Numerical Algorithms For Personalized Search In Self Organizing Information Networks

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Numerical Algorithms for Personalized Search in Self-organizing Information Networks

Author : Sep Kamvar
Publisher : Princeton University Press
ISBN 13 : 1400837065
Total Pages : 156 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Numerical Algorithms for Personalized Search in Self-organizing Information Networks by : Sep Kamvar

Download or read book Numerical Algorithms for Personalized Search in Self-organizing Information Networks written by Sep Kamvar and published by Princeton University Press. This book was released on 2010-09-07 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book lays out the theoretical groundwork for personalized search and reputation management, both on the Web and in peer-to-peer and social networks. Representing much of the foundational research in this field, the book develops scalable algorithms that exploit the graphlike properties underlying personalized search and reputation management, and delves into realistic scenarios regarding Web-scale data. Sep Kamvar focuses on eigenvector-based techniques in Web search, introducing a personalized variant of Google's PageRank algorithm, and he outlines algorithms--such as the now-famous quadratic extrapolation technique--that speed up computation, making personalized PageRank feasible. Kamvar suggests that Power Method-related techniques ultimately should be the basis for improving the PageRank algorithm, and he presents algorithms that exploit the convergence behavior of individual components of the PageRank vector. Kamvar then extends the ideas of reputation management and personalized search to distributed networks like peer-to-peer and social networks. He highlights locality and computational considerations related to the structure of the network, and considers such unique issues as malicious peers. He describes the EigenTrust algorithm and applies various PageRank concepts to P2P settings. Discussion chapters summarizing results conclude the book's two main sections. Clear and thorough, this book provides an authoritative look at central innovations in search for all of those interested in the subject.

Self-Organizing Systems

Author : Thrasyvoulos Spyropoulos
Publisher : Springer
ISBN 13 : 3642108652
Total Pages : 269 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Self-Organizing Systems by : Thrasyvoulos Spyropoulos

Download or read book Self-Organizing Systems written by Thrasyvoulos Spyropoulos and published by Springer. This book was released on 2009-12-01 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Workshop on Self-Organizing Systems, IWSOS 2009, held in Zurich, Switzerland, in December 2009. The 14 revised full papers and 13 revised short papers presented were carefully selected from the 34 full and 27 short paper submissions. The papers are organized in topical sections on ad hoc and sensor networks; services, storage, and internet routing; peer-to-peer systems; theory and general approaches; overlay networks; peer-to-peer systems and internet routing; wireless networks; and network topics.

Self-Organizing Methods in Modeling

Author : Stanley J. Farlow
Publisher : CRC Press
ISBN 13 : 1000146472
Total Pages : 372 pages
Book Rating : 4.0/5 (1 download)

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Book Synopsis Self-Organizing Methods in Modeling by : Stanley J. Farlow

Download or read book Self-Organizing Methods in Modeling written by Stanley J. Farlow and published by CRC Press. This book was released on 2020-11-26 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces English-speaking people the basic group method of data handling algorithm. It could be used as a reference source for researchers or as a textbook for specialized courses and seminars in modeling, applied mathematics, and applied statistics.

Dissertation Abstracts International

Author :
Publisher :
ISBN 13 :
Total Pages : 788 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Dissertation Abstracts International by :

Download or read book Dissertation Abstracts International written by and published by . This book was released on 2004 with total page 788 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Social Information Seeking

Author : Chirag Shah
Publisher : Springer
ISBN 13 : 331956756X
Total Pages : 177 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Social Information Seeking by : Chirag Shah

Download or read book Social Information Seeking written by Chirag Shah and published by Springer. This book was released on 2017-06-28 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume summarizes the author’s work on social information seeking (SIS), and at the same time serves as an introduction to the topic. Sometimes also referred to as social search or social information retrieval, this is a relatively new area of study concerned with the seeking and acquiring of information from social spaces on the Internet. It involves studying situations, motivations, and methods involved in seeking and sharing of information in participatory online social sites, such as Yahoo! Answers, WikiAnswers, and Twitter, as well as building systems for supporting such activities. The first part of the book introduces various foundational concepts, including information seeking, social media, and social networking. As such it provides the necessary basis to then discuss how those aspects could intertwine in different ways to create methods, tools, and opportunities for supporting and leveraging SIS. Next, Part II discusses the social dimension and primarily examines the online question-answering activity. Part III then emphasizes the collaborative aspect of information seeking, and examines what happens when social and collaborative dimensions are considered together. Lastly, Part IV provides a synthesis by consolidating methods, systems, and evaluation techniques related to social and collaborative information seeking. The book is completed by a list of challenges and opportunities for both theoretical and practical SIS work. The book is intended mainly for researchers and graduate students looking for an introduction to this new field, as well as developers and system designers interested in building interactive information retrieval systems or social/community-driven interfaces.

Incremental Learning for Motion Prediction of Pedestrians and Vehicles

Author : Alejandro Dizan Vasquez Govea
Publisher : Springer Science & Business Media
ISBN 13 : 3642136419
Total Pages : 159 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Incremental Learning for Motion Prediction of Pedestrians and Vehicles by : Alejandro Dizan Vasquez Govea

Download or read book Incremental Learning for Motion Prediction of Pedestrians and Vehicles written by Alejandro Dizan Vasquez Govea and published by Springer Science & Business Media. This book was released on 2010-06-23 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the problem of moving in a cluttered environment with pedestrians and vehicles. A framework based on Hidden Markov models is developed to learn typical motion patterns which can be used to predict motion on the basis of sensor data.

Who's #1?

Author : Amy N. Langville
Publisher : Princeton University Press
ISBN 13 : 0691154228
Total Pages : 267 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Who's #1? by : Amy N. Langville

Download or read book Who's #1? written by Amy N. Langville and published by Princeton University Press. This book was released on 2012-02-26 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Who's #1? offers an engaging and accessible account of how scientific rating and ranking methods are created and applied to a variety of uses. Amy Langville and Carl Meyer provide the first comprehensive overview of the mathematical algorithms and methods used to rate and rank sports teams, political candidates, products, Web pages, and more. In a series of interesting asides, Langville and Meyer provide fascinating insights into the ingenious contributions of many of the field's pioneers. They survey and compare the different methods employed today, showing why their strengths and weaknesses depend on the underlying goal, and explaining why and when a given method should be considered. Also describe what can and can't be expected from the most widely used systems"-- ǂc Provided by publisher.

IEEE/WIC International Conference on Web Intelligence

Author : Jiming Liu
Publisher :
ISBN 13 : 9780769519326
Total Pages : 758 pages
Book Rating : 4.5/5 (193 download)

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Book Synopsis IEEE/WIC International Conference on Web Intelligence by : Jiming Liu

Download or read book IEEE/WIC International Conference on Web Intelligence written by Jiming Liu and published by . This book was released on 2003 with total page 758 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computation in Complex Networks

Author : Clara Pizzuti
Publisher : MDPI
ISBN 13 : 3036506829
Total Pages : 352 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Computation in Complex Networks by : Clara Pizzuti

Download or read book Computation in Complex Networks written by Clara Pizzuti and published by MDPI. This book was released on 2021-09-02 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex networks are one of the most challenging research focuses of disciplines, including physics, mathematics, biology, medicine, engineering, and computer science, among others. The interest in complex networks is increasingly growing, due to their ability to model several daily life systems, such as technology networks, the Internet, and communication, chemical, neural, social, political and financial networks. The Special Issue “Computation in Complex Networks" of Entropy offers a multidisciplinary view on how some complex systems behave, providing a collection of original and high-quality papers within the research fields of: • Community detection • Complex network modelling • Complex network analysis • Node classification • Information spreading and control • Network robustness • Social networks • Network medicine

Personalized Epigenetics

Author : Trygve Tollefsbol
Publisher : Academic Press
ISBN 13 : 0128004363
Total Pages : 610 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Personalized Epigenetics by : Trygve Tollefsbol

Download or read book Personalized Epigenetics written by Trygve Tollefsbol and published by Academic Press. This book was released on 2015-04-28 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personalized Epigenetics discusses the core translatability of epigenetics to health management of individuals who have unique variations in their epigenetic signatures that can guide both disorder and disease prevention and therapy. The book details inter-individual variability in the major epigenetic process in humans consisting of DNA methylation, histone modifications, and noncoding RNA, and the diagnostic, prognostic, and therapeutic potential of the field, it also reviews the impact of the environment on epigenetic variations among individuals and the role of pharmacology and drug development in personalized epigenetics. Most importantly, the text covers personalized epigenetics from a disease-oriented perspective, presenting chapters that provide advances in widespread disorders or diseases, including diabetes, cancer, autoimmune disorders, obesity, cardiovascular diseases, neurological disorders, and pain management. Discusses the core translatability of epigenetics to health management of individuals who have unique variations in their epigenetic signatures Details inter-individual variability in the major epigenetic process in humans consisting of DNA methylation, histone modifications, and noncoding RNA, and the consequent diagnostic, prognostic and therapeutic potential of the field Reviews the impact of the environment on epigenetic variations among individuals and the roles of pharmacology and drug development Devotes several chapters to the advances made in widespread disorders or diseases, including diabetes, cancer, autoimmune disorders, obesity, cardiovascular diseases, neurological disorders, and pain management

Advances in Web-Age Information Management

Author : X. Sean Wang
Publisher : Springer
ISBN 13 : 3540477144
Total Pages : 418 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Advances in Web-Age Information Management by : X. Sean Wang

Download or read book Advances in Web-Age Information Management written by X. Sean Wang and published by Springer. This book was released on 2003-05-15 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Conference on Web-Age Information Management, WAIM 2001, held in Xi'an, China, in July 2001. The 21 revised full papers and 12 short papers presented together with 4 research experience papers were carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections on multimedia databases and high-dimensional indexing, information retrieval and text indexing, data mining, semistructured data management, data warehousing and federated databases, Web information management and e-commerce, spatio-temporal and high-dimensional information management, data mining and constraint management, data integration and filtering, and workflow and adaptive systems.

Advances in Semantic Media Adaptation and Personalization

Author : Marios C. Angelides
Publisher : CRC Press
ISBN 13 : 9781420076653
Total Pages : 456 pages
Book Rating : 4.0/5 (766 download)

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Book Synopsis Advances in Semantic Media Adaptation and Personalization by : Marios C. Angelides

Download or read book Advances in Semantic Media Adaptation and Personalization written by Marios C. Angelides and published by CRC Press. This book was released on 2009-03-17 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of content- and context-aware search engines, which not only personalize searching and delivery but also the content, has caused the emergence of new infrastructures capable of end-to-end ubiquitous transmission of personalized multimedia content to any device on any network at any time. Personalizing and adapting content requires processing of content and recognizing patterns in users’ behaviour on the other. Personalizing and adapting the semantic content of multimedia enables applications to make just-in-time intelligent decisions regarding this content, which in turn makes interaction with the multimedia content an individual and individually rewarding experience. Highlighting the changing nature of the field, Advances in Semantic Media Adaptation and Personalization, Volume Two discusses the state of the art, recent advances, and future outlooks for semantic media adaptation and personalization. Topics include: Collaborative Content Modeling Automatic Content Feature Extraction to Content Models Semantic Languages for Content Description Video Content Adaptation Adaptive Video Content Retrieval Content Similarity Detection Personalized Content Podcasting Adaptive Web Interaction As content and service providers recognize the value of new services and new markets, they will invest in technologies that adapt and personalize content. Industry, in response, has released new standards such as MPEG-7, MPEG21, and VC-1 that enable propagation of semantic media, adaptation, and personalization. Consequently, a broad range of applications are emerging across many industry sectors, such as music, film, games, television, and sports. Bringing together insight from researchers and practitioners, this book provides a sampling of the latest thinking in the field.

Web Data Management Practices

Author : Athena Vakali
Publisher : IGI Global
ISBN 13 : 1599042282
Total Pages : 323 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Web Data Management Practices by : Athena Vakali

Download or read book Web Data Management Practices written by Athena Vakali and published by IGI Global. This book was released on 2007-01-01 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides an understanding of major issues, current practices and the main ideas in the field of Web data management, helping readers to identify current and emerging issues, as well as future trends. The most important aspects are discussed: Web data mining, content management on the Web, Web applications and Web services"--Provided by publisher.

Distributed Computing and Networking

Author : Davide Frey
Publisher : Springer
ISBN 13 : 3642356680
Total Pages : 466 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Distributed Computing and Networking by : Davide Frey

Download or read book Distributed Computing and Networking written by Davide Frey and published by Springer. This book was released on 2013-01-05 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Conference on Distributed Computing and Networking, ICDCN 2013, held in Mumbai, India, during January 3-6, 2013. The 27 revised full papers, 5 short papers presented together with 7 poster papers were carefully reviewed and selected from 149 submissions. The papers cover topics such as distributed algorithms and concurrent data structures; integration of heterogeneous wireless and wired networks; distributed operating systems; internetworking protocols and internet applications; distributed database systems; mobile and pervasive computing, context-aware distributed systems; embedded distributed systems; next generation and converged network architectures; experiments and performance evaluation of distributed systems; overlay and peer-to-peer networks and services; fault-tolerance, reliability, and availability; home networking and services; multiprocessor and multi-core architectures and algorithms; resource management and quality of service; self-organization, self-stabilization, and autonomic computing; network security and privacy; high performance computing, grid computing, and cloud computing; energy-efficient networking and smart grids; security, cryptography, and game theory in distributed systems; sensor, PAN and ad-hoc networks; and traffic engineering, pricing, network management.

Artificial Intelligence for Education

Author : Mario Allegra
Publisher : Frontiers Media SA
ISBN 13 : 2832539815
Total Pages : 151 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Artificial Intelligence for Education by : Mario Allegra

Download or read book Artificial Intelligence for Education written by Mario Allegra and published by Frontiers Media SA. This book was released on 2023-11-27 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: What learning, teaching, and education will be in the next future is an open question. Nevertheless, believing that an increasing prevalence of AI may not influence the education field seems objectively unlikely. In recent years, the new renaissance of AI has stimulated discussion on how advances in AI can influence the educational sector and the future educational policies and the impact of AI on Technology-Enhanced Learning (TEL). On the other side, the attention of the education sector in artificial intelligence is complemented by the consideration that, since the early days of AI, researchers have shown for the education sector, which has often seen education as one of the preferred application areas. The interaction between the AI and TEL research fields led to the investigation of how the advance in AI could support the development of flexible, inclusive, personalized, engaging, and effective learning tools. Besides, research in this area could be a powerful tool to open the "learning black box" by providing a deeper understanding of how learning occurs. The proposed Research Topic aims to gather contributions that provide a comprehensive picture of how AI is changing educational practices and how the key stakeholders in the educational community (i.e., students, teachers, faculty, and families) perceive this ongoing change. Relevant topics include (but are not limited to): ● AI applications in real-world educational settings ● Intelligent Tutoring Systems ● Adaptive learning environments ● Learning design and AI ● Students profiling: definition of the student model and ethical implications ● Intelligent techniques for objective and integrated students evaluation in TEL ● Teachers' competencies for effective integration of AI into Education ● Teachers’ perceptions of AI: prejudices and attitudes ● The role of cognitive architectures in Education ● Serious games and AI ● Social robotics in Education

Experiment and Evaluation in Information Retrieval Models

Author : K. Latha
Publisher : CRC Press
ISBN 13 : 1315392615
Total Pages : 282 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Experiment and Evaluation in Information Retrieval Models by : K. Latha

Download or read book Experiment and Evaluation in Information Retrieval Models written by K. Latha and published by CRC Press. This book was released on 2017-07-28 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experiment and Evaluation in Information Retrieval Models explores different algorithms for the application of evolutionary computation to the field of information retrieval (IR). As well as examining existing approaches to resolving some of the problems in this field, results obtained by researchers are critically evaluated in order to give readers a clear view of the topic. In addition, this book covers Algorithmic Solutions to the Problems in Advanced IR Concepts, including Feature Selection for Document Ranking, web page classification and recommendation, Facet Generation for Document Retrieval, Duplication Detection and seeker satisfaction in question answering community Portals. Written with students and researchers in the field on information retrieval in mind, this book is also a useful tool for researchers in the natural and social sciences interested in the latest developments in the fast-moving subject area. Key features: Focusing on recent topics in Information Retrieval research, Experiment and Evaluation in Information Retrieval Models explores the following topics in detail: Searching in social media Using semantic annotations Ranking documents based on Facets Evaluating IR systems offline and online The role of evolutionary computation in IR Document and term clustering, Image retrieval Design of user profiles for IR Web page classification and recommendation Relevance feedback approach for Document and image retrieval

Genomic and Personalized Medicine

Author :
Publisher : Academic Press
ISBN 13 : 0080919030
Total Pages : 669 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Genomic and Personalized Medicine by :

Download or read book Genomic and Personalized Medicine written by and published by Academic Press. This book was released on 2008-11-11 with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set — winner of a 2013 Highly Commended BMA Medical Book Award for Medicine — provides an in-depth look at one of the most promising avenues for advances in the diagnosis, prevention and treatment of human disease. The inclusion of the latest information on diagnostic testing, population screening, predicting disease susceptibility, pharmacogenomics and more presents this book as an essential tool for both students and specialists across many biological and medical disciplines, including human genetics and genomics, oncology, neuroscience, cardiology, infectious disease, molecular medicine, and biomedical science, as well as health policy disciplines focusing on ethical, legal, regulatory and economic aspects of genomics and medicine.Volume One Includes:Principles, Methodology and Translational Approaches, takes readers on the journey from principles of human genomics to technology, informatic and computational platforms for genomic medicine, as well as strategies for translating genomic discoveries into advances in personalized clinical care.Volume Two Includes:Genome Discoveries and Clinical Applications presents the latest developments in disease-based genomic and personalized medicine. With chapters dedicated to cardiovascular disease, oncology, inflammatory disease, metabolic disease, neuropsychiatric disease, and infectious disease, this work provides the most comprehensive guide to the principles and practice of genomic and personalized medicine. Highly Commended 2013 BMA Medical Book Award for Medicine Contributions from leaders in the field provide unparalleled insight into current technologies and applications in clinical medicine. Full colour throughout enhances the utility of this work as the only available comprehensive reference for genomic and personalized medicine. Discusses scientific foundations and practical applications of new discoveries, as well as ethical, legal/regulatory, and social issues related to the practice of genomic medicine.