Intelligent Document Retrieval

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Intelligent Document Retrieval

Author : Udo Kruschwitz
Publisher : Springer Science & Business Media
ISBN 13 : 1402037686
Total Pages : 205 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Intelligent Document Retrieval by : Udo Kruschwitz

Download or read book Intelligent Document Retrieval written by Udo Kruschwitz and published by Springer Science & Business Media. This book was released on 2006-01-09 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collections of digital documents can nowadays be found everywhere in institutions, universities or companies. Examples are Web sites or intranets. But searching them for information can still be painful. Searches often return either large numbers of matches or no suitable matches at all. Such document collections can vary a lot in size and how much structure they carry. What they have in common is that they typically do have some structure and that they cover a limited range of topics. The second point is significantly different from the Web in general. The type of search system that we propose in this book can suggest ways of refining or relaxing the query to assist a user in the search process. In order to suggest sensible query modifications we would need to know what the documents are about. Explicit knowledge about the document collection encoded in some electronic form is what we need. However, typically such knowledge is not available. So we construct it automatically.

Computational Intelligence for Information Retrieval

Author : Dharmender Saini
Publisher : CRC Press
ISBN 13 : 1000484718
Total Pages : 292 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Computational Intelligence for Information Retrieval by : Dharmender Saini

Download or read book Computational Intelligence for Information Retrieval written by Dharmender Saini and published by CRC Press. This book was released on 2021-12-14 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a thorough understanding of the integration of computational intelligence with information retrieval including content-based image retrieval using intelligent techniques, hybrid computational intelligence for pattern recognition, intelligent innovative systems, and protecting and analysing big data on cloud platforms. The book aims to investigate how computational intelligence frameworks are going to improve information retrieval systems. The emerging and promising state-of-the-art of human–computer interaction is the motivation behind this book. The book covers a wide range of topics, starting from the tools and languages of artificial intelligence to its philosophical implications, and thus provides a plethora of theoretical as well as experimental research, along with surveys and impact studies. Further, the book aims to showcase the basics of information retrieval and computational intelligence for beginners, as well as their integration, and challenge discussions for existing practitioners, including using hybrid application of augmented reality, computational intelligence techniques for recommendation systems in big data, and a fuzzy-based approach for characterization and identification of sentiments.

Advances in Music Information Retrieval

Author : Zbigniew W Ras
Publisher : Springer Science & Business Media
ISBN 13 : 3642116736
Total Pages : 411 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances in Music Information Retrieval by : Zbigniew W Ras

Download or read book Advances in Music Information Retrieval written by Zbigniew W Ras and published by Springer Science & Business Media. This book was released on 2010-02-28 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sound waves propagate through various media, and allow communication or entertainment for us, humans. Music we hear or create can be perceived in such aspects as rhythm, melody, harmony, timbre, or mood. All these elements of music can be of interest for users of music information retrieval systems. Since vast music repositories are available for everyone in everyday use (both in private collections, and in the Internet), it is desirable and becomes necessary to browse music collections by contents. Therefore, music information retrieval can be potentially of interest for every user of computers and the Internet. There is a lot of research performed in music information retrieval domain, and the outcomes, as well as trends in this research, are certainly worth popularizing. This idea motivated us to prepare the book on Advances in Music Information Retrieval. It is divided into four sections: MIR Methods and Platforms, Harmony, Music Similarity, and Content Based Identification and Retrieval. Glossary of basic terms is given at the end of the book, to familiarize readers with vocabulary referring to music information retrieval.

Intelligent Agents for Data Mining and Information Retrieval

Author : Masoud Mohammadian
Publisher : IGI Global
ISBN 13 : 1591401941
Total Pages : 327 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Intelligent Agents for Data Mining and Information Retrieval by : Masoud Mohammadian

Download or read book Intelligent Agents for Data Mining and Information Retrieval written by Masoud Mohammadian and published by IGI Global. This book was released on 2004-01-01 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a large increase in the amount of information available on World Wide Web and also in number of online databases. This information abundance increases the complexity of locating relevant information. Such a complexity drives the need for improved and intelligent systems for search and information retrieval. Intelligent agents are currently used to improve the search and retrieval information on World Wide Web. The use of existing search and retrieval engines with the addition of intelligent agents allows a more comprehensive search with a performance that can be measured. Intelligent Agents for Data Mining and Information Retrieval discusses the foundation as well as the practical side of intelligent agents and their theory and applications for web data mining and information retrieval. The book can used for researchers at the undergraduate and post-graduate levels as well as a reference of the state-of-art for cutting edge researchers.

Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies

Author : Yan, Li
Publisher : IGI Global
ISBN 13 : 1613501277
Total Pages : 334 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies by : Yan, Li

Download or read book Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies written by Yan, Li and published by IGI Global. This book was released on 2011-09-30 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: As consumer costs for multimedia devices such as digital cameras and Web phones have decreased and diversity in the market has skyrocketed, the amount of digital information has grown considerably. Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies details the latest information retrieval technologies and applications, the research surrounding the field, and the methodologies and design related to multimedia databases. Together with academic researchers and developers from both information retrieval and artificial intelligence fields, this book details issues and semantics of data retrieval with contributions from around the globe. As the information and data from multimedia databases continues to expand, the research and documentation surrounding it should keep pace as best as possible, and this book provides an excellent resource for the latest developments.

Introduction to Information Retrieval

Author : Christopher D. Manning
Publisher : Cambridge University Press
ISBN 13 : 1139472100
Total Pages : pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Introduction to Information Retrieval by : Christopher D. Manning

Download or read book Introduction to Information Retrieval written by Christopher D. Manning and published by Cambridge University Press. This book was released on 2008-07-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.

Information Storage and Retrieval Systems

Author : Gerald J. Kowalski
Publisher : Springer Science & Business Media
ISBN 13 : 0306470314
Total Pages : 323 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Information Storage and Retrieval Systems by : Gerald J. Kowalski

Download or read book Information Storage and Retrieval Systems written by Gerald J. Kowalski and published by Springer Science & Business Media. This book was released on 2005-11-19 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 terabytes of data, operating with minimal user search statement information, and making maximum use of all functional aspects of an information system need to be considered. The dissemination systems using persistent indexes or mail files to modify ranking algorithms and combining the search of structured information fields and free text into a consolidated weighted output are examples of potential new areas of investigation. The best way for the theoretician or the commercial developer to understand the importance of problems to be solved is to place them in the context of a total vision of a complete system. Understanding the differences between Digital Libraries and Information Retrieval Systems will add an additional dimension to the potential future development of systems. The collaborative aspects of digital libraries can be viewed as a new source of information that dynamically could interact with information retrieval techniques.

Intelligent Information Retrieval for Healthcare Systems

Author : Parma Nand Astya
Publisher : Nova Science Publishers
ISBN 13 : 9781685073657
Total Pages : 265 pages
Book Rating : 4.0/5 (736 download)

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Book Synopsis Intelligent Information Retrieval for Healthcare Systems by : Parma Nand Astya

Download or read book Intelligent Information Retrieval for Healthcare Systems written by Parma Nand Astya and published by Nova Science Publishers. This book was released on 2021-12-02 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Ontology-based information extraction is considered as an effective method to improve the performance of information extraction (IE) systems. For research and disbursal of customized healthcare services, a major challenge is to efficiently retrieve and analyze the individual patient data from a large volume of heterogeneous data over a long span of time. This requires effective ontology-based information retrieval approaches for clinical information systems. This book is an attempt to highlight the key advances in ontology-based information retrieval techniques especially in the healthcare domain. The varied chapters attempt to uncover the current challenges in the application of ontology-based information retrieval techniques to the healthcare systems. This book is the first of its kind that highlights the ontology-driven information retrieval mechanisms and techniques being applied to healthcare as well as clinical information systems. It can serve as a textbook for courses in healthcare systems. It can also serve as a reference book to medical practitioners and researchers involved in implementing as well as providing customized health care solutions to patients"--

Intelligent Information Access

Author : Giuliano Armano
Publisher : Springer Science & Business Media
ISBN 13 : 364213999X
Total Pages : 148 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Intelligent Information Access by : Giuliano Armano

Download or read book Intelligent Information Access written by Giuliano Armano and published by Springer Science & Business Media. This book was released on 2010-06-23 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written from a multidisciplinary perspective, Intelligent Information Access investigates new insights into methods, techniques and technologies for intelligent information access. The chapters are written by participants in the Intelligent Information Access meeting, held in Cagliari, Italy, in December 2008.

Deep Natural Language Processing and AI Applications for Industry 5.0

Author : Tanwar, Poonam
Publisher : IGI Global
ISBN 13 : 1799877302
Total Pages : 240 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Deep Natural Language Processing and AI Applications for Industry 5.0 by : Tanwar, Poonam

Download or read book Deep Natural Language Processing and AI Applications for Industry 5.0 written by Tanwar, Poonam and published by IGI Global. This book was released on 2021-06-25 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: To sustain and stay at the top of the market and give absolute comfort to the consumers, industries are using different strategies and technologies. Natural language processing (NLP) is a technology widely penetrating the market, irrespective of the industry and domains. It is extensively applied in businesses today, and it is the buzzword in every engineer’s life. NLP can be implemented in all those areas where artificial intelligence is applicable either by simplifying the communication process or by refining and analyzing information. Neural machine translation has improved the imitation of professional translations over the years. When applied in neural machine translation, NLP helps educate neural machine networks. This can be used by industries to translate low-impact content including emails, regulatory texts, etc. Such machine translation tools speed up communication with partners while enriching other business interactions. Deep Natural Language Processing and AI Applications for Industry 5.0 provides innovative research on the latest findings, ideas, and applications in fields of interest that fall under the scope of NLP including computational linguistics, deep NLP, web analysis, sentiments analysis for business, and industry perspective. This book covers a wide range of topics such as deep learning, deepfakes, text mining, blockchain technology, and more, making it a crucial text for anyone interested in NLP and artificial intelligence, including academicians, researchers, professionals, industry experts, business analysts, data scientists, data analysts, healthcare system designers, intelligent system designers, practitioners, and students.

Emerging Artificial Intelligence Applications in Computer Engineering

Author : Ilias G. Maglogiannis
Publisher : IOS Press
ISBN 13 : 1586037803
Total Pages : 420 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis Emerging Artificial Intelligence Applications in Computer Engineering by : Ilias G. Maglogiannis

Download or read book Emerging Artificial Intelligence Applications in Computer Engineering written by Ilias G. Maglogiannis and published by IOS Press. This book was released on 2007 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides insights on how computer engineers can implement artificial intelligence (AI) in real world applications. This book presents practical applications of AI.

An Introduction to Neural Information Retrieval

Author : Bhaskar Mitra
Publisher : Foundations and Trends (R) in Information Retrieval
ISBN 13 : 9781680835328
Total Pages : 142 pages
Book Rating : 4.8/5 (353 download)

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Book Synopsis An Introduction to Neural Information Retrieval by : Bhaskar Mitra

Download or read book An Introduction to Neural Information Retrieval written by Bhaskar Mitra and published by Foundations and Trends (R) in Information Retrieval. This book was released on 2018-12-23 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: Efficient Query Processing for Scalable Web Search will be a valuable reference for researchers and developers working on This tutorial provides an accessible, yet comprehensive, overview of the state-of-the-art of Neural Information Retrieval.

Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522551921
Total Pages : 2373 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2018-01-05 with total page 2373 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increased use of technology in modern society, high volumes of multimedia information exists. It is important for businesses, organizations, and individuals to understand how to optimize this data and new methods are emerging for more efficient information management and retrieval. Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications is an innovative reference source for the latest academic material in the field of information and communication technologies and explores how complex information systems interact with and affect one another. Highlighting a range of topics such as knowledge discovery, semantic web, and information resources management, this multi-volume book is ideally designed for researchers, developers, managers, strategic planners, and advanced-level students.

The SMART Retrieval System

Author : Gerard Salton
Publisher : Englewood Cliffs, N.J : Prentice-Hall
ISBN 13 :
Total Pages : 586 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis The SMART Retrieval System by : Gerard Salton

Download or read book The SMART Retrieval System written by Gerard Salton and published by Englewood Cliffs, N.J : Prentice-Hall. This book was released on 1971 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: USA. Compilation of papers on technical aspects of fully automatic computer-based information retrieval systems, with particular reference to the experimental smart information system operated at harvard and cornell universities - covers theoretical developments (incl. System evaluation), language analysis techniques, the evaluation of document analysis methodology, user feedback procedures, etc. Diagrams, references and statistical tables.

Intelligent Information Retrieval

Author : Aslib. Informatics Group
Publisher : London : Aslib
ISBN 13 :
Total Pages : 160 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Intelligent Information Retrieval by : Aslib. Informatics Group

Download or read book Intelligent Information Retrieval written by Aslib. Informatics Group and published by London : Aslib. This book was released on 1983 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent Information Retrieval: The Case of Astronomy and Related Space Sciences

Author : Andre Heck
Publisher : Springer Science & Business Media
ISBN 13 : 0585331103
Total Pages : 213 pages
Book Rating : 4.5/5 (853 download)

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Book Synopsis Intelligent Information Retrieval: The Case of Astronomy and Related Space Sciences by : Andre Heck

Download or read book Intelligent Information Retrieval: The Case of Astronomy and Related Space Sciences written by Andre Heck and published by Springer Science & Business Media. This book was released on 2007-08-20 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent information Retrieval comprehensively surveys scientific information retrieval, which is characterized by growing convergence of information expressed in varying complementary forms of data - textual, numerical, image, and graphics; by the fundamental transformation which the scientific library is currently being subjected to; and by computer networking which as become an essential element of the research fabric. Intelligent Information Retrieval addresses enabling technologies, so-called `wide area network resource discovery tools', and the state of the art in astronomy and other sciences. This work is essential reading for astronomers, scientists in related disciplines, and all those involved in information storage and retrieval.

Natural Language Information Retrieval

Author : T. Strzalkowski
Publisher : Springer Science & Business Media
ISBN 13 : 9401723885
Total Pages : 407 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Natural Language Information Retrieval by : T. Strzalkowski

Download or read book Natural Language Information Retrieval written by T. Strzalkowski and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.