Embracing the future of Artificial Intelligence in the classroom: the relevance of AI literacy, prompt engineering, and critical thinking in modern education

International Journal of Educational Technology in Higher Education, Год журнала: 2024, Номер 21(1)

Опубликована: Фев. 26, 2024

Abstract The present discussion examines the transformative impact of Artificial Intelligence (AI) in educational settings, focusing on necessity for AI literacy, prompt engineering proficiency, and enhanced critical thinking skills. introduction into education marks a significant departure from conventional teaching methods, offering personalized learning support diverse requirements, including students with special needs. However, this integration presents challenges, need comprehensive educator training curriculum adaptation to align societal structures. literacy is identified as crucial, encompassing an understanding technologies their broader impacts. Prompt highlighted key skill eliciting specific responses systems, thereby enriching experiences promoting thinking. There detailed analysis strategies embedding these skills within curricula pedagogical practices. This discussed through case-study based Swiss university narrative literature review, followed by practical suggestions how implement classroom.

Язык: Английский

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Education 4.0 and 5.0: Integrating Artificial Intelligence (AI) for Personalized and Adaptive Learning

SSRN Electronic Journal, Год журнала: 2023, Номер unknown

Опубликована: Янв. 1, 2023

This research paper explores how the integration of Artificial Intelligence (AI) in education sector is bringing about transformative changes, particularly within frameworks Education 4.0 and 5.0. In response to evolving technological landscape, undergoing a shift address challenges 21st century, moving away from traditional models embrace more personalized adaptive approaches. represents significant where technology, notably AI, harnessed enhance learning experience. The investigates utilization AI technologies, such as machine algorithms natural language processing, create environments. These environments are designed meet specific needs preferences individual learners, fostering engaging effective educational move 3.0 signifies departure standardized, one-size-fits-all approaches education, embracing dynamic responsive system. Expanding on principles 4.0, 5.0 takes step further by emphasizing learning. delves into concept learning, exploring systems can dynamically adjust instructional strategies based real-time feedback learner progress. seeks optimize journey tailoring content, pace, assessments each student's abilities style, aiming improve overall outcomes. Additionally, examines ethical considerations associated with widespread adoption education. It critically evaluates issues related data privacy, bias algorithms, potential impact teacher-student relationships. findings emphasize need strike balance between innovation considerations, ensuring responsible

Язык: Английский

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Hyper-personalization for enhancing customer loyalty and satisfaction in Customer Relationship Management (CRM) systems

SSRN Electronic Journal, Год журнала: 2023, Номер unknown

Опубликована: Янв. 1, 2023

In the dynamic realm of customer-centric business models, organizations are increasingly adopting advanced technologies and strategies to augment capabilities Customer Relationship Management (CRM) systems. This study delves into transformative concept hyper-personalization its profound impact on enhancing customer loyalty satisfaction within CRM frameworks. Key enablers artificial intelligence (AI) machine learning (ML), which play a pivotal role in this evolution. These empower systems analyse extensive datasets, extracting valuable insights individual behaviours, preferences, needs. The incorporation predictive analytics recommendation engines allows real-time customization interactions, ensuring customers receive personalized content, product recommendations, communication channels tailored their unique profiles. paper explores tools integral strategies, underscoring importance data-driven decision-making. data platforms (CDPs) highlighted as essential that unify disparate sources create comprehensive profile. Additionally, segmentation assist categorizing based diverse criteria, facilitating targeted interactions. integration these enhances ability deliver contextually relevant experiences, fostering stronger emotional connections between brands. for involve multi-faceted approach, encompassing proactive communication, marketing campaigns, adaptive journeys. evaluates effectiveness personalization, where dynamically adjust content offers seamless experience. Furthermore, examines omnichannel hyper-personalization, exploring how various touchpoints contributes cohesive journey. By embracing can cultivate enduring relationships, ultimately driving enhanced today's competitive landscape.

Язык: Английский

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Sustainable tourism development using leading-edge Artificial Intelligence (AI), Blockchain, Internet of Things (IoT), Augmented Reality (AR) and Virtual Reality (VR) technologies

SSRN Electronic Journal, Год журнала: 2023, Номер unknown

Опубликована: Янв. 1, 2023

This research paper delves into the potential for transformation by incorporating cutting-edge technologies such as Artificial Intelligence (AI), Blockchain, Internet of Things (IoT), Augmented Reality (AR), and Virtual (VR) to foster sustainable development tourism. The contemporary tourism industry confronts unprecedented challenges, including environmental degradation, cultural disruption, socio-economic imbalances. investigation explores innovative application advanced a comprehensive solution tackle these challenges propel sector toward more future. emerges pivotal facilitator in enhancing operations decision-making processes. Leveraging predictive analytics, machine learning, natural language processing, AI contributes optimized resource allocation, personalized visitor experiences, formulation data-driven sustainability strategies. Blockchain technology, recognized its decentralized transparent nature, is utilized establish secure traceable supply chains, ensuring equitable economic distribution minimizing impact travel. (IoT) assumes central role creating intelligent interconnected ecosystems. IoT devices enable real-time monitoring conditions, empowering destination management organizations implement adaptive measures conservation. Furthermore, enhance safety satisfaction through context-aware services. (AR) offer immersive experiences that redefine how tourists interact with destinations. AR enriches historical context attractions, fostering deeper understanding appreciation local heritage. Meanwhile, VR enables virtual reducing need physical travel consequently mitigating carbon footprints. findings underscore technology-driven approach practices, long-term environmental, social, sustainability.

Язык: Английский

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Blockchain and Artificial Intelligence (AI) integration for revolutionizing security and transparency in finance

SSRN Electronic Journal, Год журнала: 2023, Номер unknown

Опубликована: Янв. 1, 2023

The convergence of Blockchain technology and Artificial Intelligence (AI) is exerting a transformative influence, ushering in new epoch security transparency within the financial sector. This amalgamation effectively addresses pivotal challenges faced by conventional systems, presenting inventive solutions to heighten efficiency, diminish fraud, amplify transparency. Blockchain, functioning as decentralized tamper-resistant ledger, introduces paradigm shift transactions. Its capacity establish an unalterable record transactions ensures that once data recorded, it remains impervious modification, thereby furnishing unparalleled level security. inherent attribute positions optimal choice for reinforcing systems against cyber threats fraudulent activities. On other hand, AI contributes predictive analytics, machine learning, automation forefront operations. integration finance enables real-time analysis, risk assessment, decision-making, optimizing processes elevating overall efficiency. When amalgamated with augments precision dependability data, cultivating more secure transparent ecosystem. A aspect this streamlining Know Your Customer (KYC) Anti-Money Laundering (AML) processes. nature facilitates storage customer mitigating identity theft, while algorithms adeptly analyze extensive datasets pinpoint flag suspicious not only but also adherence regulatory requirements. Smart contracts, distinctive feature automate enforce contractual agreements, diminishing reliance on intermediaries minimizing probability human error. can be seamlessly integrated into these contracts enhance their adaptability responsiveness evolving market conditions, further refining ushered all stakeholders have access singular version truth, fostering trust Furthermore, incorporation fraud detection management heightens proactive identification potential threats, safeguarding institutions clientele. As increasingly embrace integration, industry stands brink revolution safeguards existing paves way innovative efficient ecosystems.

Язык: Английский

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Artificial Intelligence (AI) and Internet of Things (IoT) - based sensors for monitoring and controlling in architecture, engineering, and construction: applications, challenges, and opportunities

SSRN Electronic Journal, Год журнала: 2023, Номер unknown

Опубликована: Янв. 1, 2023

The fusion of Artificial Intelligence (AI) and the Internet Things (IoT) has brought about a paradigm shift in realm architecture, engineering, construction (AEC), introducing intelligent sensing technologies that significantly enhance monitoring control. This study delves into varied applications, hurdles, prospects emerging from collaborative deployment AI IoT-based sensors within AEC domain. AI-equipped smart enable real-time structural health, energy consumption, environmental conditions both buildings infrastructure. These empower predictive maintenance, ensuring durability structures while minimizing downtime. Additionally, AI-driven analytics optimize resource allocation, improve safety protocols, streamline processes, thereby enhancing overall project efficiency. Through ongoing analysis data collected by integrated HVAC systems, elevators, lighting, maintenance teams can pre-emptively tackle potential malfunctions. Furthermore, synergy between IoT enables development with adaptive features. Sensors examine occupancy patterns, lighting preferences, temperature fluctuations play pivotal role crafting energy-efficient occupant-centric building designs. security privacy concerns associated sensor-generated give rise to critical issues necessitate robust cybersecurity measures. Interoperability challenges among diverse sensor networks platforms also present obstacles seamless integration. adoption these demands substantial investments infrastructure workforce training, requiring strategic approach for widespread acceptance. paper explores how capabilities contribute risk mitigation cost reduction across entire lifecycle. Moreover, ability collect analyze vast amounts empowers stakeholders make well-informed decisions, fostering innovation sustainability industry. By addressing underscoring benefits, it provides invaluable insights industry professionals, researchers, policymakers eager harness transformative construction.

Язык: Английский

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Enhanced product design and development using Artificial Intelligence (AI), Virtual Reality (VR), Augmented Reality (AR), 4D/5D/6D Printing, Internet of Things (IoT), and blockchain: A review

SSRN Electronic Journal, Год журнала: 2023, Номер unknown

Опубликована: Янв. 1, 2023

This research paper offers a thorough examination of the incorporation state-of-the-art technologies, such as Artificial Intelligence (AI), Virtual Reality (VR), Augmented (AR), 3D Printing, Internet Things (IoT), and Blockchain, with aim revolutionizing elevating product design development process. As industries undergo transformation seek inventive solutions, convergence these technologies emerges revolutionary strategy to streamline workflows, encourage collaboration, achieve unprecedented efficiencies. The utilization AI in is investigated pivotal catalyst, enabling automated analysis extensive datasets extract valuable insights. algorithms play crucial role intelligent decision-making, predicting trends, optimizing parameters, facilitating swift prototyping. are employed construct immersive environments, designers interact virtual prototypes real-time gain perspectives prior physical production. explores impact 4D/5D/6D Printing converting conceptual designs into tangible prototypes, expediting iterative process, reducing time-to-market. Furthermore, (IoT) scrutinized for its potential enhance functionality by incorporating smart sensors connectivity, allowing monitoring, data-driven improvements throughout lifecycle. Additionally, integration Blockchain technology examined ability establish transparent secure collaboration frameworks. ensures traceability iterations, safeguards intellectual property, cultivates trust among stakeholders decentralized ecosystem. cohesive presented comprehensive approach redefine traditional paradigms. concludes outlining future prospects this integrated approach, emphasizing necessity ongoing unlock full fostering innovation reshaping landscape development.

Язык: Английский

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Education 4.0 and 5.0: integrating Artificial Intelligence (AI) for personalized and adaptive learning

Опубликована: Июнь 24, 2024

This research paper explores how the integration of Arti cial Intelligence (AI) in education sector is bringing about transformative changes, particularly within frameworks Education 4.0 and 5.0.In response to evolving technological landscape, undergoing a shift address challenges 21st century, moving away from traditional models embrace more personalized adaptive approaches.Education represents signi cant where technology, notably AI, harnessed enhance learning experience.The investigates utilization AI technologies, such as machine algorithms natural language processing, create environments.These environments are designed meet speci c needs preferences individual learners, fostering engaging e ective educational move 3.0 es departure standardized, one-size-ts-all approaches education, embracing dynamic responsive system.Expanding on principles 4.0, 5.0 takes step further by emphasizing learning.The delves into concept learning, exploring systems can dynamically adjust instructional strategies based real-time feedback learner progress.Education seeks optimize journey tailoring content, pace, assessments each student's abilities style, aiming improve overall outcomes.Additionally, examines ethical considerations associated with widespread adoption education.It critically evaluates issues related data privacy, bias algorithms, potential impact teacher-student relationships.The ndings emphasize need strike balance between innovation considerations, ensuring responsible environments.

Язык: Английский

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YOLO and Faster R-CNN object detection for smart Industry 4.0 and Industry 5.0: applications, challenges, and opportunities

SSRN Electronic Journal, Год журнала: 2023, Номер unknown

Опубликована: Янв. 1, 2023

The rise of Industry 4.0 and the emerging paradigm 5.0 have driven unprecedented technological progress in various fields. Central to this transformation are real-time object detection technologies, notably You Only Look Once (YOLO) Faster Region Convolutional Neural Network (Faster R-CNN) algorithms. This study thoroughly examines applications, challenges, prospects YOLO R-CNN diverse industrial domains. In realm automation, these algorithms redefined efficiency safety standards by enabling rapid precise recognition, thus enhancing overall production workflows. Furthermore, construction industry has experienced significant advancements project management site safety, thanks accurate identification materials equipment. healthcare, revolutionized patient care facilitating medical instruments anomalies, thereby improving diagnostics treatment processes. integration into autonomous vehicles substantially enhanced their capabilities, ensuring superior road navigation. Additionally, precision agriculture, streamlined crop management, leading increased agricultural productivity sustainability. Moreover, retail e-commerce sectors undergone a shift with personalized customer experiences efficient inventory all powered technologies. Despite remarkable advancements, paper explores challenges such as data privacy concerns, computational complexity, ethical considerations. Addressing opens unique avenues for further research innovation. Lastly, environmental monitoring also benefited from algorithms, tracking analysis changes informed decision-making towards sustainable future. illuminates transformative potential detection, paving way ongoing upcoming 5.0. These technologies shaping smarter, more connected, future across sectors.

Язык: Английский

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Integrating ChatGPT, Bard, and leading-edge generative artificial intelligence in architectural design and engineering: applications, framework, and challenges

SSRN Electronic Journal, Год журнала: 2023, Номер unknown

Опубликована: Янв. 1, 2023

This research paper delves into the integration of advanced generative artificial intelligence (AI) models, such as ChatGPT, Bard, and similar architectures, within realms architectural design engineering. The comprehensive study explores various aspects, including applications, frameworks, challenges, prospective developments in context In domain design, investigates transformative impact on Architectural Theory, highlighting how AI fosters creativity innovation thinking. Design Process is scrutinized, showcasing models streamline ideation, iteration, collaboration among teams. role Representation Visualization explored, emphasizing its capacity to generate immersive realistic visualizations. Furthermore, examines influence Interior Design, Urban Planning, considers nuanced aspects Cultural Social factors, elucidating these technologies contribute inclusive context-sensitive practices. Within realm engineering, assesses Structural Engineering, demonstrating potential optimize innovate structural analysis designs for enhanced safety efficiency. It applications Building Systems Construction Management, illustrating can project workflows resource allocation. compliance with Codes Regulations analyzed, error reduction adherence standards. Additionally, probes Materials Technology, advancements material selection construction methodologies. also promoting Sustainability Environmental energy efficiency, reduce environmental impact, enhance overall sustainability. While presenting critically evaluates challenges posed by integrating domains, ethical considerations, bias mitigation, user adaptability. Finally, it outlines future directions development, necessity interdisciplinary collaboration, guidelines, ongoing fully harness shaping

Язык: Английский

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