Expedition to the blockchain application potential for higher education institutions

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Expedition to the blockchain application potential for higher education institutions

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Blockchain-Based Applications in Education: A Systematic Review
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A Novel Blockchain-based Education Records Verification Solution
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EPPR: Using Blockchain For Sharing Educational Records
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Towards Next Generation Teaching, Learning, and Context-Aware Applications for Higher Education: A Review on Blockchain, IoT, Fog and Edge Computing Enabled Smart Campuses and Universities
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Hochschulen in Zeiten der Digitalisierung
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Governance in the Blockchain Economy: A Framework and Research Agenda
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Building a Blockchain Application that Complies with the EU General Data Protection Regulation
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  • MIS Quarterly Executive
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CitationsShowing 9 of 9 papers
  • Conference Article
  • 10.1109/aic66080.2025.11212033
Decentralized Tamperproof Certificate Validation in Education: A Blockchain Approach
  • Jul 26, 2025
  • Gajja Aarthi Goud + 7 more

Decentralized Tamperproof Certificate Validation in Education: A Blockchain Approach

  • Research Article
  • Cite Count Icon 1
  • 10.52754/16948610_2024_4_17
ДОКУМЕНТ БАШКАРУУ СИСТЕМАЛАРЫНДА КОЛДОНУЛГАН БЛОКЧЕЙН ТЕХНОЛОГИЯСЫ БОЮНЧА АДАБИЯТТАРДЫН СИСТЕМАТИКАЛЫК АНАЛИЗИ
  • Dec 27, 2024
  • Bulletin of Osh State University
  • Бахиана Бектемир Кызы + 1 more

Санариптик доордо документ башкаруу процесстерин маалымат коопсуздугу жана бүтүндүгү сыяктуу көйгөйлөр коштоп келет. Бул маселени чечүү жолу катары блокчейн технологиясынын кеңири колдонулушу байкалууда. Блокчейн – чоң потенциалга жана артыкчылыктарга ээ болгон инновациялык мета технология. Бул изилдөөдө блокчейн технологиясынын документ башкаруу тармагына болгон тассири талкууланып, 2014-2024-жылдар аралыгында жазылган макалалар жана илимий публикацияларга систематикалык талдоо жүргүзүлдү. Изилдөөнүн көлөмү Web of Science жана Scopus базалары менен чектелип, акыркы он жылдын 517 макаласы изилденди. Изилдөөнүн жыйынтыктарында документ башкаруудагы блокчейн технологиясынын учурдагы абалы жана мааниси талкууланып, тиешелүү адабияттарда талкууланган артыкчылыктар, кемчиликтер жана көйгөйлөр белгиленди. Бул жыйынтыктардын негизинде окумуштуулар жана адистер үчүн керектүү боло турган бир нече изилдөө маселелери жана багыттары аныкталды.

  • Research Article
  • 10.3390/app15126596
Design, Implementation and Practical Energy-Efficiency Evaluation of a Blockchain Based Academic Credential Verification System for Low-Power Nodes
  • Jun 12, 2025
  • Applied Sciences
  • Gabriel Fernández-Blanco + 3 more

The educational system manages extensive documentation and paperwork, which can lead to human errors and sometimes abuse or fraud, such as the falsification of diplomas, certificates or other credentials. In fact, in recent years, multiple cases of fraud have been detected, representing a significant cost to society, since fraud harms the trustworthiness of certificates and academic institutions. To tackle such an issue, this article proposes a solution aimed at recording and verifying academic records through a decentralized application that is supported by a smart contract deployed in the Ethereum blockchain and by a decentralized storage system based on Inter-Planetary File System (IPFS). The proposed solution is evaluated in terms of performance and energy efficiency, comparing the results obtained with a traditional Proof-of-Work (PoW) consensus protocol and the new Proof-of-Authority (PoA) protocol. The results shown in this paper indicate that the latter is clearly greener and demands less CPU load. Moreover, this article compares the performance of a traditional computer and two Single-Board Computers (SBCs) (a Raspberry Pi 4 and an Orange Pi One), showing that is possible to make use of the latter low-power devices to implement blockchain nodes but at the cost of higher response latency. Furthermore, the impact of Ethereum gas limit is evaluated, demonstrating its significant influence on the blockchain network performance. Thus, this article provides guidelines, useful practical evaluations and key findings that will help the next generation of green blockchain developers and researchers.

  • New
  • Research Article
  • 10.3390/su17209350
Enhancing Transparency and Trust in Higher Education Institutions via Blockchain: A Conceptual Model Utilizing the Ethereum Consortium Approach
  • Oct 21, 2025
  • Sustainability
  • Yerlan Kistaubayev + 5 more

It has been recognized that Blockchain technology contributes to environmentally sustainable development goals (SDGs). It has emerged as a disruptive innovation capable of transforming various economic and social sectors significantly. This conceptual paper is driven by the need to explore how blockchain, specifically a consortium-based Ethereum architecture, can be integrated into higher education institutions to ensure data sovereignty, integrity, and verifiability while adhering to legal and ethical standards such as GDPR. We propose a multi-layered blockchain-based model for Kazakhstan’s Unified Platform of Higher Education (UPHE). This model employs hybrid on-chain/off-chain data storage, smart contract automation, and a Proof-of-Authority consensus mechanism to address system limitations, including data centralization and inadequate verification of academic credentials. Empirical simulations using Blockscout and Ethereum-compatible tools demonstrate the model’s feasibility and performance. This paper contributes to the growing discussion on educational blockchain applications by presenting a scalable, secure, and transparent architecture that aligns with institutional governance and Environmental, Social, and Governance (ESG) principles. It also supports the objectives of UN SDG 4 (i.e., Quality education) by fostering trust, transparency, and equitable access to verifiable educational credentials.

  • Research Article
  • 10.1038/s41598-025-06789-x
A secured accreditation and equivalency certification using Merkle mountain range and transformer based deep learning model for the education ecosystem
  • Jul 2, 2025
  • Scientific Reports
  • Sumathy Krishnan + 2 more

An Accreditation and equivalency certificate Verification System is required to ensure integrity, trust, and recognition of qualifications within the education ecosystem. However, most verification procedures are costly, hard, opaque, and time-consuming. This paper introduces a secured blockchain-based Accreditation and Equivalency certification prototype that effectively mitigates credential and equivalency frauds. Initially, a novel transformer-based convolutional recurrent network (TCRN) is proposed to automate and enhance the equivalency estimation process by analyzing large datasets of educational records and providing equivalence certificates. TCRN employs Bi-GRU to retain long-term academic trends, Depth-wise separable convolutions (DSC) to concentrate on course-specific information, and BERT to capture global semantic context. The suggested approach utilizes an enhanced MD5 hash method to uniquely fingerprint Degree Details (DD), ID/Transcript Details (ITD), and equivalency certificates, storing them in a Merkle Mountain Range (MMR) structure to ensure data integrity. Verification of credentials is made easier as third parties can now access and verify data using QR codes incorporated in physical certificates through the Cerberus + + network. Cerberus + + uses a sampling-based strategy to reduce resource usage throughout the verification process and improves conventional blockchain architecture for increased computing efficiency. The proposed platform sets a globally reliable foundation for comparability of the grading scale of higher education and ensures easy transfer and recognition of academic credentials. According to simulation results, the system can estimate academic equivalency with over 95% accuracy and allows for resource-efficient, real-time verification.

  • Research Article
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Certifichain: Secure QR Codes for Blockchain-Verified Digital Credentials
  • Sep 29, 2025
  • Digital Threats: Research and Practice
  • Yudha Purwanto + 8 more

A blockchain-based digital credential securely verifies identity and prevents fraud through decentralized validation. In recent applications, QR codes link these credentials, facilitating quick verification. Earlier research showed QR codes lacked subject data, making them easy targets for forgery and quishing attack. This study developed Certifichain, an application designed to manage digital credentials within a blockchain, integrating secure QR code tagging to provide a dual credential verification mechanism. The secure QR code holds both the encrypted digital credential object and the digital signature as the subject. The encryption scheme utilizes the Advanced Encryption Standard (AES) and the Elliptic Curve Digital Signature Algorithm (ECDSA). Powered by Hyperledger Fabric, the system supports up to 200 transactions per second with high throughput and low latency. The system achieves a usability score of 89 while maintaining an average CVSS score of below 2.1 from the STRIDE threat model, indicating both high usability and minimal risk. The system surpasses other QR code schemes in recent blockchain applications by providing confidentiality, integrity, authenticity, and non-repudiation from subject verification.

  • Research Article
  • Cite Count Icon 1
  • 10.3390/computers14040141
A Systematic Review of Blockchain-Based Initiatives in Comparison to Best Practices Used in Higher Education Institutions
  • Apr 8, 2025
  • Computers
  • Diana Laura Silaghi + 1 more

Blockchain technology, originally introduced through Bitcoin cryptocurrency in 2008, has rapidly expanded beyond its financial roots, offering innovative solutions for secure data management across various sectors, including education. Higher education institutions, faced with challenges in managing academic records, verifying degrees, assessing skills, and safeguarding personal data, have increasingly looked to blockchain for answers. Blockchain’s transparent, immutable, and decentralized nature provides potential solutions to these longstanding problems. This systematic review assesses blockchain-based proposals for academic certificates management, aiming to highlight globally recognized best practices, explore the latest applications, and identify key challenges hindering the widespread adoption of blockchain technology in education. A thorough discussion based on the findings introduces potential solutions to mitigate these challenges and provides insights into possible future research directions that could help overcome these obstacles.

  • Conference Article
  • 10.1109/cine63708.2024.10881807
Design of Blockchain-Envisioned Document Verification System
  • Dec 19, 2024
  • Maulik Gupta + 4 more

Design of Blockchain-Envisioned Document Verification System

  • Research Article
  • 10.1007/s11042-024-20303-x
Analyzing functional, technical and bibliometric trends of blockchain applications in education: A systematic review
  • Oct 4, 2024
  • Multimedia Tools and Applications
  • Ankita Choudhary + 2 more

Analyzing functional, technical and bibliometric trends of blockchain applications in education: A systematic review

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A systematic literature review on maturity models for information systems in higher education institutions
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Maturity models have been introduced over the last five decades as guides and references for information system (IS) management in organizations from different sectors. In the education sector, maturity models have also been used to evaluate higher education institutions (HEIs) across several dimensions, such as information and communication technology (ICT), management, process management, course curricula, course/HEI accreditation, e-/m-learning, online courses and pedagogical strategies. In fact, HEIs are faced with enormous complexity due to the specificity and quantity of their processes. Based on the guidelines concerning a methodology for a systematic literature review, the maturity models of different subareas of education are identified and categorized in this paper. For each maturity model associated with HEIs’ ISs, the appropriate methodology for development and validation is identified, as well as the scope, stages and their dimensional characteristics. This study highlights the need to develop an IS maturity model that supports HEIs in their core business activities and management.

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PurposeThis systematic literature review aims to identify the main areas of study related to co-creation and innovation in Higher Education Institutions (HEIs), as well as the main external and internal stakeholders with whom co-creation is made.Design/methodology/approachThe empirical approach is based on 258 articles selected from the Web of Science (WoS), Clarivate Analytics and Scopus, Elsevier databases, with analysis of titles, abstracts and keywords following a research protocol. VOS viewer and CitNetExplorer software were used, with the twin aim of identifying publications with a higher number of citations and designing maps of reference word co-occurrence.FindingsThe analysis led to three clusters being identified: Cluster 1. Management and transfer of knowledge from HEIs to companies; Cluster 2. Co-creation and innovation in HEIs through cooperation between universities and companies; and Cluster 3. Universities’ third mission and their role in developing entrepreneurship education. The results of the literature clusters analysis led to proposing a conceptual model of analysis.Research limitations/implicationsDespite only employing two databases and the content analysis criteria, the three found clusters are linked, recognising the interplay between co-creation and innovation in HEIs, knowledge transfer to enterprises and the influence on HEIs' third goal.Practical implicationsThis systematic literature review highlights and gives a picture of the state-of-the-art in co-creation and innovation in HEIs, as well as presenting a model of co-creation and innovation in HEIs that can contribute to reinforcing the University-Industry-Community ties.Social implicationsThis study can lead to a better knowledge of the issue of co-creation and innovation at HEIs, as well as a deeper analysis of the sorts of relationships between HEIs and their stakeholders, as well as its impact on surrounding areas and influence.Originality/valueThe research highlights the interaction between HEIs and their stakeholders on a basis of value co-creation and innovation, providing mutual benefits for all involved, as well as greater development and recognition of HEIs and their surrounding regions’ image andreputation. A future research agenda is also presented on the topic of co-creation and innovation in HEIs.

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Purpose: With application of general strain theory, this study investigates how internal audit function and blockchain technology can be leveraged to ensure the sustainability of higher education institutions (HEIs) by combating faculty credential fraud. Faculty members with fake credentials pose a significant threat, jeopardizing the quality of education, eroding public trust, and hindering the institution's ability to attract qualified students and faculty. Methodology: A comprehensive review of existing literature and reports related to faculty credential fraud, internal audit practices, and blockchain technology is conducted. The study considers the effectiveness of internal audit and blockchain solutions in addressing faculty credential fraud within the context of HEI sustainability. Study also provides practical solutions for the development and implementation of blockchain specifically related to HEIs and defines specific measures to be taken by internal audit function towards preventing such frauds. Findings: The study reveals that faculty credential fraud poses a significant threat to the sustainability of HEIs. When faculty lack the qualifications they claim, it undermines the quality of education students receive. This can lead to a decline in student enrollment, reputational damage, and difficulty attracting qualified students and faculty, ultimately jeopardizing the institution's long-term viability. Internal audit plays a crucial role in identifying and preventing fraudulent credential use. Blockchain technology, on the other hand, offers a secure and transparent platform for verifying faculty credentials, combating document forgery, and ensuring the qualifications of teaching and research staff. Novelty: This study offers a unique perspective by integrating internal audit and blockchain technology as a comprehensive solution to address faculty credential fraud. By implementing these tools, HEIs can significantly enhance faculty credential verification processes, improve data security, and uphold the trust and credibility of their academic staff. Practical Implications: This research suggests practical measures for HEIs. These include adopting proactive measures like enhanced credential verification procedures, data analytics for identifying inconsistencies, employee education on ethical practices, and implementing blockchain-based credential verification systems. These measures collectively contribute to a more sustainable educational environment with qualified faculty delivering quality education.

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Blockchain is a new technology that provides services of immutability, trust, disintermediation, collaboration, transparency. Nowadays, the use of this new technology is mostly used for Bitcoin and other cryptocurrencies, but apart from this, blockchain technology improved the performance level of other areas of life i.e. Higher Education Institution (HEI) and stakeholders, certificate verification, and many other domains. Students and educational institutions' important data are mostly shared via different networks. The data integrity, privacy, and security are the major issues for these in blockchain technology which cannot be avoided. This paper is a documented plan for to conduct or a protocol based on which a systematic literature review would be conducted focusing on the issues, challenges, and major strengths of blockchain and its educational paradigms. The result of this review will be highly helpful for the new researchers to overcome the proposed issues and challenges, exploring educational paradigms in Blockchain, elaborate the major strengths helping the educational institutes in adapting process and increase the level of satisfaction. This study plans to explore some educational types with some issues and challenges such as scalability, immutability, and easy adaptation.

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The operations and curriculum of higher education institutions are undergoing significant changes and challenges in the ME region. These significant changes are being driven by a number of factors and are not allowing this sector to achieve sustainability goals. The Sustainable Development Goals (SDGs) have a strong link to the use of digital transformation, especially in higher education, and those goals could be achieved with the use of digital technologies (SDG 4). Therefore, students use digital tools to enhance their learning, which include a variety of tools chosen to incorporate formalized learning environments in higher education instruction. In this article, we identify those challenges based on a systematic literature review. The study identifies hurdles to digital transformation in higher education in the ME area, including internal and external issues. Furthermore, the paper demonstrates how to employ digital transformation approaches to achieve one of the 17 Sustainable Development Goals set forth by the UN and links the usage of digital transformation in ME area higher education institutions with these goals. The study provides a full understanding of impediments, allowing for effective tactics and solutions. This research article identifies the six main obstacles that face digital transformation in higher education institutions in the Middle East area, then categorizes them into five categories. Furthermore, this article identifies the role of digital transformation in achieving SDG 4, which is the quality of education in HEIs in the ME. Higher education institutions are complex, and in such an area as the Middle East, it is not easy to implement any transformation, especially digital transformation, due to numerous challenges in this area. Based on a systematic literature review, we identify such challenges in this study. The article finds both internal and external barriers to the digital transformation of higher education in the ME region. Additionally, the study ties the use of digital transformation in higher education institutions in the ME area with the 17 Sustainable Development Goals established by the UN and shows how to use digital transformation methodologies to accomplish one of these goals. Effective strategies and solutions are made possible by the study's thorough comprehension of the obstacles.

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The automotive market is in the top three markets with least trust from consumers (followed by banks, and telecommunications industry) (Lades 2017). In particular, in the used car market, consumers encounter such problems as: a car in a poorer condition than initially indicated, accident damage that was not previously disclosed, little or no documentation provided, and fraud. Nobel prize winner G.A. Akerlof described the market for used cars as an example of the problem of information asymmetries and resulting quality uncertainty (Akerlof 1970). In my dissertation, I look at how an application on top of blockchain technology, which is claimed to bring trust by design due to its inherent characteristics, may be designed as a novel solution to resolve problems in the ‘Market for Lemons’ and, thus, enhance trust between buyers and sellers. While there may be some genuine trust in blockchain technology itself, on an application level, trust in an IT artifact needs to be established. This need for trust establishment is at heart of this dissertation project. This cumulative dissertation is structured in three parts. In part I, I explore the characteristics of blockchain platforms and relevant aspects for their design (i.e., the data quality aspect and token design). In part II, I propose a design to address problems associated with a of lack of trust, caused by information asymmetries, between car buyers and car sellers with the help of an IT artifact: a blockchain-based cardossier. The cardossier application reflects a car’s history over its whole lifecycle (from production to utilization). The proposed design relates to the end-user-facing frontend application. In this part, I focus on the problems and needs of used car buyers, the requirements placed for the design of the application, the actual elements of the application design, and the effects of the application’s usage in the ‘Market for Lemons’. The results show that the problems buyers experience are a paradox of having a large variety of information sources available about brands, and the quality characteristics and performance of certain models; while information about a specific car is not transparent and often even hidden. Though providing more information about a used car leads to fewer information asymmetries in general, advanced information elements are beneficial in improving the situation further. As for trust, such a system enhances trust between buyers and sellers and, in general, makes the overall purchase process more trustworthy. However, to achieve these positive effects, the quality of the stored information should be guaranteed and properly communicated to the end-user. Additionally, exploring the use of the cardossier, embedded into an online used car sales platform, several groups of factors (technology-related, data-related, design-related, user-related) that play an important role in trust formation were revealed. Furthermore, through adopting the perspective of technology affordances, we identified blockchain platform affordances related to the trust in a blockchain platform. In part III, the transfer of a research project into practice, preparation for market entry, associated tensions the blockchain consortium had to face while implementing the platform are discussed along three themes: consortium management, business value, and governance. Altogether, the three parts of the dissertation provide better understanding of blockchain platforms, applications built on top of them and their usage in the ‘Market for Lemons’. Thus, this dissertation contributes to the body of knowledge on trust design in the context of blockchain technology and applications on top of it, and also to the broader literature on examining the ‘Market for Lemons’ and solutions to its problems. As blockchain applications are still being developed, and as we are just beginning to understand the potential of the blockchain technology, such research has scientific value in terms of design and organizational implications.

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Trusted Academic Transcripts on the Blockchain: A Systematic Literature Review
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  • Applied Sciences
  • Giulio Caldarelli + 1 more

Much of the excitement around blockchain is mainly due to promising applications in the financial sector. However, many also believe in the technology’s potential to disrupt non-financial sectors and applications, including supply chains, energy, e-voting, healthcare, and education. The application of blockchain within the education sector is expected to make improvements to academic transcripts, credentials, digital libraries, and student records. Research in this domain is rapidly increasing, and current reviews summarize the proposed improvements. On the other hand, the analysis undertaken has remained at a general level that lacks the depth required to cover diverging proposals that have emerged. This review focuses on the application of blockchain for academic transcripts. The aim is to find, among the proposed models, converging aspects that resolve common challenges and may lead to a universally accepted de-facto standard. Furthermore, since academic institutions will serve as oracles to the particular blockchain applications, a discussion on their trustworthiness will be outlined to explore if the proposed applications efficiently address the oracle problem. The outcome of this review highlights the need for a standardized approach built on a public blockchain to promote faster adoption and acceptance. Furthermore, oracles should be incentivized in order for the system to be sustainable, while their identities and activities should be known and identifiable.

  • Research Article
  • Cite Count Icon 5
  • 10.7433/s110.2019.06
Recycling behaviour in higher education institutions: a systematic literature review
  • Mar 15, 2020
  • Sinergie Italian Journal of Management
  • Rezarta Sallaku + 2 more

Purpose of the paper: This paper aims to provide a systematic literature review on recycling behaviours in higher education institutions to gather and synthesise the extant knowledge on this topic into a comprehensive framework, in line with the premise that colleges and universities have the moral responsibility to educate people for a better and more sustainable future. More specifically, this study provides a basic understanding of the research topic and identifies the factors affecting recycling intentions/behaviours in higher education institutions. Methodology: A systematic literature review of existing research is conducted. A total of 64 journal articles published between 1995 and 2019 are analysed in five steps: obtaining a basic understanding, coding, categorisation, comparison and further analysis. Findings: This study identifies environmental concern, attitudes towards recycling, social norms, university environmental policy and availability of recycling facilities at higher education institutions as the factors affecting recycling intentions/behaviours in higher education institutions. Theoretical and practical implications: Scholars could use this paper as a reference to systematise knowledge on recycling behaviour in the higher education context and further advance knowledge on this topic by identifying specific research areas that could be theoretically and empirically investigated. University managers could use the findings of this study as a basis for designing behavioural intervention programs in their institutions. Originality of the paper: Previous research focuses on recycling in the home or workplace environments. No systematic literature review on recycling behaviours in the higher education setting has previously been undertaken, despite the key role universities play in increasing awareness of environmental issues.

  • Book Chapter
  • Cite Count Icon 2
  • 10.1007/978-981-16-9576-6_8
Future Applications of Blockchain in Education Sector: A Semantic Review
  • Jan 1, 2022
  • Paresh Sajan Gharat + 3 more

Blockchain is a chain of blocks that are linked to each other via the Hash of the previous block. Digitalized Education sector has a lot of benefits for the student like providing one to one learning experience, flexibility in learning, etc. The Future Scope of the Education sector is vast, and new technology will be invented in the future for student’s benefit. But at the same time, Education Sector has been affected a lot due to digitalization. Security of data, the privacy of students, and working digitally are few challenges faced by the education sector. Education Sector has a pool of sensitive information for which hackers are looking. As sensitive information is stored in the traditional system they are considered to be less secure than Blockchain Technology. Forgery of a certificate, Grading assignments digitally becomes difficult, Copyright content is used for teaching students digitally, etc. are few common problems faced by the Education sector in the digital environment. Traditional systems are not capable of handling these problems as they are vulnerable to various security attacks. So, This research paper focuses on these issues and has contributed a theoretical Blockchain model to solve this problem. In this model, Verification of Accreditation and Certificate helps in solving forgery problems using smart contracts and digital signatures, which makes the work easy for recruiters to verify the certificate received from an accredited institution. Auto grading assignments make use of external AI-ML natural language processing model and smart contract to grade assignments automatically. The copyright checking model makes use of public blockchain for checking the copyrighted material and helps to monetize the copyrighted content used and then permits the rights to publish it in a private blockchain. These blockchain-based models will help in solving these issues.KeywordsBlockchainEducation sectorGradingsAIML

  • Book Chapter
  • Cite Count Icon 1
  • 10.1057/978-1-137-60228-2_16
Digital Change: How MOOCs Transform the Educational Landscape
  • Dec 28, 2016
  • Anna Kruse + 1 more

MOOCs are one of the most prominent topics to emerge in higher education in the past few years. Institutions that have launched successful MOOC initiatives have much to learn from each other, just as universities interested in evaluating the viability of a MOOC initiative at their institution may find lessons from others valuable for their decision-making process. This chapter explores the history and implications of MOOCs from the perspective of an institution that maintains active partnerships with multiple MOOC providers, producing numerous MOOCs every year. We outline a number of challenges, opportunities, and issues facing the adoption of MOOCs at an institution of higher education and provide recommendations for consideration. The chapter specifically addresses how MOOCs have transformed and can continue to transform the landscape of higher education, and how institutions of higher education can respond with agility to a rapidly changing landscape of tools and approaches. Based on the institutional experiences of the Technische Universitat Munchen (TUM) in developing and supporting a MOOC initiative, supported where relevant by current scholarship, we provide commentary and analysis on current public perception of MOOCs as well as a hypothesis, based on the Gartner Hype Cycle, about the future trajectory of MOOCs.

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