1601
  • 48.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 48
  • 49.
    Results Better open questionscores Abelardo Pardo Technology for Active and Personalised Engineering Education 49 Effect Size (Cohen’s d) = 0.27
  • 50.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 50 Agile Authoring!
  • 51.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 51 Minimum markup. Sensors automatically generated.
  • 52.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 52 Solutions, tutor guide, in a single document
  • 53.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 53 billBradfordflickr.com Plain Text Template-based design
  • 54.
    Abelardo Pardo Technologyfor Active and Personalised Engineering Education 54 bitbucket.org/abelardopardo/reauthoring
  • 55.
    Multidisciplinary Work Combine dataand qualitative insight Abelardo Pardo Technology for Active and Personalised Engineering Education 55 Pardo, A., Ellis, R. A., & Calvo, R. A. (2015). Combining Observational and Experiential Data to Inform the Redesign of Learning Activities. In LAK’15 (pp. 305–309). ACM Press.
  • 56.
    RachelWente-ChaneyFlickr Technology for Activeand Personalised Engineering Education UTS - Faculty of Engineering and IT Seminar 28 April 2015 Dr Abelardo Pardo (@abelardopardo) The University of Sydney slideshare.net/abelardo_pardo