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Web Mining and Social Networking : Techniques and Applications
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ISBN: 9781441977359 Year: 2011 Publisher: Boston MA Springer US

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This book examines the techniques and applications involved in the Web Mining, Web Personalization and Recommendation and Web Community Analysis domains, including a detailed presentation of the principles, developed algorithms, and systems of the research in these areas. The applications of web mining, and the issue of how to incorporate web mining into web personalization and recommendation systems are also reviewed. Additionally, the volume explores web community mining and analysis to find the structural, organizational and temporal developments of web communities and reveal the societal sense of individuals or communities. The volume will benefit both academic and industry communities interested in the techniques and applications of web search, web data management, web mining and web knowledge discovery, as well as web community and social network analysis.


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REST: From Research to Practice
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ISBN: 9781441983039 Year: 2011 Publisher: New York NY Springer New York Imprint Springer

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Exploring ways of developing and implementing applications for REST, the Representational State Transfer system architecture conceived along with the World Wide Web, is gaining prominence as a research topic in academia and industry. Edited by two of the leading lights in REST research, this volume features edited and expanded papers from a key workshop at the 2010 World Wide Web conference, as well as further contributions by researchers on the cutting edge of REST development. The chapters aim to build understanding between those engaged in the abstractions of academic research on REST and the many originators and designers of processes claiming to be ˜RESTful'. As well as covering the core principles of REST's architectural style, this significant contribution to the literature on Web development examines a number of REST applications that appear to display advantages over its competing ˜WS' architecture. Contributors also assess the benefits REST brings to pervasive computing and cast an eye towards the future with a section on open research questions such as deciding on resource granularity, modeling metadata, and handling transactions.


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Designing a New Class of Distributed Systems
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ISBN: 9781461419242 Year: 2011 Publisher: New York NY Springer New York

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Designing a New Class of Distributed Systems closely examines the Distributed Intelligent Managed Element (DIME) Computing Model, a new model for distributed systems, and provides a guide to implementing Distributed Managed Workflows with High Reliability, Availability, Performance and Security. The book also explores the viability of self-optimizing, self-monitoring autonomous DIME-based computing systems. Designing a New Class of Distributed Systems is designed for practitioners as a reference guide for innovative distributed systems design. Researchers working in a related field will also find this book valuable.


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Blind Signal Processing : Theory and Practice
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ISBN: 9783642113475 Year: 2011 Publisher: Berlin Heidelberg Springer Berlin Heidelberg Imprint Springer

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"Blind Signal Processing: Theory and Practice" not only introduces related fundamental mathematics, but also reflects the numerous advances in the field, such as probability density estimation-based processing algorithms, underdetermined models, complex value methods, uncertainty of order in the separation of convolutive mixtures in frequency domains, and feature extraction using Independent Component Analysis (ICA). At the end of the book, results from a study conducted at Shanghai Jiao Tong University in the areas of speech signal processing, underwater signals, image feature extraction, data compression, and the like are discussed. This book will be of particular interest to advanced undergraduate students, graduate students, university instructors and research scientists in related disciplines. Xizhi Shi is a Professor at Shanghai Jiao Tong University.


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Automation, Communication and Cybernetics in Science and Engineering 2009/2010
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ISBN: 9783642162084 Year: 2011 Publisher: Berlin Heidelberg Springer Berlin Heidelberg

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The book presents a representative selection of all publications published between 01/2009 and 06/2010 in various books, journals and conference proceedings by the researchers of the institute cluster: IMA - Institute of Information Management in Mechanical Engineering ZLW - Center for Learning and Knowledge Management IfU - Institute for Management Cybernetics, Faculty of Mechanical Engineering, RWTH Aachen University The contributions address the cluster's five core research fields: * suitable processes for knowledge- and technology-intensive organizations * next-generation teaching and learning concepts for universities and the economy * cognitive IT-supported processes for heterogeneous and cooperative systems * target group-adapted user models for innovation and technology development processes * semantic networks and ontologies for complex value chains and virtual environments Innovative fields of application such as cognitive systems, autonomous truck convoys, telemedicine, ontology engineering, knowledge and information management, learning models and technologies, organizational development and management cybernetics are presented. The contributions show the unique potential of the broad and interdisciplinary research approach of the ZLW/IMA and the IfU.


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Integral and Diagnostic Intrusive Prediction of Speech Quality
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ISBN: 9783642184635 Year: 2011 Publisher: Berlin Heidelberg Springer Berlin Heidelberg

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This work deals with the instrumental measurement methods for the perceived quality of transmitted speech. These measures simulate the speech perception process employed by human subjects during auditory experiments. The measure standardized by the International Telecommunication Union (ITU), called Wideband-Perceptual Speech Quality Evaluation (WB-PESQ) , is not able to quantify all these perceived characteristics on a unidimensional quality scale, the Mean Opinion Score (MOS) scale. Recent experimental studies showed that subjects make use of several perceptual dimensions to judge about the quality of speech signals. In order to represent the signal at a higher stage of perception, a new model, called Diagnostic Instrumental Assessment of Listening quality (DIAL) , has been developed. It includes a perceptual and a cognitive model which simulate the whole quality judgment process. Except for strong discontinuities, DIAL predicts very well speech quality of different speech processing and transmission systems, and it outperforms the WB-PESQ.


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Community-Built Databases : Research and Development
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ISBN: 9783642190476 Year: 2011 Publisher: Berlin Heidelberg Springer Berlin Heidelberg

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Communities have built collections of information in collaborative ways for centuries. Most recently, Wikipedia is the most prominent example of how collaborative efforts can be powerful in building massive data storage. Other global member-built media data storage examples include Flickr and YouTube, and social networking applications such as Friendster, Facebook, and LinkedIn, which share information between members in large unstructured information pools. These platforms are obviously only small first steps, and there are many more opportunities to be unleashed using additional semantics, new interactive media, personalization, enhanced cross-references, and other approaches. There is immense potential for creating and sharing more structured data through the Web. This book, edited by Pardede, addresses the need for a comprehensive research reference on community-built databases. The contributions do not focus on only one database area or only one domain, rather they discuss various technical and social aspects of research in and development of community-built databases. In doing so they provide information on relevant research in Web science, social networks, and collaborative information systems, and they also provide pointers to further research paths. Overall, this book provides comprehensive reading material for a wide-ranging audience of researchers in database systems, Web-based collaboration tools, and Web science.


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Information Science & Technology in China: A Roadmap to 2050
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ISBN: 9783642190711 Year: 2011 Publisher: Berlin Heidelberg Springer Berlin Heidelberg Imprint Springer

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As one of the eighteen field-specific reports comprising the comprehensive scope of the strategic general report of the Chinese Academy of Sciences, this sub-report addresses long-range planning for developing science and technology in the field of information science & technology. They each craft a roadmap for their sphere of development to 2050. In their entirety, the general and sub-group reports analyze the evolution and laws governing the development of science and technology, describe the decisive impact of science and technology on the modernization process, predict that the world is on the eve of an impending S&T revolution, and call for China to be fully prepared for this new round of S&T advancement. Based on the detailed study of the demands on S&T innovation in China's modernization, the reports draw a framework for eight basic and strategic systems of socio-economic development with the support of science and technology, work out China's S&T roadmaps for the relevant eight basic and strategic systems in line with China's reality, further detail S&T initiatives of strategic importance to China's modernization, and provide S&T decision-makers with comprehensive consultations for the development of S&T innovation consistent with China's reality. Supported by illustrations and tables of data, the reports provide researchers, government officials and entrepreneurs with guidance concerning research directions, the planning process, and investment. Founded in 1949, the Chinese Academy of Sciences is the nation's highest academic institution in natural sciences. Its major responsibilities are to conduct research in basic and technological sciences, to undertake nationwide integrated surveys on natural resources and ecological environment, to provide the country with scientific data and consultations for government's decision-making, to undertake government-assigned projects with regard to key S&T problems in the process of socio-economic development, to initiate personnel training, and to promote China's high-tech enterprises through its active engagement in these areas.


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E-Technologies: Transformation in a Connected World : 5th International Conference, MCETECH 2011, Les Diablerets, Switzerland, January 23-26, 2011, Revised Selected Papers
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ISBN: 9783642208621 Year: 2011 Publisher: Berlin Heidelberg Springer Berlin Heidelberg

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This volume constitutes the proceedings of the 5th International Conference on E-Technologies, MCETECH 2011, held in Les Diablerets, Switzerland, January 23-26, 2011. Originally 10 papers were selected from a total of 32 submissions. Seven additional papers were included following a second round of reviewing and improvement.The papers in this volume cover topics such as process modeling, organizational transformation, e-Business, e-Government, e-Education, and e-Health.


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Advanced Topics in Information Retrieval
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ISBN: 9783642209468 Year: 2011 Publisher: Berlin Heidelberg Springer Berlin Heidelberg

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Information retrieval is the science concerned with the effective and efficient retrieval of documents starting from their semantic content. It is employed to fulfill some information need from a large number of digital documents. Given the ever-growing amount of documents available and the heterogeneous data structures used for storage, information retrieval has recently faced and tackled novel applications. In this book, Melucci and Baeza-Yates present a wide-spectrum illustration of recent research results in advanced areas related to information retrieval. Readers will find chapters on e.g. aggregated search, digital advertising, digital libraries, discovery of spam and opinions, information retrieval in context, multimedia resource discovery, quantum mechanics applied to information retrieval, scalability challenges in web search engines, and interactive information retrieval evaluation. All chapters are written by well-known researchers, are completely self-contained and comprehensive, and are complemented by an integrated bibliography and subject index. With this selection, the editors provide the most up-to-date survey of topics usually not addressed in depth in traditional (text)books on information retrieval. The presentation is intended for a wide audience of people interested in information retrieval: undergraduate and graduate students, post-doctoral researchers, lecturers, and industrial researchers.

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