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Design And Implementation Of An Information Retrieval System For Academic Publications
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Book Synopsis Design and Implementation of an Information Retrieval System for Academic Publications by : Jason Chhay
Download or read book Design and Implementation of an Information Retrieval System for Academic Publications written by Jason Chhay and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis outlines the design and implementation for a web-based information retrieval system specifically for academic journals and publications. More specifically, this thesis will focus on improving and sustaining the existing infrastructure of CiteSeerX, hosted by the Penn State College of Information Sciences and Technology. The current implementation of CiteSeerX is analyzed from the process of document crawling, information extraction and ingestion, document indexing, and a web-based search interface face. A selection of new potential features is implemented and prototyped through COVIDSeer, a small-scale search interface built on the CORD-19 dataset to assist the global COVID-19 pandemic research effort. These features are then transferred into a prototype for a future iteration of CiteSeerX that incorporates modern programming languages and frameworks for more efficient querying and a more maintainable codebase. This thesis should also serve to highlight the design and implementation challenges of COVIDSeer and the new system to assist in future work with developing similar search engines for academic publications.
Book Synopsis The Design and Implementation of an Information Retrieval System by : Basil Dondnikoff
Download or read book The Design and Implementation of an Information Retrieval System written by Basil Dondnikoff and published by . This book was released on 1967 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Information Retrieval by : Stefan Büttcher
Download or read book Information Retrieval written by Stefan Büttcher and published by MIT Press. This book was released on 2010-07-23 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to information retrieval, the foundation for modern search engines, that emphasizes implementation and experimentation.
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.
Book Synopsis Design and Implementation of a Technical Information Retrieval System by : Basil Doudnikoff
Download or read book Design and Implementation of a Technical Information Retrieval System written by Basil Doudnikoff and published by . This book was released on 1964 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Design and Implementation of a Retrieval Component for an Intelligent Information Retrieval System by : Mustapha Abbas Sarji
Download or read book Design and Implementation of a Retrieval Component for an Intelligent Information Retrieval System written by Mustapha Abbas Sarji and published by . This book was released on 1988 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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.
Book Synopsis Design and Implementation of a Management Information Retrieval System for a College Admissions Office by : Edward J. Hetzelson
Download or read book Design and Implementation of a Management Information Retrieval System for a College Admissions Office written by Edward J. Hetzelson and published by . This book was released on 1974 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book NBS Special Publication written by and published by . This book was released on 1968 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Design & Implementation of an Xml Based Information Retrieval System by : Yili Wang
Download or read book Design & Implementation of an Xml Based Information Retrieval System written by Yili Wang and published by . This book was released on 1999 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Information Retrieval Architecture and Algorithms by : Gerald Kowalski
Download or read book Information Retrieval Architecture and Algorithms written by Gerald Kowalski and published by Springer Science & Business Media. This book was released on 2010-12-01 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text presents a theoretical and practical examination of the latest developments in Information Retrieval and their application to existing systems. By starting with a functional discussion of what is needed for an information system, the reader can grasp the scope of information retrieval problems and discover the tools to resolve them. The book takes a system approach to explore every functional processing step in a system from ingest of an item to be indexed to displaying results, showing how implementation decisions add to the information retrieval goal, and thus providing the user with the needed outcome, while minimizing their resources to obtain those results. The text stresses the current migration of information retrieval from just textual to multimedia, expounding upon multimedia search, retrieval and display, as well as classic and new textual techniques. It also introduces developments in hardware, and more importantly, search architectures, such as those introduced by Google, in order to approach scalability issues. About this textbook: A first course text for advanced level courses, providing a survey of information retrieval system theory and architecture, complete with challenging exercises Approaches information retrieval from a practical systems view in order for the reader to grasp both scope and solutions Features what is achievable using existing technologies and investigates what deficiencies warrant additional exploration
Book Synopsis Understanding Information Retrieval Systems by : Marcia J. Bates
Download or read book Understanding Information Retrieval Systems written by Marcia J. Bates and published by CRC Press. This book was released on 2011-12-20 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: In order to be effective for their users, information retrieval (IR) systems should be adapted to the specific needs of particular environments. The huge and growing array of types of information retrieval systems in use today is on display in Understanding Information Retrieval Systems: Management, Types, and Standards, which addresses over 20 typ
Book Synopsis The Design and Implementation of a Technical Article Retrieval System on Two Database Management Systems by : Sunee Asavajaru
Download or read book The Design and Implementation of a Technical Article Retrieval System on Two Database Management Systems written by Sunee Asavajaru and published by . This book was released on 1979 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Design and Implementation of an Information Retrieval System by : Dale L. Brooks
Download or read book Design and Implementation of an Information Retrieval System written by Dale L. Brooks and published by . This book was released on 1992 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The availability of high capacity disk drives and optical disks allows users to store enormous amounts of textual information on line. Information retrieval systems provide users with a way to manage and retrieve this information quickly and efficiently. This project explores various text retrieval methods and techniques. It also presents the design and implementation of a complete Information Retrieval System that can be used in the NCC Library to store and retrieve documents. The design includes the use of B-tree access methods, Query Processing, File Compression Techniques, and Interface design strategies. The IBASE (information database) program developed in this project includes the following features: document insertion, document removal, and database reorganization. Advanced features include boolean queries, document browsing, and a graphical user interface. The project design also includes support for future enhancements, such as concurrency, parallel processing and additional guidelines for improvements in search performance."--Author's abstract.
Book Synopsis Design and Implementation of a Table Driven Information Storage and Retrieval System by : Joseph Dale Smith
Download or read book Design and Implementation of a Table Driven Information Storage and Retrieval System written by Joseph Dale Smith and published by . This book was released on 1972 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Web Information Retrieval by : Stefano Ceri
Download or read book Web Information Retrieval written by Stefano Ceri and published by Springer Science & Business Media. This book was released on 2013-08-30 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the proliferation of huge amounts of (heterogeneous) data on the Web, the importance of information retrieval (IR) has grown considerably over the last few years. Big players in the computer industry, such as Google, Microsoft and Yahoo!, are the primary contributors of technology for fast access to Web-based information; and searching capabilities are now integrated into most information systems, ranging from business management software and customer relationship systems to social networks and mobile phone applications. Ceri and his co-authors aim at taking their readers from the foundations of modern information retrieval to the most advanced challenges of Web IR. To this end, their book is divided into three parts. The first part addresses the principles of IR and provides a systematic and compact description of basic information retrieval techniques (including binary, vector space and probabilistic models as well as natural language search processing) before focusing on its application to the Web. Part two addresses the foundational aspects of Web IR by discussing the general architecture of search engines (with a focus on the crawling and indexing processes), describing link analysis methods (specifically Page Rank and HITS), addressing recommendation and diversification, and finally presenting advertising in search (the main source of revenues for search engines). The third and final part describes advanced aspects of Web search, each chapter providing a self-contained, up-to-date survey on current Web research directions. Topics in this part include meta-search and multi-domain search, semantic search, search in the context of multimedia data, and crowd search. The book is ideally suited to courses on information retrieval, as it covers all Web-independent foundational aspects. Its presentation is self-contained and does not require prior background knowledge. It can also be used in the context of classic courses on data management, allowing the instructor to cover both structured and unstructured data in various formats. Its classroom use is facilitated by a set of slides, which can be downloaded from www.search-computing.org.
Author :Management Association, Information Resources Publisher :IGI Global ISBN 13 :1522551921 Total Pages :2373 pages Book Rating :4.5/5 (225 download)
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.
