The design, implementation and pilot application of an intelligent online proctoring system for online exams

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jiyou Jia ◽  
Yunfan He
Keyword(s):  
Online Learning ◽  
Teaching And Learning ◽  
Intelligent Tutoring System ◽  
Status Change ◽  
Content Type ◽  
Server Side ◽  
Epidemic Period ◽  
Artificial Intelligence Technology ◽  
Online Cheating ◽  
Novel Coronavirus

Purpose The purpose of this study is to design and implement an intelligent online proctoring system (IOPS) by using the advantage of artificial intelligence technology in order to monitor the online exam, which is urgently needed in online learning settings worldwide. As a pilot application, the authors used this system in an authentic university online exam and checked the proctoring result. Design/methodology/approach The IOPS adopts the B/S (Browser/Server) architecture. The server side is implemented with programming language C and Python and stores the identification data of all examinees and their important behavior change status, including facial expression, eye and mouth movement and speech. The browser side collects and analyzes multimodal data of the examinee writing the online test locally and transfers the examinee’s most important behavior status change data to the server. Real-time face recognition and voice detection are implemented with the support of open-source software. Findings The system was integrated into a Web-based intelligent tutoring system for school mathematics education. As a pilot application, the system was also used for online proctored exam in an undergraduate seminar in Peking University during the epidemic period in 2020. The recorded log data show that all students concentrated themselves on the exam and did not leave the camera and did not speak. Originality/value During the epidemic period of the novel coronavirus outbreak, almost all educational institutions in the world use online learning as the best way to maintain the teaching and learning schedule for all students. However, current online instruction platforms lack the function to prevent the learners from cheating in online exams and cannot guarantee the integrity and equality for all examinees as in traditional classroom exams. The literature review shows that the online proctoring system should become an important component of online exams to tackle the growing online cheating problem. Although such proctoring systems have been developed and put on the market, the practical usage of such systems in authentic exams and its effect have not been reported. Those systems are heavyweight and commercial product and cannot be freely used in education. The light-weight IOPS developed by the authors could meet the need for online exam as a stable and practical approach and could contribute to the growing online learning and distance learning.

Digital technologies, online learning and lesson study

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Rongjin Huang ◽  
Nina Helgevold ◽  
Jean Lang
Keyword(s):  
Online Learning ◽  
Lesson Study ◽  
Teaching And Learning ◽  
Scale Up ◽  
Extended Period ◽  
International Perspective ◽  
Future Research ◽  
Content Type ◽  
Equity Issues ◽  
Positive Effects

PurposeFinding ways in which technology can be used to modify, strengthen, scale up and sustain lesson study (LS) is an emerging field of research. It has become even more important due to a pandemic leading to teacher and student learning being delivered online. The purpose of this paper is to present research findings about experiences of online LS and identify issues for further research.Design/methodology/approachA systematic search of articles from 2010 to 2020 identified 13 relevant papers, and through analysis, some major themes were identified. All papers in the special issue were synthesized from the lens of the identified themes; finally, further directions are discussed.FindingsIn general, various online LS models were found to have features that resulted in positive effects on teaching and learning, but, whilst several characteristics of effective online learning were identified, some studies also highlighted issues.Research limitations/implicationsThere is a need for larger scale projects over an extended period to assess the effectiveness of online LS. Future research focused on carrying out learning study online as well as consideration of equity issues associated with online LS are also suggested.Originality/valueThe studies presented in this issue address the opportunities and challenges of conducting online LS during a pandemic and beyond. Together, the literature review and contributory papers provide an international perspective of using online LS and identify important issues for further research.

Pandemonium, panic and the pandemic: implications for human resource development from an unplanned shift to online learning

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Petra A. Robinson ◽  
Maja Stojanović ◽  
Zachary Z. Robinson ◽  
Renata Russo Lyons
Keyword(s):  
Online Learning ◽  
Learning Environment ◽  
Human Resource Development ◽  
Human Resource ◽  
Teaching And Learning ◽  
Resource Development ◽  
Virtual Learning ◽  
Virtual Learning Environment ◽  
Multiple Perspectives ◽  
Content Type

Purpose This paper aims to explore the experiences of a high school senior, a doctoral student, a university professor and an online academic coach with a rapid, unplanned shift to online learning in the USA during the COVID-19 pandemic to understand the challenges and distinct skills they identify as essential for success in a 100% virtual learning environment. Design/methodology/approach Through scholarly personal narratives (SPNs), the researchers shared details and authentic knowledge regarding their experiences and perceptions of successful teaching and learning in a 100% online learning environment. Findings The main goal was to identify necessary skills for success in a 100% virtual learning environment resulting from an unplanned shift. The findings show a need for learner and teacher self-directedness in developing a variety of nontraditional, critical literacies. Originality/value In light of the imposed and unplanned educational shifts in teaching and learning, this study has strong practical implications for human resource development offered through an analysis of multiple perspectives. This research may lead to a better understanding of how, in a period of rapid, unexpected shifts, individuals need to use self-directedness to leverage personal and professional development opportunities to adapt and succeed in the new environment. Additionally, the authors use an innovative critical theoretical framework to outline the skills the participants report as useful for success in an online classroom during a period of rapid, unexpected shifting.

scholarly journals Formalism in online education

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Peter Serdyukov
Keyword(s):  
Online Learning ◽  
Online Education ◽  
Online Teaching ◽  
Teaching And Learning ◽  
Research Literature ◽  
Original Material ◽  
Online Teaching And Learning ◽  
Content Type ◽  
Automated Learning ◽  
The Impact

PurposeWith the rapid transition of education from the traditional, classroom- or campus-based to the online format, there grows a need for not only taking advantage of online technology but also assessing actual and potential effects it can make on the learners, learning, education, and society. One of the risks inherent in online learning is its growing formalization both in the organization of the learning and in its process, which may gravely affect students’ learning, health, cognition, behavior and quality of the learning outcomes. It can also produce serious implications for the society. This article investigates the origins of formalization, its forms and stages, and discusses asynchronous, precision, and automated learning formats from this perspective. Among many issues, the impact of formalization on the learner's development and socialization is considered. The author offers a pragmatic solution for deformalization of online learning.Design/methodology/approachQualitative analysis of contemporary research literature, educational trends and practices.FindingsIt was found that formalism permeates online education in many ways. It is present in asynchronous, precise and automated learning and may produce significant impact on students, their learning, and society.Research limitations/implicationsThis is a qualitative research based on the analysis of current research literature and teaching practices.Practical implicationsWhile formalism in education is an unavoidable evil, its impact must be diminished. Critical analysis and practical recommendations offered may help improve online teaching and learning.Social implicationsFormalism affects both students' socialization in the online learning environment, and patterns of socialization in the society. It also impacts students’ cognition and behaviors. So, counteracting formalism may benefit the society's well-being.Originality/valueThe authors could not find any publications on this topic. So this is an original material which may contribute to improving online teaching and learning.

scholarly journals Moving learning online and the COVID-19 pandemic: a university response

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Aleksandra Webb ◽  
Ronald William McQuaid ◽  
C. William R. Webster
Keyword(s):  
Online Learning ◽  
Online Teaching ◽  
Teaching And Learning ◽  
Qualitative Interviews ◽  
Age Groups ◽  
Unintended Consequences ◽  
Digital Learning ◽  
Skill Levels ◽  
Content Type ◽  
Teaching Online

PurposeThis article investigates some ongoing issues faced by higher education institutions (HEIs) having to rapidly move their teaching online during the early stages of the coronavirus (COVID-19) pandemic.Design/methodology/approachThe article incorporates a review of academic and policy literature concerning digitalisation and online learning in universities and qualitative interviews with staff involved in online teaching and learning at a university in Scotland.FindingsFor most HEIs and organisations across the globe, the COVID-19 pandemic has accelerated the speed at which digitalisation and digital ways of working have been embedded in organisational life and service delivery including new ways of learning and working. This has led to a recognition of the need for practically focused, effective inclusive digital interventions. A range of initiatives that have been developed or accelerated in response to the pandemic are discussed. These should be explicitly designed and implemented to also reach individuals from disadvantaged backgrounds, including those with low-skill levels or qualifications and older age groups. Effort is also needed by policymakers and HEIs to better understand the challenges and unintended consequences that digital learning and working poses.Research limitations/implicationsMore research is needed into the methods and implications of increased online teaching. The range of interviewees is limited to one main organisation. A wider range of staff, students, HEIs and other types of organisation would add additional insights.Practical implicationsInsights from interviews highlight a number of institutional responses to digitalisation, which were accelerated by the COVID-19 pandemic. These identify learning and reflection points for HEIs moving to enhanced online teaching provision.Originality/valueThis article provides an analysis of the processes, issues and impacts associated with the rapid shift to digitisation in HEIs at a point in time shortly following the onset of the COVID-19 pandemic in 2020. It raises issues around inclusivity of online learning, pedagogy, unintended consequences of digitalisation and privacy, when moving to online teaching that are relevant both during the pandemic and in the longer term.

scholarly journals Facing the unknown: pandemic and higher education in Malaysia

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Joseph Kee-Ming Sia ◽  
Adamu Abbas Adamu
Keyword(s):  
Higher Education ◽  
Online Learning ◽  
Teaching And Learning ◽  
Design Methodology ◽  
Research Study ◽  
Current Crisis ◽  
Content Type ◽  
Innovative Strategies ◽  
East Malaysia ◽  
Multiple Challenges

PurposeThe purpose of this paper is to provide commentary on the challenges and impacts of the pandemic crisis to higher education institutions (HEIs) in Malaysia. It also outlines mitigation plans, innovative strategies adopted and implications and recommendations to HEIs.Design/methodology/approachThe research study uses a discourse analysis to examine the higher education challenges and impacts of the pandemic in Malaysia.FindingsThe findings reveal that the coronavirus disease 2019 (COVID-19) pandemic has affected the higher education sector in Malaysia significantly. Both lecturers and students in HEIs are faced with multiple challenges in teaching and learning. The effect was more severe in East Malaysia due to poor Internet connectivity for online learning. Nevertheless, COVID-19 also provides an opportunity to HEIs to reconstruct the education system and establish updated programmes and assessments. The success of online learning to mitigate the impacts is still unknown.Research limitations/implicationsThe review of the literature and news are not comprehensive as the current pandemic crisis is not over.Originality/valueThis paper is presumably representing a frontier review with more empirical research studies to be conducted to investigate the extent of the current crisis affecting teaching and learning in HEIs in Malaysia. Though there were some commentaries on how the pandemic affects education, to the best of the authors’ knowledge, this is the first commentary paper in higher education realm in Malaysia.

scholarly journals Collaborating in online teaching: inviting e-guests to facilitate learning in the digital environment

2020 ◽  
Vol 121 (7/8) ◽  
pp. 579-585
Author(s):  
Crystal Fulton
Keyword(s):  
Online Learning ◽  
Student Learning ◽  
Online Teaching ◽  
Teaching And Learning ◽  
Approaches To Learning ◽  
Opportunity To Learn ◽  
Digital Learning ◽  
Digital Environment ◽  
Learning Space ◽  
Content Type

Purpose Teaching and learning online during the Covid-19 pandemic has forced university instructors to consider online alternatives to the classroom. It is possible to facilitate students’ learning in the digital environment in similar ways to the traditional face-to-face classroom. The inclusion of e-guests in the digital learning space presents one such opportunity. The purpose of this paper is to discuss the use of e-guests in online learning. Design/methodology/approach This paper presents a case study, following a postgraduate class and the role of the e-guest in students’ synchronous online learning. Findings E-guests facilitated student learning. Their approaches to learning ranged from slides to discussions. Students responded well to this method of learning. Practical implications There is potential for enhancing student learning through the inclusion of e-guests, who bring their expertise to the classroom. E-guests from different regions offer students an opportunity to learn from specialists they would not necessarily have access to in the traditional classroom. Originality/value E-guests offer one important potential means of enriching online teaching.

May you live in interesting times: a reflection on academic integrity and accounting assessment during COVID19 and online learning

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Amanda White
Keyword(s):  
Online Learning ◽  
Student Learning ◽  
Academic Integrity ◽  
Online Teaching ◽  
Teaching And Learning ◽  
Academic Misconduct ◽  
Fraud Triangle ◽  
Content Type ◽  
Assessment Of Student Learning ◽  
Personal Reflections

Purpose The purpose of this paper is to reflect on the shift of assessments online and the potential impact on academic integrity and misconduct. The rapid pivot to online teaching as a result of COVID19 and our experiences in the accounting academy is the embodiment of the phrase “may you live in interesting times”. As teaching and learning activities shifted online, so did assessment of student learning. A topic of great discussion amongst faculty is whether accounting exams should be invigilated online and whether exams should be used at all to assess student learning. Design/methodology/approach This paper uses personal reflections and experiences to analyse the tensions between the risk of academic misconduct, maintaining assessment security and accreditation requirements of professional accounting bodies during the shift of assessment tasks online in 2020. These tensions are analysed using the fraud triangle framework (Cressey, 1973). Findings Students face incentives and pressures to engage in misconduct, opportunities that arise from online learning and assessment, and hold complex perceptions around their attitudes towards academic integrity and rationalisations of misconduct behaviour. Originality/value Suggestions are made as to how the accounting academy can move forward, taking advantages of online assessment, while still ensuring that our graduates are meeting the competencies required to join the accounting profession.

scholarly journals Editorial 17.5. Strengthening our focus for a post-COVID-19 environment: Learning from a pandemic in higher education

2020 ◽  
Vol 17 (5) ◽  
pp. 2-11
Author(s):  
Joseph Crawford ◽  
◽  
Alisa Percy ◽  
Jo-Anne Kelder ◽  
Kerryn Butler-Henderson ◽  
...  
Keyword(s):  
Higher Education ◽  
Online Learning ◽  
Teaching And Learning ◽  
Academic Development ◽  
International Markets ◽  
University Teaching ◽  
Learning And Teaching ◽  
Education Community ◽  
Challenges And Opportunities ◽  
Novel Coronavirus

The year 2020 will unlikely be one that any member of the higher education community will forget. It has posed challenges and opportunities to rethink aspects of tertiary learning and teaching, and also confirmation of some of the better practices we have engaged in. For some, the novel coronavirus pandemic has forced bad practice – such as simple and rapid digitalisation of existing curriculum – often bundled into the pedagogically-ambiguous ‘emergency remote teaching’ or ERT (Toquero, 2020). The intense pressure for academics to deliver curriculum online, typically to the exception of time for comprehensive academic development and upskilling. The practice for an overnight transition to online learning, while deemed by many to have been essential at the time, has created a myriad of future decisions to be actioned across the sector. These range from deploying future academic development workshops to transform the workforce for continued online learning to employment of educational technologists, learning designers, or similar to enable purposeful decisions of pedagogy within online learning environments. Financial constraints have tempered the deployment of additional resources, with institutions suffering from financial modelling unexpected in late-2019 budget forecasting meetings. A reduction in student enrolments from international markets offers complexity for higher education exporter nations like Australia (Marshman & Larkins, 2020). Nonetheless, there has been a resilience from the sector to ensure continuity of education under all circumstances. The role of journals like the Journal of University Teaching and Learning Practice during the pandemic has been to support timely publication of evidence-based practices for responses to COVID-19. This has included a need to balance the acceptance of manuscripts with pre-COVID-19 data and implications, and those authors contributing to the exponentially expanding knowledge base for teaching and learning during COVID-19. For the former, we have encouraged authors during final acceptance to reflect on their work’s role in enabling a positive response to the pandemic. For those in the latter, we have ensured that writers have considered the broader implications of their work beyond the pandemic. These decisions support manuscripts publishing in JUTLP to contribute to the contemporary landscape, and also beyond the pandemic.

Big Data Cognitive Storage: An Optimum Way of handling the Educational Data in Indian Scenario

2017 ◽  
Vol SED2017 (01) ◽  
pp. 5-7
Author(s):  
Ruchi Jain ◽  
Neelesh Kumar Jain
Keyword(s):  
Big Data ◽  
Online Learning ◽  
Online Education ◽  
Data Protection ◽  
Teaching And Learning ◽  
Relevant Information ◽  
Indian Society ◽  
Digital Learning ◽  
Modern Education ◽  
Indian Scenario

The concept of big data has been incorporated in majority of areas. The educational sector has plethora of data especially in online education which plays a vital in modern education. Moreover digital learning which comprises of data and analytics contributes significantly to enhance teaching and learning. The key challenge for handling such data can be a costly affair. IBM has introduced the technology "Cognitive Storage" which ensures that the most relevant information is always on hand. This technology governs the incoming data, stores the data in definite media, application of levels of data protection, policies for the lifecycle and retention of different classes of data. This technology can be very beneficial for online learning in Indian scenario. This technology will be very beneficial in Indian society so as to store more information for the upliftment of the students’ knowledge.

scholarly journals COVID-19 pandemic’s disruption on university teaching and learning and competence cultivation: Student evaluation of online learning experiences in Hong Kong

2021 ◽  
Vol 10 (1) ◽  
pp. 221258682110070
Author(s):  
Ka Ho Mok ◽  
Weiyan Xiong ◽  
Hamzah Nor Bin Aedy Rahman
Keyword(s):  
Higher Education ◽  
Online Learning ◽  
Hong Kong ◽  
Social Presence ◽  
Online Teaching ◽  
Teaching And Learning ◽  
Student Evaluation ◽  
Learning Experiences ◽  
University Teaching ◽  
Digital Learning

The COVID-19 pandemic outbreak has forced online teaching and learning to be the primary instruction format in higher education globally. One of the worrying concerns about online learning is whether this method is effective, specifically when compared to face-to-face classes. This descriptive quantitative study investigates how students in higher education institutions in Hong Kong evaluated their online learning experiences during the pandemic, including the factors influencing their digital learning experiences. By analysing the survey responses from 1,227 university students in Hong Kong, this study found that most of the respondents felt dissatisfied with their online learning experiences and effectiveness. Meanwhile, this study confirms that respondents’ household income level and information technology literacy affected their online learning effectiveness. Moreover, this study highlights the significant contributions of the community of inquiry, which places social presence on the promotion of a whole person development that could not be achieved when relying mainly on online learning. Findings encourage university leaders and instructors to search for multiple course delivery modes to nurture students to become caring leaders with the 21st century skills and knowledge set.

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