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Author : Michael Hugh Miller
Publisher :
ISBN 13 :
Total Pages : 200 pages
Book Rating : 4.:/5 (858 download)
Download or read book Applying Local Latent Semantic Indexing for Information Retrieval Visualization written by Michael Hugh Miller and published by . This book was released on 1997 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jin Zhang
Publisher : Springer Science & Business Media
ISBN 13 : 3540751483
Total Pages : 300 pages
Book Rating : 4.5/5 (47 download)
Download or read book Visualization for Information Retrieval written by Jin Zhang and published by Springer Science & Business Media. This book was released on 2007-11-24 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information visualization offers a way to reveal hidden patterns in a visual presentation and allows users to seek information from a visual perspective. Readers of this book will gain an in-depth understanding of the current state of information retrieval visualization. They will be introduced to existing problems along with technical and theoretical findings. The book also provides practical details for the implementation of an information retrieval visualization system.
Author :
Publisher : Elsevier
ISBN 13 : 0080459404
Total Pages : 660 pages
Book Rating : 4.0/5 (84 download)
Download or read book Data Mining and Data Visualization written by and published by Elsevier. This book was released on 2005-05-02 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining and Data Visualization focuses on dealing with large-scale data, a field commonly referred to as data mining. The book is divided into three sections. The first deals with an introduction to statistical aspects of data mining and machine learning and includes applications to text analysis, computer intrusion detection, and hiding of information in digital files. The second section focuses on a variety of statistical methodologies that have proven to be effective in data mining applications. These include clustering, classification, multivariate density estimation, tree-based methods, pattern recognition, outlier detection, genetic algorithms, and dimensionality reduction. The third section focuses on data visualization and covers issues of visualization of high-dimensional data, novel graphical techniques with a focus on human factors, interactive graphics, and data visualization using virtual reality. This book represents a thorough cross section of internationally renowned thinkers who are inventing methods for dealing with a new data paradigm. - Distinguished contributors who are international experts in aspects of data mining - Includes data mining approaches to non-numerical data mining including text data, Internet traffic data, and geographic data - Highly topical discussions reflecting current thinking on contemporary technical issues, e.g. streaming data - Discusses taxonomy of dataset sizes, computational complexity, and scalability usually ignored in most discussions - Thorough discussion of data visualization issues blending statistical, human factors, and computational insights
Author : Todd A. Letsche
Publisher :
ISBN 13 :
Total Pages : 194 pages
Book Rating : 4.:/5 (38 download)
Download or read book Toward Large-scale Information Retrieval Using Latent Semantic Indexing written by Todd A. Letsche and published by . This book was released on 1996 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Dian Irene Witter
Publisher :
ISBN 13 :
Total Pages : 166 pages
Book Rating : 4.:/5 (415 download)
Download or read book Downdating the Latent Semantic Indexing Model for Information Retrieval written by Dian Irene Witter and published by . This book was released on 1997 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jerome R. Bellegarda
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1598291041
Total Pages : 113 pages
Book Rating : 4.5/5 (982 download)
Download or read book Latent Semantic Mapping written by Jerome R. Bellegarda and published by Morgan & Claypool Publishers. This book was released on 2007 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: In information retrieval, Latent Semantic Mapping enables retrieval on the basis of conceptual content instead of merely matching words between queries and documents. It operates under the assumption that there is some latent semantic structure in the data, which is partially obscured by the randomness of word choice with respect to retrieval. Algebraic and/or statistical techniques are brought to bear to estimate this structure and get rid of the obscuring "noise." This results in a parsimonious continuous parameter description of words and documents, which then replaces the original parameterization in indexing and retrieval.This monograph gives a general overview of the framework and underscores the multi-faceted benefits it can bring to a number of problems in natural language understanding and spoken language processing. It concludes with a discussion of the inherent trade-offs associated with the approach and some perspectives on its general applicability to unsupervised information extraction.
Author : Shih-Hao Li
Publisher :
ISBN 13 :
Total Pages : 210 pages
Book Rating : 4.:/5 (384 download)
Download or read book Internet Resource Discovery written by Shih-Hao Li and published by . This book was released on 1996 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Thomas K. Landauer
Publisher : Psychology Press
ISBN 13 : 1135603286
Total Pages : 545 pages
Book Rating : 4.1/5 (356 download)
Download or read book Handbook of Latent Semantic Analysis written by Thomas K. Landauer and published by Psychology Press. This book was released on 2007-02-15 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Latent Semantic Analysis is the authoritative reference for the theory behind Latent Semantic Analysis (LSA), a burgeoning mathematical method used to analyze how words make meaning, with the desired outcome to program machines to understand human commands via natural language rather than strict programming protocols. The first book
Author : Source Wikipedia
Publisher : University-Press.org
ISBN 13 : 9781230601526
Total Pages : 122 pages
Book Rating : 4.6/5 (15 download)
Download or read book Information Retrieval written by Source Wikipedia and published by University-Press.org. This book was released on 2013-09 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. Pages: 120. Chapters: Search engine, Key Word in Context, Index, Stemming, Latent semantic indexing, Web search engine, Concept Search, Learning to rank, URL redirection, Question answering, Latent semantic analysis, ZyLAB Technologies, Tag, Nearest neighbor search, Legal information retrieval, Collaborative search engine, Precision and recall, Cluster labeling, Collaborative filtering, Human-computer information retrieval, Expertise finding, Subject indexing, Full text search, Figaro Systems, Jumper 2.0, Statistical semantics, Web query classification, SimRank, Faceted search, Scientific data archiving, Relevance, Exploratory search, Information Retrieval Facility, Search engine technology, Tf-idf, Multi-document summarization, Enterprise search, Fuzzy retrieval, Knowledge tags, Vector space model, Text Retrieval Conference, Federated search, Natural language user interface, Rocchio Classification, Extended Boolean model, Relevance feedback, International Society for Music Information Retrieval, Greenpilot, Discounted cumulative gain, XML-Retrieval, Globrix, Search-based application, Proximity search, Query expansion, Noisy text analytics, Web search query, Isearch, Compound term processing, Bioinformatic Harvester, European Summer School in Information Retrieval, Coveo, EXCLAIM, Information needs, Cognitive models of information retrieval, Binary Independence Model, DtSearch Corp., National Centre for Text Mining, Web harvesting, Ordered Weighted Averaging Aggregation Operators, Open domain question answering, Document retrieval, Negative search, Semantic technology, Personalized search, MAREC, Uncertain inference, Fisher kernel, Anchor text, 30 Digits, Decision engine, Matthews correlation coefficient, Datanet, Harvester42, Cosine similarity, Instant indexing, European Conference on Information Retrieval, ChemRefer, Concept...
Author : Amy Thomason Shippy
Publisher :
ISBN 13 :
Total Pages : 120 pages
Book Rating : 4.:/5 (335 download)
Download or read book An Analysis of the Latent Semantic Indexing Retrieval System written by Amy Thomason Shippy and published by . This book was released on 1995 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Khosrow-Pour, Mehdi
Publisher : IGI Global
ISBN 13 : 1466658894
Total Pages : 7972 pages
Book Rating : 4.4/5 (666 download)
Download or read book Encyclopedia of Information Science and Technology, Third Edition written by Khosrow-Pour, Mehdi and published by IGI Global. This book was released on 2014-07-31 with total page 7972 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This 10-volume compilation of authoritative, research-based articles contributed by thousands of researchers and experts from all over the world emphasized modern issues and the presentation of potential opportunities, prospective solutions, and future directions in the field of information science and technology"--Provided by publisher.
Author : Christopher D. Manning
Publisher : Cambridge University Press
ISBN 13 : 1139472100
Total Pages : pages
Book Rating : 4.1/5 (394 download)
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.
Author : Brian Theodore Bartell
Publisher :
ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.:/5 (318 download)
Download or read book Multidimensional Scaling and the Optimality of Latent Semantic Indexing written by Brian Theodore Bartell and published by . This book was released on 1991 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 :
Total Pages : 12 pages
Book Rating : 4.:/5 (684 download)
Download or read book On Updating Problems in Latent Semantic Indexing written by and published by . This book was released on 1997 with total page 12 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors develop new SVD-updating algorithms for three types of updating problems arising from Latent Semantic Indexing (LSI) for information retrieval to deal with rapidly changing text document collections. They also provide theoretical justification for using a reduced-dimension representation of the original document collection in the updating process. Numerical experiments using several standard text document collections show that the new algorithms give higher (interpolated) average precisions than the existing algorithms and the retrieval accuracy is comparable to that obtained using the complete document collection.
Author : Djamel A. Zighed
Publisher : Springer
ISBN 13 : 3540880674
Total Pages : 300 pages
Book Rating : 4.5/5 (48 download)
Download or read book Mining Complex Data written by Djamel A. Zighed and published by Springer. This book was released on 2008-10-10 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g. structuring and organizing) to the visualization and interpretation (e.g. sorting or filtering) of the results, via the data mining methods themselves (e.g. classification, clustering, frequent patterns extraction, etc.). The papers presented here are selected from the workshop papers held yearly since 2006.
Author : Christos H. Papadimitriou
Publisher :
ISBN 13 :
Total Pages : 6 pages
Book Rating : 4.:/5 (246 download)
Download or read book Latent Semantic Indexing written by Christos H. Papadimitriou and published by . This book was released on 1998 with total page 6 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 :
Total Pages : 416 pages
Book Rating : 4.3/5 (91 download)
Download or read book Visualization and Data Analysis written by and published by . This book was released on 2006 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt:
