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Multimedia Information Extraction
The advent of increasingly large consumer collections of audio (e.g., iTunes), imagery (e.g., Flickr), and video (e.g., YouTube) is driving a need not only for multimedia retrieval but also information extraction from and across media. Furthermore, industrial and government collections fuel requirements for stock media access, media preservation, broadcast news retrieval, identity management, and video surveillance. While significant advances have been made in language processing for information extraction from unstructured multilingual text and extraction of objects from imagery and video, these advances have been explored in largely independent research communities who have addressed extra...
Knowledge Management
An introduction to the field of knowledgemanagement.
Intelligent Multimedia Information Retrieval
Foreword by Karen Spärck Jones Intelligent multimedia information retrieval lies at the intersection of artificial intelligence, information retrieval, human-computer interaction, and multimedia computing. Its systems enable users to create, process, summarize, present, interact with, and organize information within and across different media such as text, speech, graphics, imagery, and video. These systems go beyond traditional hypermedia and hypertext environments to analyze and generate media, and support intelligent interaction with or via multiple media. The chapters of this volume, which grew out of the 1995 International Joint Conference on Artificial Intelligence Workshop on Intelli...
Readings in Intelligent User Interfaces
This is a compilation of the classic readings in intelligent user interfaces. This text focuses on intelligent, knowledge-based interfaces, combining spoken language, natural language processing, and multimedia and multimodal processing.
Advances in Automatic Text Summarization
ntil now there has been no state-of-the-art collection of themost important writings in automatic text summarization. This bookpresents the key developments in the field in an integrated frameworkand suggests future research areas. With the rapid growth of the World Wide Web and electronic information services, information is becoming available on-line at an incredible rate. One result is the oft-decried information overload. No one has time to read everything, yet we often have to make critical decisions based on what we are able to assimilate. The technology of automatic text summarization is becoming indispensable for dealing with this problem. Text summarization is the process of distill...
Information Storage and Retrieval Systems
Chapter 1 places into perspective a total Information Storage and Retrieval System. This perspective introduces new challenges to the problems that need to be theoretically addressed and commercially implemented. Ten years ago commercial implementation of the algorithms being developed was not realistic, allowing theoreticians to limit their focus to very specific areas. Bounding a problem is still essential in deriving theoretical results. But the commercialization and insertion of this technology into systems like the Internet that are widely being used changes the way problems are bounded. From a theoretical perspective, efficient scalability of algorithms to systems with gigabytes and te...
Intelligent Multimedia Interfaces
Automates presentation design : Intelligent multimedia presentation systems: research and principles / Steven F. Roth / - Planning multimedia explanations using communicative acts / Mark T. Maybury / - WIP : the automatic synthesis of multimodal presentations / Elisabeth André, Wolfgang Finkler / - The design of illustrated documents as a planning task / Elisabeth André / - Automating the generation of coordinated multimedia explanations / Steven K. Feiner / - Towards coordinated temporal multimedia presentations / Steven K. Feiner, Diane J. Litman / - Multimedia explanation for intelligent training systems / Bradley a Goodman / - Intelligent multimedia interfaces : the application of natural language models to intelligent multimedia / John D. Burger / - ALFRESCO : enjoying the combination of natural language processing and hypermedia for information exploration / Oliviero Stock / - An approach to hypermedia in diagnostic systems / Suhayya Abu-Hakima / - Integrating simultaneous input ...
New Directions in Question Answering
Major trends in the development of an important new method of information access that combines elements of natural language processing, information retrieval, and human computer interaction. Question answering systems, which provide natural language responses to natural language queries, are the subject of rapidly advancing research encompassing both academic study and commercial applications, the most well-known of which is the search engine Ask Jeeves. Question answering draws on different fields and technologies, including natural language processing, information retrieval, explanation generation, and human computer interaction. Question answering creates an important new method of inform...
The Oxford Handbook of Computational Linguistics
Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical contexts, among many others. The volume is divided into four parts that examine, respectively: the linguistic fundamentals of computational linguistics; the methods and resources used, such as statistical modelling, machine learning, and corpus annotation; key language processing tasks including text segmentation, anaphora resolution, and speech recognition; and the major applications of Natural Language Processing, from machine translation to author profiling. The book will be an essential reference for researchers and students in computational linguistics and Natural Language Processing, as well as those working in related industries.
Intelligent Technologies for Interactive Entertainment
This book constitutes the refereed proceedings of the First International Conference on Intelligent Technologies for Interactive Entertainment, INTETAIN 2005 held in Madonna di Campiglio, Italy in November/December 2005. Among the intelligent computational technologies covered are adaptive media presentations, recommendation systems in media scalable crossmedia, affective user interfaces, intelligent speech interfaces, tele-presence in entertainment, collaborative user models and group behavior, collaborative and virtual environments, cross domain user models, animation and virtual characters, holographic interfaces, augmented, virtual and mixed reality, computer graphics and multimedia, per...
