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Advanced Applications of NLP and Deep Learning in Social Media Data
Social media platforms are one of the main generators of textual data where people around the world share their daily life experiences and information with online society. The social, personal, and professional lives of people on these social networking sites generate not only a huge amount of data but also open doors for researchers and academicians with numerous research opportunities. This ample amount of data needs advanced machine learning, deep learning, and intelligent tools and techniques to receive, process, and interpret the information to resolve real-life challenges and improve the online social lives of people. Advanced Applications of NLP and Deep Learning in Social Media Data ...
Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques
In the age of social media dominance, a staggering amount of textual data floods our online spaces daily. While this wealth of information presents boundless opportunities for research and understanding human behavior, it also poses substantial challenges. The sheer volume of data overwhelms traditional processing methods, and harnessing its potential requires sophisticated tools. Furthermore, the need for ensuring data security and mitigating risks in the digital realm has never been more pressing. Academic scholars, researchers, and professionals grapple with these issues daily, seeking innovative solutions to unlock the true value of multimedia data while safeguarding privacy and integrit...
5th International Symposium on Data Mining Applications
The 5th Symposium on Data Mining Applications (SDMA 2018) provides valuable opportunities for technical collaboration among data mining and machine learning researchers in Saudi Arabia, Gulf Cooperation Council (GCC) countries and the Middle East region. This book gathers the proceedings of the SDMA 2018. All papers were peer-reviewed based on a strict policy concerning the originality, significance to the area, scientific vigor and quality of the contribution, and address the following research areas.• Applications: Applications of data mining in domains including databases, social networks, web, bioinformatics, finance, healthcare, and security.• Algorithms: Data mining and machine learning foundations, algorithms, models, and theory.• Text Mining: Semantic analysis and mining text in Arabic, semi-structured, streaming, multimedia data.• Framework: Data mining frameworks, platforms and systems implementation.• Visualizations: Data visualization and modeling.
Cybersecurity Management in Education Technologies
This book explores the intersection of cybersecurity and education technologies, providing practical solutions, detection techniques, and mitigation strategies to ensure a secure and protected learning environment in the face of evolving cyber threats. With a wide range of contributors covering topics from immersive learning to phishing detection, this book is a valuable resource for professionals, researchers, educators, students, and policymakers interested in the future of cybersecurity in education. Features: • Offers both theoretical foundations and practical guidance for fostering a secure and protected environment for educational advancements in the digital age. • Addresses the ne...
Secure Data Management for Online Learning Applications
With the increasing use of e-learning, technology has not only revolutionized the way businesses operate but has also impacted learning processes in the education sector. E-learning is slowly replacing traditional methods of teaching and security in e-learning is an important issue in this educational context. With this book, you will be familiarized with the theoretical frameworks, technical methodologies, information security, and empirical research findings in the field to protect your computers and information from threats. Secure Data Management for Online Learning Applications will keep you interested and involved throughout.
Global Perspectives on Social Media Usage Within Governments
Social media applications have emerged in the last 20 years to meet the different needs of individuals, and private sector and public organizations have not been indifferent to these technologies. Social media tools help public institutions and organizations communicate directly with citizens as well as enable two-way communication and enable citizens to participate in all stages from agenda setting to evaluation of policy processes. Central and local governments, which use innovative methods to involve citizens in this process, attach significance to the development of e-participation tools. Ensuring the participation of citizens in policy processes not only determines the wishes and priori...
Creator's Economy in Metaverse Platforms: Empowering Stakeholders Through Omnichannel Approach
In the era of the metaverse, a big challenge permeates the digital landscapea challenge that resonates both with creators seeking to thrive in this dynamic space and policymakers attempting to navigate its uncharted territories. Creators, driven by innovation, grapple with a myriad of uncertainties in monetizing their virtual content effectively. Simultaneously, policymakers find themselves at a crossroads, caught between the rapid evolution of the virtual realm and the lack of clear regulatory guidelines. This struggle is exacerbated by the issue of cybersecurity threats that cast a shadow over the metaverse's transformative potential. It is within this context of challenges that Creator'...
Critical Roles of Digital Citizenship and Digital Ethics
The digital age has brought about significant changes to our society, creating a complex and ever-evolving digital landscape. To navigate this landscape effectively, it is crucial to foster a deep understanding of ethics and citizenship in all domains of life. This imperative holds true at every level of education, and it is equally important to explore the historical origins of these concepts. Critical Roles of Digital Citizenship and Digital Ethics delves into the multifaceted realm of digital ethics and citizenship, shedding light on the latest research studies conducted in the educational field, as well as insights from the humanities, history, social sciences, sociology, and civics. Thi...
Social Capital in the Age of Online Networking: Genesis, Manifestations, and Implications
Social networking sites have transformed traditional networking into a new form, prompting researchers to consider whether social capital accrues through online networking. This edited book, titled Social Capital in the Age of Online Networking: Genesis, Manifestations, and Implications, provides current and prospective theoretical and applied understandings of this newer source of investments. Edited by Dr. Najmul Hoda, an Assistant Professor in the Department of Business Administration at the College of Business, Umm Al-Qura University, this book is an ideal resource for scholars and practitioners interested in exploring the benefits of online social capital. The book is targeted towards a...
Applications of Synthetic High Dimensional Data
The need for tailored data for machine learning models is often unsatisfied, as it is considered too much of a risk in the real-world context. Synthetic data, an algorithmically birthed counterpart to operational data, is the linchpin for overcoming constraints associated with sensitive or regulated information. In high-dimensional data, where the dimensions of features and variables often surpass the number of available observations, the emergence of synthetic data heralds a transformation. Applications of Synthetic High Dimensional Data delves into the algorithms and applications underpinning the creation of synthetic data, which surpass the capabilities of authentic datasets in many cases...
