The document discusses incorporating online assessment into vocational education and training. It defines e-assessment as using information and communication technology for assessment presentation and response recording. Key drivers for e-assessment include the technological preferences of younger learners and industry demands for technologically-skilled workers. The benefits of e-assessment include flexibility, choice, efficiency and providing instant feedback.
E-Learning: Challenges and Research Opportunities Using Machine Learning & Da...eraser Juan José Calderón
E-Learning: Challenges and Research Opportunities Using Machine Learning & Data Analytics
de ABDALLAH MOUBAYED 1 , MOHAMMADNOOR INJADAT1 , ALI BOU NASSIF2 , HANAN LUTFIYYA3 , AND ABDALLAH SHAMI1 1Electrical and Computer Engineering Department, Western University, London, ON N6A 3K7, Canada 2Electrical and Computer Engineering Department, University of Sharjah, Sharjah, United Arab Emirates 3Computer Science Department, Western University, London, ON N6A 3K7, Canada Corresponding author: Abdallah Moubayed (amoubaye@uwo.ca)
ABSTRACT
With the proliferation of technology, the field of e-learning has garnered significant attention in recent times. This is because it has allowed users from around the world to learn and access new information. This has added to the growing amount of collected data that is already being generated through different devices and sensors employed around the world. This has led to the need to analyze collected data and extract useful information from it. Machine learning (ML) and data analytics (DA) are proposed techniques that can help extract information and find valuable patterns within the collected data. In this paper, the field of e-learning is investigated in terms of definitions and characteristics. Moreover, the various challenges facing the different participants within this process are discussed. In addition, some of the works proposed in the literature to tackle these challenges are presented. Then, a brief survey about some of the most popular ML and DA techniques is given. Finally, some of the research opportunities available that employ such techniques are proposed to give insights into the areas that merit further exploration and investigation.
E-learning applications and processes include Web-based learning, computer-based learning, virtual education opportunities and digital collaboration. Content is delivered via the Internet, intranet/extranet, audio or video tape, satellite TV, and CD-ROM. It can be self-paced or instructor-led
Challenges faced by administrators, faculty and learners in E-LearningRamesh C. Sharma
This is of interest to educators, administrators, students, and community members who value the importance of integrating technology into the curriculum to improve instruction and learning. Online learning involves various skills on the part of the instructor and learner. These include social and communication skills, social networking, independent learning strategies, critical and higher order thinking skills, creativity, and effective online and face-to-face facilitation. In addition, there are may challenges that the educators, administrators, students, and community members face. (..CO11)
Presentation delivered at EMS Expo about Trends in Online Education for audience of State EMS Officials, Paramedics, Educators, Training Officers, Field Supervisors
In present scenario computers have become one of the key parts of human life.
Computers are playing a key role in every individual’s life starting from kids to business
professionals. The new generation is very much familiar with computers and internet
(Mahmoodand Hafeez, 2013). There is no doubt that computer are giving a comprehensive edge
to human life and taking the life standard to a new extent. At present computers are being used in
every filed such as communication, education, transport, medical, science, etc. and plying vital
role in their development. Computers have made human’s life so easy and comfortable like never
before. Starting form communication to learning and shopping everything is so instant and easy.
But the impacts of technological developments are not only positive. There is a dark side too
which cannot be neglected while evaluating role of computers in human life.
The slides to accompany a ScaffoldLMS webinar on E-Assessment held on 2nd December 2014 at 10am AEDT. The webinar recordings can be accessed from the Nine Lanterns website: http://www.ninelanterns.com.au/knowledge-hub/welcome-nine-lanterns-elearning-knowledge-hub/demand-webinars
E-Learning: Challenges and Research Opportunities Using Machine Learning & Da...eraser Juan José Calderón
E-Learning: Challenges and Research Opportunities Using Machine Learning & Data Analytics
de ABDALLAH MOUBAYED 1 , MOHAMMADNOOR INJADAT1 , ALI BOU NASSIF2 , HANAN LUTFIYYA3 , AND ABDALLAH SHAMI1 1Electrical and Computer Engineering Department, Western University, London, ON N6A 3K7, Canada 2Electrical and Computer Engineering Department, University of Sharjah, Sharjah, United Arab Emirates 3Computer Science Department, Western University, London, ON N6A 3K7, Canada Corresponding author: Abdallah Moubayed (amoubaye@uwo.ca)
ABSTRACT
With the proliferation of technology, the field of e-learning has garnered significant attention in recent times. This is because it has allowed users from around the world to learn and access new information. This has added to the growing amount of collected data that is already being generated through different devices and sensors employed around the world. This has led to the need to analyze collected data and extract useful information from it. Machine learning (ML) and data analytics (DA) are proposed techniques that can help extract information and find valuable patterns within the collected data. In this paper, the field of e-learning is investigated in terms of definitions and characteristics. Moreover, the various challenges facing the different participants within this process are discussed. In addition, some of the works proposed in the literature to tackle these challenges are presented. Then, a brief survey about some of the most popular ML and DA techniques is given. Finally, some of the research opportunities available that employ such techniques are proposed to give insights into the areas that merit further exploration and investigation.
E-learning applications and processes include Web-based learning, computer-based learning, virtual education opportunities and digital collaboration. Content is delivered via the Internet, intranet/extranet, audio or video tape, satellite TV, and CD-ROM. It can be self-paced or instructor-led
Challenges faced by administrators, faculty and learners in E-LearningRamesh C. Sharma
This is of interest to educators, administrators, students, and community members who value the importance of integrating technology into the curriculum to improve instruction and learning. Online learning involves various skills on the part of the instructor and learner. These include social and communication skills, social networking, independent learning strategies, critical and higher order thinking skills, creativity, and effective online and face-to-face facilitation. In addition, there are may challenges that the educators, administrators, students, and community members face. (..CO11)
Presentation delivered at EMS Expo about Trends in Online Education for audience of State EMS Officials, Paramedics, Educators, Training Officers, Field Supervisors
In present scenario computers have become one of the key parts of human life.
Computers are playing a key role in every individual’s life starting from kids to business
professionals. The new generation is very much familiar with computers and internet
(Mahmoodand Hafeez, 2013). There is no doubt that computer are giving a comprehensive edge
to human life and taking the life standard to a new extent. At present computers are being used in
every filed such as communication, education, transport, medical, science, etc. and plying vital
role in their development. Computers have made human’s life so easy and comfortable like never
before. Starting form communication to learning and shopping everything is so instant and easy.
But the impacts of technological developments are not only positive. There is a dark side too
which cannot be neglected while evaluating role of computers in human life.
The slides to accompany a ScaffoldLMS webinar on E-Assessment held on 2nd December 2014 at 10am AEDT. The webinar recordings can be accessed from the Nine Lanterns website: http://www.ninelanterns.com.au/knowledge-hub/welcome-nine-lanterns-elearning-knowledge-hub/demand-webinars
ScaffoldLMS Webinar 1-Responsive Design and ThemeNine Lanterns
Responsive, or Mobile, design is a hot topic in the world of eLearning right now, learners are using more devices than ever before. In this ScaffoldLMS webinar, James Ballard presents and overview of responsive design, what it is and how it works, but most importantly why it matters. He also presents a demonstration of how the new theming tool and and how responsive design will work within ScaffoldLMS.
Diana Laurillard: The Conversational Framework - an approach to Evaluating e-...Yishay Mor
Diana Laurillard's presentation for the formative e-assessment project's dessimination event:
http://projects.lkl.ac.uk/feasst/april-28th/
A version of this presentation with animations is available at:
http://www.slideboom.com/presentations/63498/CF-for-Feasst
Transforming Education through Disruptive TechnologiesAspire Systems
IT budget cuts post-recession have forced education CIO’s to increase dependence on emerging cost-effective technologies like collaboration platforms, web based applications and the now buzzed Cloud Computing. However, the technology invasion in education is still nascent and various revolutionary concepts, like augmented reality and semantic web, are on the verge of becoming mainstream.
To penetrate beyond the inevitable hype and disruption, this webinar will be looking at the following:
- The best emerging technologies that education software providers should invest in
- Technologies recommended for classroom adoption among educational institutions
- Effects of adopting such disruptive technologies
- Obtaining the best out of established technologies
Overview of Effective Learning Analytics Using data and analytics to support ...Bart Rienties
Begona Nunez-Herran and Kevin Mayles (Data and Student Analytics), Rebecca Ward (Data Strategy and Governance)
-Move towards centralised LA data infrastructure
-Data governance and lessons learned
Prof Bart Rienties & PhD students (Institute of Educational Technology)
-What is the latest “blue sky” learning analytics research from the OU?
-Rogers Kalissa: Social Learning Analytics to support teaching (University of Oslo)
-Saman Rizvi: Cultural impact of MOOC learning (IET)
-Shi Min Chua: Why does no one reply to my posts (IET/WELS)
-Maina Korir: Ethics and LA (IET)
-Anna Gillespie: Predictive Learning Analytics and role of tutors (EdD)
Prof John Domingue (Knowledge Media Institute) & Dr Thea Herodotou (IET)
-What have we learned from 5 years of large scale implementation of OU Analyse?
-Where is LA/AI going?
Educators Pave the Way for Next Generation of LearnersCognizant
As educational assessments shift to outcome-based learning, providers must adopt new forms of test delivery to increase their global reach and provide ubiquitous services to a new student population.
A presentation provided at the 2019 ACODE Learning Technologies Leadership Institute on Monday 19 August.
Disruption is not limited to the music, newspaper, taxi and food delivery industry, or to the provision of movies. New models of educational delivery have also been emerging, thanks largely to the affordance of new generational technologies and a willingness to break with traditional forms of supply, to a more demand driven model. These new business models, coupled with a slowness of the national regulators, has caught some tertiary institutions on the back foot, but some are now awakening from their slumber. With the bolder ones not being afraid to mix their metaphors
Presentation exploring the relationship between policy and practice in the development of e-assessment in higher education and the importance of establishing a policy framework - developed in collaboration with all key stakeholders - to support wider uptake among academic staff.
Partners in Technology - Opportunities for delivering better ICT services Digital Queensland
Partners in Technology Briefing 2 August 2019
Michael O’Leary
Assistant Director-General, Information and Technologies and Chief Information Officer
Department of Education
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Introduction to AI for Nonprofits with Tapp NetworkTechSoup
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
Honest Reviews of Tim Han LMA Course Program.pptxtimhan337
Personal development courses are widely available today, with each one promising life-changing outcomes. Tim Han’s Life Mastery Achievers (LMA) Course has drawn a lot of interest. In addition to offering my frank assessment of Success Insider’s LMA Course, this piece examines the course’s effects via a variety of Tim Han LMA course reviews and Success Insider comments.
4. “ The end-to-end electronic assessment processes where ICT is used for the presentation of assessment activity and the recording of responses. This includes the end-to-end assessment process from the perspective of learners, tutors, learning establishments, awarding bodies and regulators, and the general public.” e-assessment Glossary (Extended) For more information: www.jisc.ac.uk/assessment What is e-assessment?
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8. How has government policy encouraged RTO’s to meet the demands of Industry? Securing Jobs for Your Future Skills for Victoria Nationally, vocational education and training has been identified as central to productivity growth. As part of the national focus on productivity and the development of Australia’s human capital, there is a strong emphasis on making training systems more responsive to changing labour market demands through more competitive and user-focused delivery. P.7 The $20 million TAFE Broadband component will provide significantly improved connectivity to all TAFE institutions and campuses and build a common technology platform, enabling greater collaboration across the sector. The shared platform will enable the public TAFE network to deliver flexible and technologically advanced learning services in an environment of greater collaboration and administrative efficiency. P.27
9. What is “Assessment of Learning” and “Assessment for Learning”? 2 nd generation e- assessment Traditional or 1 st generation e-assessment Asynchronous Synchronous Adaptive Passive Non-Linear Linear
17. Online collaborative project based Assessments Creation of new E-Business services … Truth [is] being involved in an eternal conversation about things that matter, conducted with passion and discipline…truth is not in the conclusions so much as in the process of conversation itself…if you want to be in truth you must be in conversation. Parker Palmer
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22. Like it or not - e-assessment is the way of the future!