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Retrieval And Beyond


Retrieval And Beyond
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Retrieval And Beyond


Retrieval And Beyond
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Author : Manuel Griego
language : en
Publisher: Author House
Release Date : 2011-11-30

Retrieval And Beyond written by Manuel Griego and has been published by Author House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-30 with Biography & Autobiography categories.


At middle age Manuel met and married the love of his life, but only after he had taken complete control of it. As an adolescent he was raised in a very large, very poor and typically dysfunctional family with seven sisters and three brothers. His father was a typical alcoholic and his mother was overworked and overburdened with family responsibilities allowing him to practically make his own rules of behavior. Despite many bad influences in his childhood he managed to stay on the right side of the law and even attain a couple of college degrees. It seemed as if he was off and running with both hands on the wheel to what seemed a promising future, only to begin experiencing symptoms he could not understand. At first he began just having feelings guilt, insecurity and loneliness. Then his life began to derail when he started having feelings of extreme paranoia, then severe delusions crept into his state of mind. Unwilling to admit he was having serious mental problems he continued on his way not knowing he had only one hand on the wheel and one eye on the road. Only after several severe schizophrenic episodes and suicide attempts did he learn he was still sane enough to realize he was almost insane. He took complete control of his life when he finally admitted that he was a chronic paranoid schizophrenic. Under proper medication and treatment he learned, before it was too late, that he could not beat the madness that comes with schizophrenia. His only hope was to deal with it. Today, he is happily married with two wonderful children and a beautiful wife thanks in part to the medication he takes diligently every day. This is his story about survival.



Exploratory Search


Exploratory Search
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Author : Ryen White
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2013-08-01

Exploratory Search written by Ryen White and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-01 with Technology & Engineering categories.


As information becomes more ubiquitous and the demands that searchers have on search systems grow, there is a need to support search behaviors beyond simple lookup. Information seeking is the process or activity of attempting to obtain information in both human and technological contexts. Exploratory search describes an information-seeking problem context that is open-ended, persistent, and multifaceted, and information-seeking processes that are opportunistic, iterative, and multitactical. Exploratory searchers aim to solve complex problems and develop enhanced mental capacities. Exploratory search systems support this through symbiotic human-machine relationships that provide guidance in exploring unfamiliar information landscapes. Exploratory search has gained prominence in recent years. There is an increased interest from the information retrieval, information science, and human-computer interaction communities in moving beyond the traditional turn-taking interaction model supported by major Web search engines, and toward support for human intelligence amplification and information use. In this lecture, we introduce exploratory search, relate it to relevant extant research, outline the features of exploratory search systems, discuss the evaluation of these systems, and suggest some future directions for supporting exploratory search. Exploratory search is a new frontier in the search domain and is becoming increasingly important in shaping our future world. Table of Contents: Introduction / Defining Exploratory Search / Related Work / Features of Exploratory Search Systems / Evaluation of Exploratory Search Systems / Future Directions and concluding Remarks



Mpeg 7 Audio And Beyond


Mpeg 7 Audio And Beyond
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Author : Hyoung-Gook Kim
language : en
Publisher: John Wiley & Sons
Release Date : 2006-02-03

Mpeg 7 Audio And Beyond written by Hyoung-Gook Kim and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-02-03 with Computers categories.


Advances in technology, such as MP3 players, the Internet and DVDs, have led to the production, storage and distribution of a wealth of audio signals, including speech, music and more general sound signals and their combinations. MPEG-7 audio tools were created to enable the navigation of this data, by providing an established framework for effective multimedia management. MPEG-7 Audio and Beyond: Audio Content Indexing and Retrieval is a unique insight into the technology, covering the following topics: the fundamentals of MPEG-7 audio, principally low-level descriptors and sound classification and similarity; spoken content description, and timbre, melody and tempo music description tools; existing MPEG-7 applications and those currently being developed; examples of audio technology beyond the scope of MPEG-7. Essential reading for practising electronic and communications engineers designing and implementing MPEG-7 compliant systems, this book will also be a useful reference for researchers and graduate students working with multimedia database technology.



Open Source For Knowledge And Learning Management Strategies Beyond Tools


Open Source For Knowledge And Learning Management Strategies Beyond Tools
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Author : Lytras, Miltiadis D.
language : en
Publisher: IGI Global
Release Date : 2006-12-31

Open Source For Knowledge And Learning Management Strategies Beyond Tools written by Lytras, Miltiadis D. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-12-31 with Computers categories.


"This book presents learning and knowledge management from a point of view where the basic tools and applications are provided by open source technologies. It explains an intense orientation to the critical issues of the open source paradigm: open source tools, applications, social networks, and knowledge sharing in open source communities"--Provided by publisher.



The Probabilistic Relevance Framework


The Probabilistic Relevance Framework
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Author : Stephen Robertson
language : en
Publisher: Now Publishers Inc
Release Date : 2009

The Probabilistic Relevance Framework written by Stephen Robertson and has been published by Now Publishers Inc this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Computers categories.


The Probabilistic Relevance Framework (PRF) is a formal framework for document retrieval, grounded in work done in the 1970-80s, which led to the development of one of the most successful text-retrieval algorithms, BM25. In recent years, research in the PRF has yielded new retrieval models capable of taking into account structure and link-graph information. Again, this has led to one of the most successful web-search and corporate-search algorithms, BM25F. The Probabilistic Relevance Framework: BM25 and Beyond presents the PRF from a conceptual point of view, describing the probabilistic modelling assumptions behind the framework and the different ranking algorithms that result from its application: the binary independence model, relevance feedback models, BM25, BM25F. Besides presenting a full derivation of the PRF ranking algorithms, it provides many insights about document retrieval in general, and points to many open challenges in this area. It also discusses the relation between the PRF and other statistical models for IR, and covers some related topics, such as the use of non-textual features, and parameter optimization for models with free parameters. The Probabilistic Relevance Framework: BM25 and Beyond is self-contained and accessible to anyone with basic knowledge of probability and inference



Advances In Information Retrieval


Advances In Information Retrieval
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Author : Center for Intelligent Information Retrieval
language : en
Publisher: Springer Science & Business Media
Release Date : 2000-04-30

Advances In Information Retrieval written by Center for Intelligent Information Retrieval and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-04-30 with Computers categories.


The NSF Center for Intelligent Information Retrieval (CIIR) was formed in the Computer Science Department of the University of Massachusetts, Amherst, in 1992. Through its efforts in basic research, applied research, and technology transfer, the CIIR has become known internationally as one of the leading research groups in the area of information retrieval. The CIIR focuses on research that results in more effective and efficient access and discovery in large, heterogeneous, distributed text and multimedia databases. The scope of the work that is done in the CIIR is broad and goes significantly beyond `traditional' areas of information retrieval such as retrieval models, cross-lingual search, and automatic query expansion. The research includes both low-level systems issues such as the design of protocols and architectures for distributed search, as well as more human-centered topics such as user interface design, visualization and data mining with text, and multimedia retrieval. Advances in Information Retrieval: Recent Research from the Center for Intelligent Information Retrieval is a collection of papers that covers a wide variety of topics in the general area of information retrieval. Together, they represent a snapshot of the state of the art in information retrieval at the turn of the century and at the end of a decade that has seen the advent of the World-Wide Web. The papers provide overviews and in-depth analysis of theory and experimental results. This book can be used as source material for graduate courses in information retrieval, and as a reference for researchers and practitioners in industry.



Natural Language Information Retrieval


Natural Language Information Retrieval
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Author : T. Strzalkowski
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-04-17

Natural Language Information Retrieval written by T. Strzalkowski and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-17 with Language Arts & Disciplines categories.


The last decade has been one of dramatic progress in the field of Natural Language Processing (NLP). This hitherto largely academic discipline has found itself at the center of an information revolution ushered in by the Internet age, as demand for human-computer communication and informa tion access has exploded. Emerging applications in computer-assisted infor mation production and dissemination, automated understanding of news, understanding of spoken language, and processing of foreign languages have given impetus to research that resulted in a new generation of robust tools, systems, and commercial products. Well-positioned government research funding, particularly in the U. S. , has helped to advance the state-of-the art at an unprecedented pace, in no small measure thanks to the rigorous 1 evaluations. This volume focuses on the use of Natural Language Processing in In formation Retrieval (IR), an area of science and technology that deals with cataloging, categorization, classification, and search of large amounts of information, particularly in textual form. An outcome of an information retrieval process is usually a set of documents containing information on a given topic, and may consist of newspaper-like articles, memos, reports of any kind, entire books, as well as annotated image and sound files. Since we assume that the information is primarily encoded as text, IR is also a natural language processing problem: in order to decide if a document is relevant to a given information need, one needs to be able to understand its content.



Beyond Boolean New Approaches To Information Retrieval


Beyond Boolean New Approaches To Information Retrieval
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Author : Everett H. Brenner
language : en
Publisher: National Federation of Abstracting & Information Services
Release Date : 1996

Beyond Boolean New Approaches To Information Retrieval written by Everett H. Brenner and has been published by National Federation of Abstracting & Information Services this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Information retrieval categories.




A Feature Centric View Of Information Retrieval


A Feature Centric View Of Information Retrieval
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Author : Donald Metzler
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-09-18

A Feature Centric View Of Information Retrieval written by Donald Metzler and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-18 with Computers categories.


Commercial Web search engines such as Google, Yahoo, and Bing are used every day by millions of people across the globe. With their ever-growing refinement and usage, it has become increasingly difficult for academic researchers to keep up with the collection sizes and other critical research issues related to Web search, which has created a divide between the information retrieval research being done within academia and industry. Such large collections pose a new set of challenges for information retrieval researchers. In this work, Metzler describes highly effective information retrieval models for both smaller, classical data sets, and larger Web collections. In a shift away from heuristic, hand-tuned ranking functions and complex probabilistic models, he presents feature-based retrieval models. The Markov random field model he details goes beyond the traditional yet ill-suited bag of words assumption in two ways. First, the model can easily exploit various types of dependencies that exist between query terms, eliminating the term independence assumption that often accompanies bag of words models. Second, arbitrary textual or non-textual features can be used within the model. As he shows, combining term dependencies and arbitrary features results in a very robust, powerful retrieval model. In addition, he describes several extensions, such as an automatic feature selection algorithm and a query expansion framework. The resulting model and extensions provide a flexible framework for highly effective retrieval across a wide range of tasks and data sets. A Feature-Centric View of Information Retrieval provides graduate students, as well as academic and industrial researchers in the fields of information retrieval and Web search with a modern perspective on information retrieval modeling and Web searches.



Beyond Bibliometrics


Beyond Bibliometrics
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Author : Blaise Cronin
language : en
Publisher: MIT Press
Release Date : 2014-05-16

Beyond Bibliometrics written by Blaise Cronin and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-16 with Education categories.


A comprehensive, state-of-the-art examination of the changing ways we measure scholarly performance and research impact.