Recent Advancements In Multimedia Data Processing And Security Issues Challenges And Techniques

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Recent Advancements in Multimedia Data Processing and Security

Author : Ahmed A. Abd El-Latif
Publisher :
ISBN 13 : 9781668472170
Total Pages : 0 pages
Book Rating : 4.4/5 (721 download)

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Book Synopsis Recent Advancements in Multimedia Data Processing and Security by : Ahmed A. Abd El-Latif

Download or read book Recent Advancements in Multimedia Data Processing and Security written by Ahmed A. Abd El-Latif and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The purpose of this book is to demonstrate the new development and application of Artificial intelligent algorithms for multimedia data processing, to solve the problem from multimedia analysis and multimedia processing to multimedia cybersecurity. This book bridges the gap between AI techniques, Multimedia Signal Processing and cybersecurity. This book connects various interdisciplinary domains related to Multimedia signal processing, cybersecurity for media data particularly the social data and will be highly beneficial for the students, researchers and academicians working in this area as this book will cover state-of-the art technologies around multimedia processing and cybersecurity techniques and their role in Media Data Analysis and performance. Furthermore, this book will be highly beneficial to IT experts working in security management and enhancement from cyber-security point of view as this book will present recent advancements and methods developed and deployed to ensure the high level cyber-security"--

Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques

Author : Abd El-Latif, Ahmed A.
Publisher : IGI Global
ISBN 13 : 166847218X
Total Pages : 307 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques by : Abd El-Latif, Ahmed A.

Download or read book Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques written by Abd El-Latif, Ahmed A. and published by IGI Global. This book was released on 2023-09-28 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 integrity. Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques is a groundbreaking book that serves as a beacon of light amidst the sea of data-related challenges. It offers a comprehensive solution by bridging the gap between academic research and practical applications. By delving into topics such as deep learning, emotion recognition, and high-dimensional text clustering, it equips scholars and professionals with the innovative tools and techniques they need to navigate the complex landscape of multimedia data.

Advancements in Security and Privacy Initiatives for Multimedia Images

Author : Kumar, Ashwani
Publisher : IGI Global
ISBN 13 : 1799827976
Total Pages : 278 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Advancements in Security and Privacy Initiatives for Multimedia Images by : Kumar, Ashwani

Download or read book Advancements in Security and Privacy Initiatives for Multimedia Images written by Kumar, Ashwani and published by IGI Global. This book was released on 2020-09-25 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of digital images in today’s modernized market is rapidly increasing throughout organizations due to the prevalence of social media and digital content. Companies who wish to distribute their content over the internet face numerous security risks such as copyright violation. Advanced methods for the protection and security of digital data are constantly emerging, and up-to-date research in this area is lacking. Advancements in Security and Privacy Initiatives for Multimedia Images is a collection of innovative research on the methods and applications of contemporary techniques for the security and copyright protection of images and their distribution. While highlighting topics including simulation-based security, digital watermarking protocols, and counterfeit prevention, this book is ideally designed for security analysts, researchers, developers, programmers, academicians, practitioners, students, executives, educators, and policymakers seeking current research on modern security improvements for multimedia images.

Advanced Applications in Osmotic Computing

Author : Revathy, G.
Publisher : IGI Global
ISBN 13 :
Total Pages : 393 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Advanced Applications in Osmotic Computing by : Revathy, G.

Download or read book Advanced Applications in Osmotic Computing written by Revathy, G. and published by IGI Global. This book was released on 2024-03-04 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: The interaction of various service models, including edge computing and cloud computing, are quickly changing to better support microservices. This intricate weave of technology and information sharing is necessary to build systems that run faster and more efficiently. The interplay between these computing methods and microservices is emerging as the field of Osmotic Computing. Experts can now embark on an intellectual journey into data-driven exploration and ingenuity with the guidance of the book, Advanced Applications in Osmotic Computing. As ethical considerations become rising concerns, the potential biases, privacy encumbrances, and equitable conundrums of osmotic computing are investigated. This book offers judicious strategies to navigate these quandaries conscientiously, adding a layer of responsibility to the discourse. Within these pages, the very fabric of understanding in IoT, Cloud, Edge, Fog, and Machine Learning is redefined, marking a pivotal shift in the paradigm of technological comprehension. This book is an epicenter for the latest evolutions in osmotic computing, unfurling unconventional methodologies that shape the trajectory of data-driven decision-making. Readers will plunge into the theoretical bedrock, simultaneously witnessing pragmatic applications that adeptly bridge the schism between the theoretical constructs and pragmatic realization. The intended audience is multifaceted, encompassing data scientists, machine learning engineers, researchers, academics, educators, students, industry practitioners, interdisciplinary experts, and technology and business leaders.

Applications of Synthetic High Dimensional Data

Author : Sobczak-Michalowska, Marzena
Publisher : IGI Global
ISBN 13 :
Total Pages : 315 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Applications of Synthetic High Dimensional Data by : Sobczak-Michalowska, Marzena

Download or read book Applications of Synthetic High Dimensional Data written by Sobczak-Michalowska, Marzena and published by IGI Global. This book was released on 2024-03-25 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. Beyond mere mimicry, synthetic data takes center stage in prioritizing the mathematical domain, becoming the crucible for training robust machine learning models. It serves not only as a simulation but also as a theoretical entity, permitting the consideration of unforeseen variables and facilitating fundamental problem-solving. This book navigates the multifaceted advantages of synthetic data, illuminating its role in protecting the privacy and confidentiality of authentic data. It also underscores the controlled generation of synthetic data as a mechanism to safeguard private information while maintaining a controlled resemblance to real-world datasets. This controlled generation ensures the preservation of privacy and facilitates learning across datasets, which is crucial when dealing with incomplete, scarce, or biased data. Ideal for researchers, professors, practitioners, faculty members, students, and online readers, this book transcends theoretical discourse.

Intelligent Multimedia Signal Processing for Smart Ecosystems

Author : Shabir A. Parah
Publisher : Springer Nature
ISBN 13 : 3031348737
Total Pages : 363 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Intelligent Multimedia Signal Processing for Smart Ecosystems by : Shabir A. Parah

Download or read book Intelligent Multimedia Signal Processing for Smart Ecosystems written by Shabir A. Parah and published by Springer Nature. This book was released on 2023-09-30 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: A smart ecosystem is envisioned to exchange and analyze data across systems, enabling a flexible, faster, and reliable smart ecosystem for high-quality results at reduced costs and little human intervention. This book introduces many innovative approaches and provides solutions to various problems of smart ecosystems designed by employing various techniques/models based on AI, ML, Deep Learning, and the Internet of Things (IoT). The main focus is on intelligent multimedia processing and automated decision-making for various services, real-time data analysis, data security, cost-effective solutions for multimedia applications, smart information processing systems, and smart city planning to name a few. In addition, this book presents some key insights and future directions in the various areas of technology. Throughout the book, many state-of-the-art solutions concerning various applications are proposed to solve the issues and ensure the quality of services (QoS). The authors discuss the limitations of the current techniques used to design a smart ecosystem and highlight some prospective areas of research in the future. The book comprehensively discusses multimedia processing of various forms of data comprising text, images, and audio for the implementation of various solutions. The book is aimed to open many areas of research and thus would present a comprehensive reference for the design of smart ecosystems in various applications.

International Journal of Multimedia Data Engineering and Management (Vol. 2, No. 2)

Author : Shu-Ching Chen
Publisher : IGI Publishing
ISBN 13 : 9781613508527
Total Pages : 82 pages
Book Rating : 4.5/5 (85 download)

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Book Synopsis International Journal of Multimedia Data Engineering and Management (Vol. 2, No. 2) by : Shu-Ching Chen

Download or read book International Journal of Multimedia Data Engineering and Management (Vol. 2, No. 2) written by Shu-Ching Chen and published by IGI Publishing. This book was released on 2011 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in computing, networking, storage, and information technology have enabled the collection and distribution of vast amounts of multimedia data in a variety of applications such as entertainment, education, environmental protection, e-commerce, public safety, digital government, homeland security, and manufacturing. The proliferation of multimedia data and its rich semantics have created the needs for advanced techniques for in-depth content processing, analysis, indexing, learning, mining, searching, management, and retrieval. The International Journal of Multimedia Data Engineering and Management (IJMDEM) addresses the corresponding issues and challenges and publishes original research on new theories, algorithms, technologies, system design, and implementation in multimedia data engineering and management.

Supervised and Unsupervised Data Engineering for Multimedia Data

Author : Suman Kumar Swarnkar
Publisher : John Wiley & Sons
ISBN 13 : 1119786428
Total Pages : 251 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Supervised and Unsupervised Data Engineering for Multimedia Data by : Suman Kumar Swarnkar

Download or read book Supervised and Unsupervised Data Engineering for Multimedia Data written by Suman Kumar Swarnkar and published by John Wiley & Sons. This book was released on 2024-04-02 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: SUPERVISED and UNSUPERVISED DATA ENGINEERING for MULTIMEDIA DATA Explore the cutting-edge realms of data engineering in multimedia with Supervised and Unsupervised Data Engineering for Multimedia Data, where expert contributors delve into innovative methodologies, offering invaluable insights to empower both novices and seasoned professionals in mastering the art of manipulating multimedia data with precision and efficiency. Supervised and Unsupervised Data Engineering for Multimedia Data presents a groundbreaking exploration into the intricacies of handling multimedia data through the lenses of both supervised and unsupervised data engineering. Authored by a team of accomplished experts in the field, this comprehensive volume serves as a go-to resource for data scientists, computer scientists, and researchers seeking a profound understanding of cutting-edge methodologies. The book seamlessly integrates theoretical foundations with practical applications, offering a cohesive framework for navigating the complexities of multimedia data. Readers will delve into a spectrum of topics, including artificial intelligence, machine learning, and data analysis, all tailored to the challenges and opportunities presented by multimedia datasets. From foundational principles to advanced techniques, each chapter provides valuable insights, making this book an essential guide for academia and industry professionals alike. Whether you’re a seasoned practitioner or a newcomer to the field, Supervised and Unsupervised Data Engineering for Multimedia Data illuminates the path toward mastery in manipulating and extracting meaningful insights from multimedia data in the modern age.

Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing

Author : Kamila, Narendra Kumar
Publisher : IGI Global
ISBN 13 : 1466686553
Total Pages : 477 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing by : Kamila, Narendra Kumar

Download or read book Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing written by Kamila, Narendra Kumar and published by IGI Global. This book was released on 2015-11-30 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: ###############################################################################################################################################################################################################################################################

Architecture and Technological Advancements of Education 4.0

Author : Pandey, Rajiv
Publisher : IGI Global
ISBN 13 : 1668492865
Total Pages : 496 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Architecture and Technological Advancements of Education 4.0 by : Pandey, Rajiv

Download or read book Architecture and Technological Advancements of Education 4.0 written by Pandey, Rajiv and published by IGI Global. This book was released on 2023-11-27 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Academics 4.0 has become increasingly crucial in recent times due to the impact of Industry 4.0 on various fields. The emergence of disruptive technologies and the cyber-physical world has underscored the need for experts in these areas, which requires proper training of students from an early stage. Education 4.0 is essential in preparing faculties and students adequately for this purpose. This approach shifts the focus from teaching to learning and employs blended learning, MOOC courses, and flipped classrooms to achieve better understanding and application of knowledge. The practical aspect of the subject is discussed in the classroom, while the theoretical aspect is taught outside the class. The book, Architecture and Technological Advancements of Education 4.0, aims to explain the rationale, advantages, and features of Academics 4.0, explore assessment tools and techniques, and describe the national policy for bringing change in education. It also covers blended learning, MOOC courses, virtual labs, and mobile learning, with a focus on their benefits. The book will be useful for universities and educational entities that aim to follow Academics 4.0 in the education system, serve as a reference manual for research articles, and be helpful to faculties and academicians who wish to implement and assess online techniques. Additionally, it will be an excellent learning platform for providers and users of relevant domains, with a broad range of topics covering its impact on the education system, students, and workforce.

Smart Sensor Networks Using AI for Industry 4.0

Author : Soumya Ranjan Nayak
Publisher : CRC Press
ISBN 13 : 1000458512
Total Pages : 262 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Smart Sensor Networks Using AI for Industry 4.0 by : Soumya Ranjan Nayak

Download or read book Smart Sensor Networks Using AI for Industry 4.0 written by Soumya Ranjan Nayak and published by CRC Press. This book was released on 2021-10-10 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Sensor Networks (WSNs) using AI have left a mark on the lives of all by aiding in various sectors, such as manufacturing, education, healthcare, and monitoring of the environment and industries. This book covers recent AI applications and explores aspects of modern sensor technologies and the systems needed to operate them. The book reviews the fundamental concepts of gathering, processing, and analyzing different AI-based models and methods. It covers recent WSN techniques for the purpose of effective network management on par with the standards laid out by international organizations in related fields and focuses on both core concepts along with major applicational areas. The book will be used by technical developers, academicians, data sciences, industrial professionals, researchers, and students interested in the latest innovations on problem-oriented processing techniques in sensor networks using IoT and evolutionary computer applications for Industry 4.0.

International Journal of Multimedia Data Engineering and Management, Vol 3 Iss 3

Author : Chen
Publisher : IGI Publishing
ISBN 13 : 9781466613591
Total Pages : 90 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis International Journal of Multimedia Data Engineering and Management, Vol 3 Iss 3 by : Chen

Download or read book International Journal of Multimedia Data Engineering and Management, Vol 3 Iss 3 written by Chen and published by IGI Publishing. This book was released on 2012-11 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics

Author : Taser, Pelin Yildirim
Publisher : IGI Global
ISBN 13 : 1799841871
Total Pages : 334 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics by : Taser, Pelin Yildirim

Download or read book Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics written by Taser, Pelin Yildirim and published by IGI Global. This book was released on 2021-11-05 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: The internet of things (IoT) has emerged to address the need for connectivity and seamless integration with other devices as well as big data platforms for analytics. However, there are challenges that IoT-based applications face including design and implementation issues; connectivity problems; data gathering, storing, and analyzing in cloud-based environments; and IoT security and privacy issues. Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics is a critical reference source that provides theoretical frameworks and research findings on IoT and big data integration. Highlighting topics that include wearable sensors, machine learning, machine intelligence, and mobile computing, this book serves professionals who want to improve their understanding of the strategic role of trust at different levels of the information and knowledge society. It is therefore of most value to data scientists, computer scientists, data analysts, IT specialists, academicians, professionals, researchers, and students working in the field of information and knowledge management in various disciplines that include but are not limited to information and communication sciences, administrative sciences and management, education, sociology, computer science, etc. Moreover, the book provides insights and supports executives concerned with the management of expertise, knowledge, information, and organizational development in different types of work communities and environments.

Advances in Malware and Data-Driven Network Security

Author : Gupta, Brij B.
Publisher : IGI Global
ISBN 13 : 1799877914
Total Pages : 304 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Advances in Malware and Data-Driven Network Security by : Gupta, Brij B.

Download or read book Advances in Malware and Data-Driven Network Security written by Gupta, Brij B. and published by IGI Global. This book was released on 2021-11-12 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every day approximately three-hundred thousand to four-hundred thousand new malware are registered, many of them being adware and variants of previously known malware. Anti-virus companies and researchers cannot deal with such a deluge of malware – to analyze and build patches. The only way to scale the efforts is to build algorithms to enable machines to analyze malware and classify and cluster them to such a level of granularity that it will enable humans (or machines) to gain critical insights about them and build solutions that are specific enough to detect and thwart existing malware and generic-enough to thwart future variants. Advances in Malware and Data-Driven Network Security comprehensively covers data-driven malware security with an emphasis on using statistical, machine learning, and AI as well as the current trends in ML/statistical approaches to detecting, clustering, and classification of cyber-threats. Providing information on advances in malware and data-driven network security as well as future research directions, it is ideal for graduate students, academicians, faculty members, scientists, software developers, security analysts, computer engineers, programmers, IT specialists, and researchers who are seeking to learn and carry out research in the area of malware and data-driven network security.

Emerging Trends and Applications of the Internet of Things

Author : Kocovic, Petar
Publisher : IGI Global
ISBN 13 : 152252438X
Total Pages : 330 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Emerging Trends and Applications of the Internet of Things by : Kocovic, Petar

Download or read book Emerging Trends and Applications of the Internet of Things written by Kocovic, Petar and published by IGI Global. This book was released on 2017-03-16 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: The widespread availability of technologies has increased exponentially in recent years. This ubiquity has created more connectivity and seamless integration among technology devices. Emerging Trends and Applications of the Internet of Things is an essential reference publication featuring the latest scholarly research on the surge of connectivity between computing devices in modern society, as well as the benefits and challenges of this. Featuring extensive coverage on a broad range of topics such as cloud computing, spatial cognition, and ultrasonic sensing, this book is ideally designed for researchers, professionals, and academicians seeking current research on upcoming advances in the Internet of Things (IoT).

Cognitive Analytics: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799824616
Total Pages : 1961 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Cognitive Analytics: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Cognitive Analytics: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2020-03-06 with total page 1961 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries, including business and healthcare. It is necessary to develop specific software programs that can analyze and interpret large amounts of data quickly in order to ensure adequate usage and predictive results. Cognitive Analytics: Concepts, Methodologies, Tools, and Applications provides emerging perspectives on the theoretical and practical aspects of data analysis tools and techniques. It also examines the incorporation of pattern management as well as decision-making and prediction processes through the use of data management and analysis. Highlighting a range of topics such as natural language processing, big data, and pattern recognition, this multi-volume book is ideally designed for information technology professionals, software developers, data analysts, graduate-level students, researchers, computer engineers, software engineers, IT specialists, and academicians.

Managing and Mining Multimedia Databases

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1420042556
Total Pages : 352 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Managing and Mining Multimedia Databases by : Bhavani Thuraisingham

Download or read book Managing and Mining Multimedia Databases written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2001-06-28 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is now so much data on the Web that managing it with conventional tools is becoming almost impossible. To manage this data, provide interoperability and warehousing between multiple data sources and systems, and extract information from the databases and warehouses, various tools are being developed. In fact, developments in multimedia database management have exploded during the past decade. To date, however, there has been little information available on providing a complete set of services for multimedia databases, including their management, mining, and integration on the Web for electronic enterprises. Managing and Mining Multimedia Databases fills that gap. Focusing on managing and mining multimedia databases for electronic commerce and business, it explores database management system techniques for text, image, audio, and video databases. It addresses the issues and challenges of mining multimedia databases to extract information, and discusses the directions and challenges related to integrating multimedia databases for the Web, particularly for e-business. This book provides a comprehensive overview of multimedia data management and mining technologies, from the underlying concepts, architectures, and data models for multimedia database systems to the technologies that support multimedia data management on the Web, privacy issues, and emerging standards, prototypes, and products. Designed for technical managers, executives, and technologists, it offers your only opportunity to learn about both multimedia data management and multimedia data mining within a single book.