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Introduction to Information Retrieval

2008-07-07 Computers
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Release : 2008-07-07
Genre : Computers
Kind : eBook
Book Rating : 100/5 ( reviews)

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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. This book was released on 2008-07-07. 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.

Search Engines

2011-11-21 Computers
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Release : 2011-11-21
Genre : Computers
Kind : eBook
Book Rating : 598/5 ( reviews)

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Book Synopsis Search Engines by : Bruce Croft

Download or read book Search Engines written by Bruce Croft. This book was released on 2011-11-21. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Search Engines: Information Retrieval in Practice is ideal for introductory information retrieval courses at the undergraduate and graduate level in computer science, information science and computer engineering departments. It is also a valuable tool for search engine and information retrieval professionals. Written by a leader in the field of information retrieval, Search Engines: Information Retrieval in Practice , is designed to give undergraduate students the understanding and tools they need to evaluate, compare and modify search engines. Coverage of the underlying IR and mathematical models reinforce key concepts. The book’s numerous programming exercises make extensive use of Galago, a Java-based open source search engine.

Modern Information Retrieval

1999-09
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Release : 1999-09
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Kind : eBook
Book Rating : 771/5 ( reviews)

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Book Synopsis Modern Information Retrieval by : Yates

Download or read book Modern Information Retrieval written by Yates. This book was released on 1999-09. Available in PDF, EPUB and Kindle. Book excerpt:

Information Retrieval

2016-02-12 Computers
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Release : 2016-02-12
Genre : Computers
Kind : eBook
Book Rating : 878/5 ( reviews)

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Book Synopsis Information Retrieval by : Stefan Buttcher

Download or read book Information Retrieval written by Stefan Buttcher. This book was released on 2016-02-12. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to information retrieval, the foundation for modern search engines, that emphasizes implementation and experimentation. Information retrieval is the foundation for modern search engines. This textbook offers an introduction to the core topics underlying modern search technologies, including algorithms, data structures, indexing, retrieval, and evaluation. The emphasis is on implementation and experimentation; each chapter includes exercises and suggestions for student projects. Wumpus—a multiuser open-source information retrieval system developed by one of the authors and available online—provides model implementations and a basis for student work. The modular structure of the book allows instructors to use it in a variety of graduate-level courses, including courses taught from a database systems perspective, traditional information retrieval courses with a focus on IR theory, and courses covering the basics of Web retrieval. In addition to its classroom use, Information Retrieval will be a valuable reference for professionals in computer science, computer engineering, and software engineering.

Information Retrieval for Music and Motion

2007-09-09 Computers
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Release : 2007-09-09
Genre : Computers
Kind : eBook
Book Rating : 481/5 ( reviews)

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Book Synopsis Information Retrieval for Music and Motion by : Meinard Müller

Download or read book Information Retrieval for Music and Motion written by Meinard Müller. This book was released on 2007-09-09. Available in PDF, EPUB and Kindle. Book excerpt: Content-based multimedia retrieval is a challenging research field with many unsolved problems. This monograph details concepts and algorithms for robust and efficient information retrieval of two different types of multimedia data: waveform-based music data and human motion data. It first examines several approaches in music information retrieval, in particular general strategies as well as efficient algorithms. The book then introduces a general and unified framework for motion analysis, retrieval, and classification, highlighting the design of suitable features, the notion of similarity used to compare data streams, and data organization.

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