"This book is aimed at researchers and practitioners involved in designing and managing complex multimedia information systems"--Provided by publisher.
Video Mining is an essential reference for the practitioners and academicians in the fields of multimedia search engines. Half a terabyte or 9,000 hours of motion pictures are produced around the world every year. Furthermore, 3,000 television stations broadcasting for twenty-four hours a day produce eight million hours per year, amounting to 24,000 terabytes of data. Although some of the data is labeled at the time of production, an enormous portion remains unindexed. For practical access to such huge amounts of data, there is a great need to develop efficient tools for browsing and retrieving content of interest, so that producers and end users can quickly locate specific video sequences in this ocean of audio-visual data. Video Mining is important because it describes the main techniques being developed by the major players in industry and academic research to address this problem. It is the first time research from these leaders in the field developing the next-generation multimedia search engines is being described in great detail and gathered into a single volume. Video Mining will give valuable insights to all researchers and non-specialists who want to understand the principles applied by the multimedia search engines that are about to be deployed on the Internet, in studios' multimedia asset management systems, and in video-on-demand systems.
Broad in scope, Semantic Multimedia Analysis and Processing provides a complete reference of techniques, algorithms, and solutions for the design and the implementation of contemporary multimedia systems. Offering a balanced, global look at the latest advances in semantic indexing, retrieval, analysis, and processing of multimedia, the book features the contributions of renowned researchers from around the world. Its contents are based on four fundamental thematic pillars: 1) information and content retrieval, 2) semantic knowledge exploitation paradigms, 3) multimedia personalization, and 4) human-computer affective multimedia interaction. Its 15 chapters cover key topics such as content creation, annotation and modeling for the semantic web, multimedia content understanding, and efficiency and scalability. Fostering a deeper understanding of a popular area of research, the text: Describes state-of-the-art schemes and applications Supplies authoritative guidance on research and deployment issues Presents novel methods and applications in an informative and reproducible way Contains numerous examples, illustrations, and tables summarizing results from quantitative studies Considers ongoing trends and designates future challenges and research perspectives Includes bibliographic links for further exploration Uses both SI and US units Ideal for engineers and scientists specializing in the design of multimedia systems, software applications, and image/video analysis and processing technologies, Semantic Multimedia Analysis and Processing aids researchers, practitioners, and developers in finding innovative solutions to existing problems, opening up new avenues of research in uncharted waters.
Libraries have always been an inspiration for the standards and technologies developed by semantic web activities. However, except for the Dublin Core specification, semantic web and social networking technologies have not been widely adopted and further developed by major digital library initiatives and projects. Yet semantic technologies offer a new level of flexibility, interoperability, and relationships for digital repositories. Kruk and McDaniel present semantic web-related aspects of current digital library activities, and introduce their functionality; they show examples ranging from general architectural descriptions to detailed usages of specific ontologies, and thus stimulate the awareness of researchers, engineers, and potential users of those technologies. Their presentation is completed by chapters on existing prototype systems such as JeromeDL, BRICKS, and Greenstone, as well as a look into the possible future of semantic digital libraries. This book is aimed at researchers and graduate students in areas like digital libraries, the semantic web, social networks, and information retrieval. This audience will benefit from detailed descriptions of both today’s possibilities and also the shortcomings of applying semantic web technologies to large digital repositories of often unstructured data.
In this highly readable and well-arranged compilation-including his much-celebrated "The Practice of Reading Good Books" and award-winning "Playing with Bateson"-Corey Anton brings together some of his most accessible and well-received essays. The collection, in addition to advancing and integrating the fields of media ecology and general semantics, will be of great interest to people who are concerned over the changing role of reading and literacy in contemporary life. A stimulating and provocative book having wide relevance to scholars and students in the areas of semiotics, rhetorical theory, orality/literacy studies, philosophy of communication, pedagogical theory, and communication theory, Communication Uncovered offers countless insights and broad-based orientations regarding the nature of language, linguistic and communicative habits, communication technologies, and symbolic practices more generally. This is a "must have" resource for anyone interested in multidisciplinary communication theory.
Based on an introductory course on natural-language semantics, this book provides an introduction to type-logical grammar and the range of linguistic phenomena that can be handled in categorial grammar. It also contains a great deal of original work on categorial grammar and its application to natural-language semantics. The author chose the type-logical categorial grammar as his grammatical basis because of its broad syntactic coverage and its strong linkage of syntax and semantics. Although its basic orientation is linguistic, the book should also be of interest to logicians and computer scientists seeking connections between logical systems and natural language. The book, which stepwise develops successively more powerful logical and grammatical systems, covers an unusually broad range of material. Topics covered include higher-order logic, applicative categorial grammar, the Lambek calculus, coordination and unbounded dependencies, quantifiers and scope, plurals, pronouns and dependency, modal logic, intensionality, and tense and aspect. The book contains more mathematical development than is usually found in texts on natural language; an appendix includes the basic mathematical concepts used throughout the book.
In recent years, online social networking has revolutionized interpersonal communication. The newer research on language analysis in social media has been increasingly focusing on the latter's impact on our daily lives, both on a personal and a professional level. Natural language processing (NLP) is one of the most promising avenues for social media data processing. It is a scientific challenge to develop powerful methods and algorithms which extract relevant information from a large volume of data coming from multiple sources and languages in various formats or in free form. We discuss the challenges in analyzing social media texts in contrast with traditional documents. Research methods in information extraction, automatic categorization and clustering, automatic summarization and indexing, and statistical machine translation need to be adapted to a new kind of data. This book reviews the current research on NLP tools and methods for processing the non-traditional information from social media data that is available in large amounts (big data), and shows how innovative NLP approaches can integrate appropriate linguistic information in various fields such as social media monitoring, healthcare, business intelligence, industry, marketing, and security and defence. We review the existing evaluation metrics for NLP and social media applications, and the new efforts in evaluation campaigns or shared tasks on new datasets collected from social media. Such tasks are organized by the Association for Computational Linguistics (such as SemEval tasks) or by the National Institute of Standards and Technology via the Text REtrieval Conference (TREC) and the Text Analysis Conference (TAC). In the concluding chapter, we discuss the importance of this dynamic discipline and its great potential for NLP in the coming decade, in the context of changes in mobile technology, cloud computing, virtual reality, and social networking. In this second edition, we have added information about recent progress in the tasks and applications presented in the first edition. We discuss new methods and their results. The number of research projects and publications that use social media data is constantly increasing due to continuously growing amounts of social media data and the need to automatically process them. We have added 85 new references to the more than 300 references from the first edition. Besides updating each section, we have added a new application (digital marketing) to the section on media monitoring and we have augmented the section on healthcare applications with an extended discussion of recent research on detecting signs of mental illness from social media.
In traditional semantics, the human body tends to be ignored in the process of constructing meaning. Horst Ruthrof argues, by contrast, that the body is an integral part of this hermeneutic activity. Strictly language-based theories, and theories which conflate formal and natural languages, run into problems when they describe how we communicate in cultural settings. Semantics and the Body proposes that language is no more than a symbolic grid which does not signify at all unless it is brought to life by non-linguistic signs. Ruthrof reviews and analyses various 'orthodox' theories of meaning, from the views of Gottlob Frege at the beginning of the twentieth century to those of theorists in the postmodern period, then offers an alternative approach of his own. His theory features 'corporeal semantics,' and holds that meaning has ultimately to do with the body and that the meaning of linguistic expressions is indeterminate without the aid of visual, tactile, olfactory, and other bodily signs. This approach also remedies what Ruthrof sees also as a loss of interpretive will in the postmodern era. Pedagogy in many fields could be enriched by a systemic integration of non-verbal semiosis into the linguistically dominated syllabus. Those involved in discourse analysis, literature, art criticism, film theory, pedagogy, and philosophy will find the implications of Ruthrof's study considerable.
The term "emerging media" responds to the "big data" now available as a result of the larger role digital media play in everyday life, as well as the notion of "emergence" that has grown across the architecture of science and technology over the last two decades with increasing imbrication. The permeation of everyday life by emerging media is evident, ubiquitous, and destined to accelerate. No longer are images, institutions, social networks, thoughts, acts of communication, emotions and speech-the "media" by means of which we express ourselves in daily life-linked to clearly demarcated, stable entities and contexts. Instead, the loci of meaning within which these occur shift and evolve quickly, emerging in far-reaching ways we are only beginning to learn and bring about. This volume's purpose is to develop, broaden and spark future philosophical discussion of emerging media and their ways of shaping and reshaping the habitus within which everyday lives are to be understood. Drawing from the history of philosophy ideas of influential thinkers in the past, intellectual path makers on the contemporary scene offer new philosophical perspectives, laying the groundwork for future work in philosophy and in media studies. On diverse topics such as identity, agency, reality, mentality, time, aesthetics, representation, consciousness, materiality, emergence, and human nature, the questions addressed here consider the extent to which philosophy should or should not take us to be facing a fundamental transformation.