Teaching and Learning Strategies Using AI DOI

Advances in higher education and professional development book series, Год журнала: 2024, Номер unknown, С. 201 - 222

Опубликована: Сен. 20, 2024

The chapter discusses the benefits of utilising AI in education fields. It describes various types technologies used education, such as teacher assistance tools, adaptive student programs, and natural language processing, reveals use virtual reality. This provides a detailed layout advantages disadvantages ethical implications integration, which helps to understand how learning teaching. facilitates through personalised routes, interactive mechanisms, inclusive domains, are considered its main education. Furthermore, also evaluates data security, algorithmic bias, emphasis on responsible technology use, thus calling for development rules application technology. presents example cases, best practices, future trends give an idea about AI, is useful students enjoy worldwide.

Язык: Английский

Generative AI in Curriculum Development in Higher Education DOI
Muhammad Usman Tariq

Advances in educational technologies and instructional design book series, Год журнала: 2024, Номер unknown, С. 231 - 262

Опубликована: Авг. 27, 2024

This chapter explores the transformative role of Generative Artificial Intelligence (Generative AI) in reshaping development higher education curricula. AI, as exemplified by advanced models like GPT-3, employs sophisticated algorithms to generate scientifically relevant content, surpassing traditional norms teaching and learning. The overview delves into fundamental principles emphasizing significance generative such Adversarial Networks (GANs) technical intricacies involved their training. Essentially, discourse on AI curriculum underscores its disruptive potential education. By providing personalized adaptable pathways for growth, addresses diverse needs students, fostering engagement comprehension. It also overcoming limitations education, facilitating creation virtual laboratories simulations that enhance hands-on

Язык: Английский

Процитировано

28

Smart Transportation Systems DOI
Muhammad Usman Tariq

Advances in civil and industrial engineering book series, Год журнала: 2024, Номер unknown, С. 254 - 283

Опубликована: Июнь 30, 2024

This chapter delves into the transformative potential of smart transportation systems (STS) within context sustainable urban mobility. As cities worldwide grapple with dual challenges rapid urbanization and environmental sustainability, STS emerge as a pivotal solution, harnessing power advanced technologies to optimize efficiency, reduce impact, enhance liability. aims dissect components, functionalities, benefits STS, illustrating how they serve backbone contemporary practices. The reviews development technological foundations emphasizing its key components applications. It provides examples applications in traffic management, public transport, logistics, planning illustrate their real impact. Overall, highlights role shaping future promoting mobility, improving quality life around world.

Язык: Английский

Процитировано

26

Enhancing Students and Learning Achievement as 21st-Century Skills Through Transdisciplinary Approaches DOI
Muhammad Usman Tariq

Advances in higher education and professional development book series, Год журнала: 2024, Номер unknown, С. 220 - 257

Опубликована: Июль 12, 2024

This chapter delves into the integration of transdisciplinary approaches in higher education to enhance students' learning achievements and develop 21st-century skills. Transdisciplinary pedagogy, grounded theoretical frameworks such as systems thinking, complexity theory, social constructivism, encourages educators go beyond disciplinary boundaries cultivate environments that foster critical creativity, communication, collaboration. The discusses practical strategies like project-based inquiry-based approaches, highlighting their effectiveness developing essential skills while engaging students real-world experiences. Through illustrative case studies, showcases how methods can be applied across diverse contexts, from collaborative research projects interdisciplinary coursework. By embracing empower confidently navigate complexities 21st century.

Язык: Английский

Процитировано

26

Navigating the Personalization Pathway DOI
Muhammad Usman Tariq

Advances in educational technologies and instructional design book series, Год журнала: 2024, Номер unknown, С. 265 - 291

Опубликована: Июнь 28, 2024

This chapter delves into the revolutionary potential of adaptive learning technologies (ALTs) within realm higher education, with a particular focus on their ability to tailor growth opportunities diverse student needs. Against backdrop evolving education landscapes characterised by technological advancements and shifting demographics, ALTs emerge as crucial enablers flexible, student-centered environments. The discussion explores fundamental principles learning, encompassing key concepts, theories, theoretical foundations that underpin these technologies, such constructivism cognitive load theory. Readers will gain insights current landscape, including survey existing platforms significant roles played artificial intelligence machine learning. section also addresses challenges associated ALT adoption, ranging from technical academic barriers ethical considerations data privacy equity issues.

Язык: Английский

Процитировано

23

The Role of AI Ethics in Cost and Complexity Reduction DOI
Muhammad Usman Tariq

Advances in business information systems and analytics book series, Год журнала: 2024, Номер unknown, С. 59 - 78

Опубликована: Май 17, 2024

This chapter underscores the intrinsic connection between AI ethics and contemporary business dynamics, elucidating how ethical considerations can serve as facilitators for cost control operational simplification. It offers a comprehensive exploration of corporations harness principles to augment efficiency, transparency, sustainability. delves into impediments, strategic methodologies, tangible benefits associated with deployment AI. Commencing succinct overview ethics, delineates key concepts, notably responsibility, justice, thereby establishing foundational understanding their pivotal significance across diverse scenarios. The intricate correlation implementation management is accentuated, focal point on practices contribute savings streamlining.

Язык: Английский

Процитировано

22

AI and IoT in Flood Forecasting and Mitigation DOI
Muhammad Usman Tariq

Advances in computational intelligence and robotics book series, Год журнала: 2024, Номер unknown, С. 26 - 60

Опубликована: Май 6, 2024

This chapter outlines the complete way to deal with flood estimating and alleviation through mix of man-made brainpower (artificial intelligence) web things (IoT). Floods are among most pulverizing catastrophic events universally, requiring progressed techniques for expectation reaction. Computer-based intelligence IoT innovations offer promising arrangements by empowering precise estimating, constant observation, compelling relief measures. part investigates groundwork computer-based in calamity board, featuring their assembly upgraded information examination navigation. It digs into artificial models, such as profound learning AI expectation, alongside organization sensors gadgets continuous observing flood-inclined regions.

Язык: Английский

Процитировано

21

Leading Smart Technologies and Innovations for E-Business 5.0 DOI
Muhammad Usman Tariq

Advances in e-business research series, Год журнала: 2024, Номер unknown, С. 25 - 46

Опубликована: Июль 17, 2024

The evolution of e-business has traversed various stages, each marked by distinct technological advancements. current epoch, commonly referred to as E-Business 5.0, signifies a paradigm shift characterized intelligent systems and interconnected ecosystems. Scholars in the field emphasize pivotal role smart technologies innovations shaping this new era. A substantial body research underscores transformative impact automation robotics 5.0. integration artificial intelligence (AI) machine learning (ML) been demonstrated significantly enhance operational efficiency. Robotic process (RPA), crucial component automation, not only streamlines routine tasks but also contributes coordinated responsive business processes. literature reveals that blockchain technology is foundational Its decentralized secure nature provides tamper-resistant platform for transactions, mitigating risks associated with data breaches fraudulent activities

Язык: Английский

Процитировано

18

Integration of IoMT for Enhanced Healthcare DOI
Muhammad Usman Tariq

Advances in medical technologies and clinical practice book series, Год журнала: 2024, Номер unknown, С. 70 - 95

Опубликована: Июнь 7, 2024

The internet of medical things (IoMT) has revolutionised modern healthcare. This is explored in detail the chapter. chapter examines how IoMT technologies are being applied three critical areas—sleep monitoring, body movement detection, and rehabilitation evaluation—and they may completely transform patient outcomes treatment. gives an overview healthcare introduction, highlighting value sleep improving well-being. also covers future trends, problems potential roadblocks to adoption, solutions privacy security issues. ends with a summary most important lessons learned, revolutionary contemporary urging more research into its possible uses.

Язык: Английский

Процитировано

15

Navigating Bias and Fairness in Digital AI Systems DOI
Muhammad Usman Tariq

Advances in human and social aspects of technology book series, Год журнала: 2024, Номер unknown, С. 127 - 156

Опубликована: Окт. 17, 2024

In an era where AI advancements permeate various facets of daily life, ranging from healthcare decision-making to personalized content delivery, the potential for biases exacerbate societal inequalities has become a pressing concern. The chapter commences by defining and scrutinizing forms bias in artificial intelligence, elucidating their tangible effects through compelling case studies. Subsequently, it explores theoretical foundations fairness AI, considering conceptual frameworks such as distributive justice procedural while addressing challenges operationalizing these principles. section delves into methods tools identifying measuring datasets algorithms, introducing metrics benchmarks assess outcomes. Strategies best practices mitigating are examined, encompassing approaches data preprocessing, algorithmic adjustments, post-hoc corrections.

Язык: Английский

Процитировано

15

Multi-Agent Models in Healthcare System Design DOI
Muhammad Usman Tariq

Advances in medical education, research, and ethics (AMERE) book series, Год журнала: 2024, Номер unknown, С. 143 - 170

Опубликована: Июнь 30, 2024

The chapter delves into the pivotal role of multiagent models (MAS) in designing healthcare systems, addressing escalating complexity and interconnected nature inherent contemporary healthcare. Against historical progress explores fundamental principles architectural frameworks specifically tailored for MAS applications. It presents as dynamic adaptable solutions, offering an innovative framework tackling intricate challenges environments face. analyzes various applications system design, encompassing its impact on hospital management, patient care coordination, resource allocation, telemedicine. Through case studies examples, it elucidates how enhances efficiency, reduces costs, facilitates real-time delivery decision-making. Furthermore, critically examines implementing MAS, technical complexities, organizational hurdles, ethical considerations such privacy data security.

Язык: Английский

Процитировано

14