Download pdf - Learning Analytics: Sensing and making sense of Learning Activities

Transcript
Page 1: Learning Analytics: Sensing and making sense of Learning Activities

SP

DP

Flickr

Learning Analytics: Sensing andmaking sense of LearningActivities

Harnessing Unobtrusive Sensing to Understand HumanBehaviour for Lifelong GoalsSydney, 2 April 2013

Abelardo Pardo (@abelardopardo)The University of Sydney

slideshare.net/abelardo_pardo

http://www.flickr.com/photos/10068173@N08/4248640466/
@abelardopardo
slideshare.net/abelardo_pardo
Page 2: Learning Analytics: Sensing and making sense of Learning Activities

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 2

JesseW

.DillFlickr

http://www.flickr.com/photos/jwdill/2142131606/
Page 3: Learning Analytics: Sensing and making sense of Learning Activities

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 2

JesseW

.DillFlickr

Instructor transferknowledge

Passive student

Scarce interaction

http://www.flickr.com/photos/jwdill/2142131606/
Page 4: Learning Analytics: Sensing and making sense of Learning Activities

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 2

JesseW

.DillFlickr

Instructor transferknowledge

Passive student

Scarce interaction

Instructor points tomaterial andproposes activities

Student involvementrequired

Intense interaction

http://www.flickr.com/photos/jwdill/2142131606/
Page 5: Learning Analytics: Sensing and making sense of Learning Activities

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 3

JoshuaR

appenekerFlickr

http://www.flickr.com/photos/joshua/1154118/
Page 6: Learning Analytics: Sensing and making sense of Learning Activities

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 4

ChefC

ookeFlickr.comObserve only

while workingin the activities

http://www.flickr.com/photos/chefcooke/3799304340/
Page 7: Learning Analytics: Sensing and making sense of Learning Activities

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 5

deepwarren

Flickr

Observe in and out of the classroom

http://www.flickr.com/photos/fuzzhead/7739629140
Page 8: Learning Analytics: Sensing and making sense of Learning Activities

Partial InstrumentationPersonal Device

CourseApp 1

CourseApp 2

CourseApp 3

CourseApp 4

Authenticated

Delimited context

UserApp

UserApp

UserApp

UserApp

UserApp

EventDataset

PersonalData

Encoding

Report

Infer

Act

InstructorStudent

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 6

Page 9: Learning Analytics: Sensing and making sense of Learning Activities

A clearly identifiedenvironment within

your computer

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 7

Kevin

Davies

Flickr.com

http://www.flickr.com/photos/kevin_davies/4595930310/
Page 10: Learning Analytics: Sensing and making sense of Learning Activities

Virtual Desktop

Common set of tools

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 8

Page 11: Learning Analytics: Sensing and making sense of Learning Activities

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 9

New Technology MediatedSpaces

Page 12: Learning Analytics: Sensing and making sense of Learning Activities

Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 10

Highersights

Flickr

http://www.flickr.com/photos/highersights/6231641551/

Recommended

Natural Anti-Quorum Sensing agents against Pseudomonas ... · 2. Quorum Sensing: a Novel Target Vfr Quorum sensing (QS) is a population-dependent event [13]. The capability to sense
Natural Anti-Quorum Sensing agents against Pseudomonas ... · 2. Quorum Sensing: a Novel Target Vfr Quorum sensing (QS) is a population-dependent event [13]. The capability to sense Documents
Remote Sensing and Machine Learning in Crop Phenotyping
Remote Sensing and Machine Learning in Crop Phenotyping Documents
gordoncounty.orggordoncounty.org/.../2017-FD103-Specs.docx · Web viewUnique electronic sensing circuits sense the true battery voltage while eliminating the need for external sense
gordoncounty.orggordoncounty.org/.../2017-FD103-Specs.docx · Web viewUnique electronic sensing circuits sense the true battery voltage while eliminating the need for external sense Documents
Mental Health Sensing Using Machine Learning
Mental Health Sensing Using Machine Learning Documents
Can Deep Learning Revolutionize Mobile Sensing?
Can Deep Learning Revolutionize Mobile Sensing? Documents
Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization Julio Martin Duarte-Carvajalino, and Guillermo Sapiro
Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization Julio Martin Duarte-Carvajalino, and Guillermo Sapiro Documents
Compressed Sensing Meets Machine Learning - Classification
Compressed Sensing Meets Machine Learning - Classification Documents
A Nonparametric Learning Approach to Range Sensing from
A Nonparametric Learning Approach to Range Sensing from Documents
STATISTICAL LEARNING AND OPTIMIZATION …STATISTICAL LEARNING AND OPTIMIZATION METHODS FOR ... images using MATLAB software. Keywords: Remote Sensing, ... Satellite Based Remote Sensing
STATISTICAL LEARNING AND OPTIMIZATION …STATISTICAL LEARNING AND OPTIMIZATION METHODS FOR ... images using MATLAB software. Keywords: Remote Sensing, ... Satellite Based Remote Sensing Documents
Focus on Robot Learning. Robot Learning Basics Basics: kinematics, statistics, ROS. Sensing Sensing: Filtering and state estimation – (Particle filters,
Focus on Robot Learning. Robot Learning Basics Basics: kinematics, statistics, ROS. Sensing Sensing: Filtering and state estimation – (Particle filters, Documents
CS 349: Machine Learning · Topic 19: Machine Learning and Visual Sensing* CS 349: Machine Learning Oliver Cossairt *Some slides taken from “Machine LeanringVisual Sensing and Machine
CS 349: Machine Learning · Topic 19: Machine Learning and Visual Sensing* CS 349: Machine Learning Oliver Cossairt *Some slides taken from “Machine LeanringVisual Sensing and Machine Documents
Making Sense of Whistle-Blowing's Antecedents: Learning ...homepages.rpi.edu/~guptaa/MGMT2320/Data/WhistleBlowingPaper.pdf · Making Sense of Whistle-Blowing's Antecedents: Learning
Making Sense of Whistle-Blowing's Antecedents: Learning ...homepages.rpi.edu/~guptaa/MGMT2320/Data/WhistleBlowingPaper.pdf · Making Sense of Whistle-Blowing's Antecedents: Learning Documents
Making sense of sensing - Simon Dobson
Making sense of sensing - Simon Dobson Documents
MEEP Community Learning Lab - Sensing the Present
MEEP Community Learning Lab - Sensing the Present Education
Creating a Sense of Community of Learning
Creating a Sense of Community of Learning Education
MAKING SENSE OF SENSING - prod-edam.honeywell.com
MAKING SENSE OF SENSING - prod-edam.honeywell.com Documents
Deep learning wavefront sensing and aberration correction
Deep learning wavefront sensing and aberration correction Documents
AN105 - Current Sense Circuit Collection · Current Sense Circuit Collection Making Sense of Current Tim Regan, Editor Sensing and/or controlling current flow is a fundamental This
AN105 - Current Sense Circuit Collection · Current Sense Circuit Collection Making Sense of Current Tim Regan, Editor Sensing and/or controlling current flow is a fundamental This Documents