Introduction to Information Retrieval

Introduction to Information Retrieval

PDF Introduction to Information Retrieval Download

  • Author: Christopher D. Manning
  • Publisher: Cambridge University Press
  • ISBN: 1139472100
  • Category : Computers
  • Languages : en
  • Pages :

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

Search Engines

PDF Search Engines Download

  • Author: Bruce Croft
  • Publisher: Pearson Higher Ed
  • ISBN: 0133001598
  • Category : Computers
  • Languages : en
  • Pages : 547

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

Modern Information Retrieval

PDF Modern Information Retrieval Download

  • Author: Yates
  • Publisher: Pearson Education India
  • ISBN: 9788131709771
  • Category :
  • Languages : en
  • Pages : 540


Information Retrieval

Information Retrieval

PDF Information Retrieval Download

  • Author: Stefan Buttcher
  • Publisher: MIT Press
  • ISBN: 0262528878
  • Category : Computers
  • Languages : en
  • Pages : 633

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

Information Retrieval for Music and Motion

PDF Information Retrieval for Music and Motion Download

  • Author: Meinard Müller
  • Publisher: Springer Science & Business Media
  • ISBN: 3540740481
  • Category : Computers
  • Languages : en
  • Pages : 319

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.


Information Retrieval: Uncertainty and Logics

Information Retrieval: Uncertainty and Logics

PDF Information Retrieval: Uncertainty and Logics Download

  • Author: Fabio Crestani
  • Publisher: Springer Science & Business Media
  • ISBN: 9780792383024
  • Category : Computers
  • Languages : en
  • Pages : 362

A collection of papers proposing, developing, and implementing logical IR models. After an introductory chapter on non-classical logic as the appropriate formalism with which to build IR models, papers are divided into groups on three approaches: logical models, uncertainty models, and meta-models. Topics include preferential models of query by navigation, a logic for multimedia information retrieval, logical imaging and probabilistic information retrieval, and an axiomatic aboutness theory for information retrieval. Can be used as a text for a graduate course on information retrieval or database systems, and as a reference for researchers and practitioners in industry. Annotation copyrighted by Book News, Inc., Portland, OR


Information Retrieval

Information Retrieval

PDF Information Retrieval Download

  • Author: William Hersh
  • Publisher: Springer Science & Business Media
  • ISBN: 0387226788
  • Category : Medical
  • Languages : en
  • Pages : 524

Coupled with the growth of the World Wide Web, the topic of health information retrieval has had a tremendous impact on consumer health information. With the aid of newly added questions and discussions at the end of each chapter, this Second Edition covers theory practical applications, evaluation, and research directions of all aspects of medical information retireval systems.


Methods for Evaluating Interactive Information Retrieval Systems with Users

Methods for Evaluating Interactive Information Retrieval Systems with Users

PDF Methods for Evaluating Interactive Information Retrieval Systems with Users Download

  • Author: Diane Kelly
  • Publisher: Now Publishers Inc
  • ISBN: 1601982240
  • Category : Database management
  • Languages : en
  • Pages : 246

Provides an overview and instruction on the evaluation of interactive information retrieval systems with users.


Evaluating Information Retrieval and Access Tasks

Evaluating Information Retrieval and Access Tasks

PDF Evaluating Information Retrieval and Access Tasks Download

  • Author: Tetsuya Sakai
  • Publisher: Springer Nature
  • ISBN: 9811555540
  • Category : Information retrieval
  • Languages : en
  • Pages : 225

This open access book summarizes the first two decades of the NII Testbeds and Community for Information access Research (NTCIR). NTCIR is a series of evaluation forums run by a global team of researchers and hosted by the National Institute of Informatics (NII), Japan. The book is unique in that it discusses not just what was done at NTCIR, but also how it was done and the impact it has achieved. For example, in some chapters the reader sees the early seeds of what eventually grew to be the search engines that provide access to content on the World Wide Web, todays smartphones that can tailor what they show to the needs of their owners, and the smart speakers that enrich our lives at home and on the move. We also get glimpses into how new search engines can be built for mathematical formulae, or for the digital record of a lived human life. Key to the success of the NTCIR endeavor was early recognition that information access research is an empirical discipline and that evaluation therefore lay at the core of the enterprise. Evaluation is thus at the heart of each chapter in this book. They show, for example, how the recognition that some documents are more important than others has shaped thinking about evaluation design. The thirty-three contributors to this volume speak for the many hundreds of researchers from dozens of countries around the world who together shaped NTCIR as organizers and participants. This book is suitable for researchers, practitioners, and students--anyone who wants to learn about past and present evaluation efforts in information retrieval, information access, and natural language processing, as well as those who want to participate in an evaluation task or even to design and organize one.


Information Storage and Retrieval Systems

Information Storage and Retrieval Systems

PDF Information Storage and Retrieval Systems Download

  • Author: Gerald J. Kowalski
  • Publisher: Springer Science & Business Media
  • ISBN: 0306470314
  • Category : Computers
  • Languages : en
  • Pages : 323

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.