Advances in Digital Document Processing and Retrieval

Advances in Digital Document Processing and Retrieval

Author: Bidyut Baran Chaudhuri

Publisher: World Scientific

Published: 2013-11-20

Total Pages: 336

ISBN-13: 9814583898

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From the participation of researchers in most important international conferences in the field, it is noted that activities in automatic document processing have been continuously growing. This book is an edited volume in Digital Document Processing where the chapters are written by several internationally renowned researchers in the domain. It will be useful for both students and researchers working on various aspects of document image analysis and recognition problems. It contains chapters on topics that are not covered by any textbook, but are more futuristic like “Going beyond the Myth of Paperlessness”, or interesting application areas like “The Role of Document Image Analysis in Trustworthy Elections” as well as “Word Recognition for Museum Index Cards with SNT-Grid”. Persons developing document analysis software for industry may also find the chapters useful and attractive. The language of the chapters is simple and clear, along with drawings/diagrams wherever necessary. An adequate number of references are given at the end of each chapter. Overall, the book is highly readable and will be an asset to the community. Renowned contributors include George Nagy, Hiromichi Fujisawa, F Kimura, D Lopresti, Chew Lim Tan, S Uchida, Thierry Paquet, Laurent Heutte, V Govindaraju, R Manmatha. Contents:Document Image Analysis Using Markovian Models: Application to Historical Documents (S Nicolas, T Paquet and L Heutte)Information Just-in-Time: Going Beyond the Myth of Paperlessness (H Fujisawa, H Ikeda, N Furukawa, K Konishi and S Nakagami)The Role of Document Image Analysis in Trustworthy Elections (G Nagy and D Lopresti)Information Retrieval from Document Image Databases (S Lu and C L Tan)Indexing and Retrieval of Handwritten Documents (H Cao and V Govindaraju)Comprehensive Check Image Reader (M Shridhar, G F Houle, R Bakker and F Kimura)Statistical Deformation Model for Handwritten Character Recognition (S Uchida)Robust Word Recognition for Museum Index Cards with the SNT-Grid (S M Lucas and A Foullon-Pérez)Historical Handwritten Document Recognition (S L Feng and R Manmatha)Statistical Modeling of Document Appearance (P Sarkar)Reverse-Engineering of PDF Files (R Ingold, J-L Bloechle and M Rigamonti)Recognition of Bangla Handwriting: Current Status and Future Directions (U Bhattacharya, S K Parui and B B Chaudhuri) Readership: Engineers & technologists, statisticians, mathematicians and librarians. Keywords:Document Analysis;Document Indexing;Document Retrieval;Handwriting Recognition;Character Recognition;Word Recognition;OCR


Book Synopsis Advances in Digital Document Processing and Retrieval by : Bidyut Baran Chaudhuri

Download or read book Advances in Digital Document Processing and Retrieval written by Bidyut Baran Chaudhuri and published by World Scientific. This book was released on 2013-11-20 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the participation of researchers in most important international conferences in the field, it is noted that activities in automatic document processing have been continuously growing. This book is an edited volume in Digital Document Processing where the chapters are written by several internationally renowned researchers in the domain. It will be useful for both students and researchers working on various aspects of document image analysis and recognition problems. It contains chapters on topics that are not covered by any textbook, but are more futuristic like “Going beyond the Myth of Paperlessness”, or interesting application areas like “The Role of Document Image Analysis in Trustworthy Elections” as well as “Word Recognition for Museum Index Cards with SNT-Grid”. Persons developing document analysis software for industry may also find the chapters useful and attractive. The language of the chapters is simple and clear, along with drawings/diagrams wherever necessary. An adequate number of references are given at the end of each chapter. Overall, the book is highly readable and will be an asset to the community. Renowned contributors include George Nagy, Hiromichi Fujisawa, F Kimura, D Lopresti, Chew Lim Tan, S Uchida, Thierry Paquet, Laurent Heutte, V Govindaraju, R Manmatha. Contents:Document Image Analysis Using Markovian Models: Application to Historical Documents (S Nicolas, T Paquet and L Heutte)Information Just-in-Time: Going Beyond the Myth of Paperlessness (H Fujisawa, H Ikeda, N Furukawa, K Konishi and S Nakagami)The Role of Document Image Analysis in Trustworthy Elections (G Nagy and D Lopresti)Information Retrieval from Document Image Databases (S Lu and C L Tan)Indexing and Retrieval of Handwritten Documents (H Cao and V Govindaraju)Comprehensive Check Image Reader (M Shridhar, G F Houle, R Bakker and F Kimura)Statistical Deformation Model for Handwritten Character Recognition (S Uchida)Robust Word Recognition for Museum Index Cards with the SNT-Grid (S M Lucas and A Foullon-Pérez)Historical Handwritten Document Recognition (S L Feng and R Manmatha)Statistical Modeling of Document Appearance (P Sarkar)Reverse-Engineering of PDF Files (R Ingold, J-L Bloechle and M Rigamonti)Recognition of Bangla Handwriting: Current Status and Future Directions (U Bhattacharya, S K Parui and B B Chaudhuri) Readership: Engineers & technologists, statisticians, mathematicians and librarians. Keywords:Document Analysis;Document Indexing;Document Retrieval;Handwriting Recognition;Character Recognition;Word Recognition;OCR

Digital Document Processing

Digital Document Processing

Author: Bidyut B. Chaudhuri

Publisher: Springer Science & Business Media

Published: 2007-03-13

Total Pages: 473

ISBN-13: 184628726X

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This book brings all the major and frontier topics in the field of document analysis together into a single volume, creating a unique reference source that will be invaluable to a large audience of researchers, lecturers and students working in this field. With chapters written by some of the most distinguished researchers active in this field, this book addresses recent advances in digital document processing research and development.


Book Synopsis Digital Document Processing by : Bidyut B. Chaudhuri

Download or read book Digital Document Processing written by Bidyut B. Chaudhuri and published by Springer Science & Business Media. This book was released on 2007-03-13 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings all the major and frontier topics in the field of document analysis together into a single volume, creating a unique reference source that will be invaluable to a large audience of researchers, lecturers and students working in this field. With chapters written by some of the most distinguished researchers active in this field, this book addresses recent advances in digital document processing research and development.

Automatic Digital Document Processing and Management

Automatic Digital Document Processing and Management

Author: Stefano Ferilli

Publisher: Springer Science & Business Media

Published: 2011-01-03

Total Pages: 313

ISBN-13: 085729198X

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This text reviews the issues involved in handling and processing digital documents. Examining the full range of a document’s lifetime, the book covers acquisition, representation, security, pre-processing, layout analysis, understanding, analysis of single components, information extraction, filing, indexing and retrieval. Features: provides a list of acronyms and a glossary of technical terms; contains appendices covering key concepts in machine learning, and providing a case study on building an intelligent system for digital document and library management; discusses issues of security, and legal aspects of digital documents; examines core issues of document image analysis, and image processing techniques of particular relevance to digitized documents; reviews the resources available for natural language processing, in addition to techniques of linguistic analysis for content handling; investigates methods for extracting and retrieving data/information from a document.


Book Synopsis Automatic Digital Document Processing and Management by : Stefano Ferilli

Download or read book Automatic Digital Document Processing and Management written by Stefano Ferilli and published by Springer Science & Business Media. This book was released on 2011-01-03 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text reviews the issues involved in handling and processing digital documents. Examining the full range of a document’s lifetime, the book covers acquisition, representation, security, pre-processing, layout analysis, understanding, analysis of single components, information extraction, filing, indexing and retrieval. Features: provides a list of acronyms and a glossary of technical terms; contains appendices covering key concepts in machine learning, and providing a case study on building an intelligent system for digital document and library management; discusses issues of security, and legal aspects of digital documents; examines core issues of document image analysis, and image processing techniques of particular relevance to digitized documents; reviews the resources available for natural language processing, in addition to techniques of linguistic analysis for content handling; investigates methods for extracting and retrieving data/information from a document.

Statistical Paradigms

Statistical Paradigms

Author: Ashis SenGupta

Publisher: World Scientific

Published: 2014-10-03

Total Pages: 308

ISBN-13: 9814644110

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This volume consists of a collection of research articles on classical and emerging Statistical Paradigms — parametric, non-parametric and semi-parametric, frequentist and Bayesian — encompassing both theoretical advances and emerging applications in a variety of scientific disciplines. For advances in theory, the topics include: Bayesian Inference, Directional Data Analysis, Distribution Theory, Econometrics and Multiple Testing Procedures. The areas in emerging applications include: Bioinformatics, Factorial Experiments and Linear Models, Hotspot Geoinformatics and Reliability. Contents:Reviews:Weak Paradoxes and Paradigms (Jayanta K Ghosh)Nonparametrics in Modern Interdisciplinary Research: Some Perspectives and Prospectives (Pranab K Sen)Parametric:Bounds on Distributions Involving Partial, Marginal and Conditional Information: The Consequences of Incomplete Prior Specification (Barry C Arnold)Stepdown Procedures Controlling a Generalized False Discovery Rate (Wenge Guo and Sanat K Sarkar)On Confidence Intervals for Expected Response in 2n Factorial Experiments with Exponentially Distributed Response Variables (H V Kulkarni and S C Patil)Predictive Influence of Variables in a Linear Regression Model when the Moment Matrix is Singular (Md Nurul Haque Mollah and S K Bhattacharjee)New Wrapped Distributions — Goodness of Fit (A V Dattatreya Rao, I Ramabhadra Sarma and S V S Girija)Semi-Parametric:Non-Stationary Samples and Meta-Distribution (Dominique Guégan)MDL Model Selection Criterion for Mixed Models with an Application to Spline Smoothing (Antti Liski and Erkki P Liski)Digital Governance and Hotspot Geoinformatics with Continuous Fractional Response (G P Patil, S W Joshi and R E Koli)Bayesian Curve Registration of Functional Data (Z Zhong, A Majumdar and R L Eubank)Non-Parametric & Probability:Nonparametric Estimation in a One-Way Error Component Model: A Monte Carlo Analysis (Daniel J Henderson and Aman Ullah)GERT Analysis of Consecutive-k Systems: An Overview (Kanwar Sen, Manju Agarwal and Pooja Mohan)Moment Bounds for Strong-Mixing Processes with Applications (Ratan Dasgupta) Readership: Researchers, professionals and advanced students working on Bayesian and frequentist approaches to statistical modeling and on interfaces for both theory and applications. Key Features:A scholarly and motivating review of non-parametric methods by P K Sen, winner of the Wilks Medal in 2010Discussion of paradoxes of the frequentist and Bayesian paradigms, related counterexamples, and their implicationsStands out in terms of the width and depthKeywords:Bayesian Inference;Design of Experiments;Econometrics;Hotspot Geoinformatics;Linear Models and Regression Analysis;Multiple Testing Procedures;Probability Distributions for Linear and Directional Data;Reliability


Book Synopsis Statistical Paradigms by : Ashis SenGupta

Download or read book Statistical Paradigms written by Ashis SenGupta and published by World Scientific. This book was released on 2014-10-03 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume consists of a collection of research articles on classical and emerging Statistical Paradigms — parametric, non-parametric and semi-parametric, frequentist and Bayesian — encompassing both theoretical advances and emerging applications in a variety of scientific disciplines. For advances in theory, the topics include: Bayesian Inference, Directional Data Analysis, Distribution Theory, Econometrics and Multiple Testing Procedures. The areas in emerging applications include: Bioinformatics, Factorial Experiments and Linear Models, Hotspot Geoinformatics and Reliability. Contents:Reviews:Weak Paradoxes and Paradigms (Jayanta K Ghosh)Nonparametrics in Modern Interdisciplinary Research: Some Perspectives and Prospectives (Pranab K Sen)Parametric:Bounds on Distributions Involving Partial, Marginal and Conditional Information: The Consequences of Incomplete Prior Specification (Barry C Arnold)Stepdown Procedures Controlling a Generalized False Discovery Rate (Wenge Guo and Sanat K Sarkar)On Confidence Intervals for Expected Response in 2n Factorial Experiments with Exponentially Distributed Response Variables (H V Kulkarni and S C Patil)Predictive Influence of Variables in a Linear Regression Model when the Moment Matrix is Singular (Md Nurul Haque Mollah and S K Bhattacharjee)New Wrapped Distributions — Goodness of Fit (A V Dattatreya Rao, I Ramabhadra Sarma and S V S Girija)Semi-Parametric:Non-Stationary Samples and Meta-Distribution (Dominique Guégan)MDL Model Selection Criterion for Mixed Models with an Application to Spline Smoothing (Antti Liski and Erkki P Liski)Digital Governance and Hotspot Geoinformatics with Continuous Fractional Response (G P Patil, S W Joshi and R E Koli)Bayesian Curve Registration of Functional Data (Z Zhong, A Majumdar and R L Eubank)Non-Parametric & Probability:Nonparametric Estimation in a One-Way Error Component Model: A Monte Carlo Analysis (Daniel J Henderson and Aman Ullah)GERT Analysis of Consecutive-k Systems: An Overview (Kanwar Sen, Manju Agarwal and Pooja Mohan)Moment Bounds for Strong-Mixing Processes with Applications (Ratan Dasgupta) Readership: Researchers, professionals and advanced students working on Bayesian and frequentist approaches to statistical modeling and on interfaces for both theory and applications. Key Features:A scholarly and motivating review of non-parametric methods by P K Sen, winner of the Wilks Medal in 2010Discussion of paradoxes of the frequentist and Bayesian paradigms, related counterexamples, and their implicationsStands out in terms of the width and depthKeywords:Bayesian Inference;Design of Experiments;Econometrics;Hotspot Geoinformatics;Linear Models and Regression Analysis;Multiple Testing Procedures;Probability Distributions for Linear and Directional Data;Reliability

Advances in XML Information Retrieval

Advances in XML Information Retrieval

Author: Initiative for the Evaluation of XML Retrieval (Project). International Workshop

Publisher: Springer Science & Business Media

Published: 2005-06

Total Pages: 448

ISBN-13: 3540261664

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This book constitutes the thoroughly refereed post-proceedings of the Third International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004, held in Dagstuhl Castle, Germany in December 2004. The 33 revised full papers presented together with an introductory overview of the INEX campaign were carefully selected for presentation at the workshop and went through a subsequent round of careful reviewing and revision. The papers are organized in topical sections on methodology, ad hoc retrieval, ad hoc retrieval and relevance feedback, relevance feedback, ad hoc retrieval and heterogeneous document collections, heterogeneous document collections, natural language processing, and ineractive studies.


Book Synopsis Advances in XML Information Retrieval by : Initiative for the Evaluation of XML Retrieval (Project). International Workshop

Download or read book Advances in XML Information Retrieval written by Initiative for the Evaluation of XML Retrieval (Project). International Workshop and published by Springer Science & Business Media. This book was released on 2005-06 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the Third International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004, held in Dagstuhl Castle, Germany in December 2004. The 33 revised full papers presented together with an introductory overview of the INEX campaign were carefully selected for presentation at the workshop and went through a subsequent round of careful reviewing and revision. The papers are organized in topical sections on methodology, ad hoc retrieval, ad hoc retrieval and relevance feedback, relevance feedback, ad hoc retrieval and heterogeneous document collections, heterogeneous document collections, natural language processing, and ineractive studies.

Principles of Digital Document Processing

Principles of Digital Document Processing

Author: Ethan V. Munson

Publisher: Springer

Published: 2003-06-26

Total Pages: 160

ISBN-13: 3540496548

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This book constitutes the thoroughly refereed post-workshop proceedings of the 4th International Workshop on Principles of Digital Document Processing, PODDP'98, held in Saint Malo, France, in March 1998. The 12 revised full papers presented were carefully reviewed during two rounds of selection for inclusion in the book. The book is divided into sections on document models and structures, characterization of documents and corpora, and accessing collections of documents.


Book Synopsis Principles of Digital Document Processing by : Ethan V. Munson

Download or read book Principles of Digital Document Processing written by Ethan V. Munson and published by Springer. This book was released on 2003-06-26 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of the 4th International Workshop on Principles of Digital Document Processing, PODDP'98, held in Saint Malo, France, in March 1998. The 12 revised full papers presented were carefully reviewed during two rounds of selection for inclusion in the book. The book is divided into sections on document models and structures, characterization of documents and corpora, and accessing collections of documents.

Introduction to Electronic Document Management Systems

Introduction to Electronic Document Management Systems

Author: Bozzano G Luisa

Publisher: Academic Press

Published: 2012-12-02

Total Pages: 269

ISBN-13: 0323140629

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Introduction to Electronic Document Management Systems provides an in-depth overview of the technology of electronic document management using modern electronic image processing. It will prove to be a key source of information for management and technical staff of organizations considering a transformation from traditional micrographics-based document storage and retrieval systems to new electronic document capture systems. It will also be useful for those organizations considering improving productivity through electronic management of large volumes of data records.


Book Synopsis Introduction to Electronic Document Management Systems by : Bozzano G Luisa

Download or read book Introduction to Electronic Document Management Systems written by Bozzano G Luisa and published by Academic Press. This book was released on 2012-12-02 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Electronic Document Management Systems provides an in-depth overview of the technology of electronic document management using modern electronic image processing. It will prove to be a key source of information for management and technical staff of organizations considering a transformation from traditional micrographics-based document storage and retrieval systems to new electronic document capture systems. It will also be useful for those organizations considering improving productivity through electronic management of large volumes of data records.

Research and Advanced Technology for Digital Libraries

Research and Advanced Technology for Digital Libraries

Author: Panos Constantopoulos

Publisher: Springer

Published: 2003-06-30

Total Pages: 475

ISBN-13: 3540447962

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Digital libraries (DLs) are major advances in information technology that frequently fall short of expectations [7, 28]. Covi & Kling [7] argue that understanding the wider context of technology use is essential to understanding digital library use and its - plementation in different social worlds. Recent health informatics research also - gues that social and organisational factors can determine the success or failure of healthcare IT developments [8, 11, 12]. Heathfield [11] suggests that this is due to the complex, autonomous nature of the medical discipline and the specialized (clinician or software engineer) approach to system development. Negative reactions to these systems is often due to inappropriate system design and poor implementation. H- ever, there may be other less obvious social and political repercussions of information system design and deployment. Symon et al [26] have identified, within a hospital scenario, how social structures and work practices can be disrupted by technology implementation. Although these systems often deal with sensitive, personal infor- tion, other system design research has found that apparently innocuous data can be perceived as a threat to social and political stability [1,2,3]. To understand the impact of DLs within the medical profession, an in-depth evaluation is required of the int- duction and later development of these applications within their specific social and organisational settings. However, as Covi & Kling [7] have highlighted, there are few high-level theories that aid designers in understanding the implication of these issues for DL design and implementation.


Book Synopsis Research and Advanced Technology for Digital Libraries by : Panos Constantopoulos

Download or read book Research and Advanced Technology for Digital Libraries written by Panos Constantopoulos and published by Springer. This book was released on 2003-06-30 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital libraries (DLs) are major advances in information technology that frequently fall short of expectations [7, 28]. Covi & Kling [7] argue that understanding the wider context of technology use is essential to understanding digital library use and its - plementation in different social worlds. Recent health informatics research also - gues that social and organisational factors can determine the success or failure of healthcare IT developments [8, 11, 12]. Heathfield [11] suggests that this is due to the complex, autonomous nature of the medical discipline and the specialized (clinician or software engineer) approach to system development. Negative reactions to these systems is often due to inappropriate system design and poor implementation. H- ever, there may be other less obvious social and political repercussions of information system design and deployment. Symon et al [26] have identified, within a hospital scenario, how social structures and work practices can be disrupted by technology implementation. Although these systems often deal with sensitive, personal infor- tion, other system design research has found that apparently innocuous data can be perceived as a threat to social and political stability [1,2,3]. To understand the impact of DLs within the medical profession, an in-depth evaluation is required of the int- duction and later development of these applications within their specific social and organisational settings. However, as Covi & Kling [7] have highlighted, there are few high-level theories that aid designers in understanding the implication of these issues for DL design and implementation.

Research and Advanced Technology for Digital Libraries

Research and Advanced Technology for Digital Libraries

Author: Rachel Heery

Publisher: Springer

Published: 2005-01-11

Total Pages: 541

ISBN-13: 3540302301

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We are delighted to present the ECDL 2004 Conference proceedings from the 8th European Conference on Research and Advanced Technology for Digital - braries at the University of Bath, Bath, UK. This followed an impressive and geographicallydispersedseriesof locationsfor previousevents: Pisa(1997),H- aklion(1998),Paris(1999),Lisbon (2000),Darmstadt(2001),Rome (2002),and Trondheim (2003). The conference re?ected the rapidly evolving landscape of digital libraries, both in technology developments and in the focus of approaches to implem- tation. An emphasis on the requirements of the individual user and of diverse and distributed user communities was apparent. In addition, the conference p- gramme began to address, possibly for the ?rst time, the associated themes of e-research/e-scienceand e-learning and their relationship to digital libraries. We observed increasing commonality in both the distributed information archit- tures and the technical standards that underpin global infrastructure devel- ments. Digital libraries are integral to this information landscape and to the creation of increasingly powerful tools and applications for resource discovery and knowledge extraction. Digital libraries support and facilitate the data and information ?ows within the scholarly knowledge cycle and provide essential - abling functionality for both learnersand researchers. The varied and innovative research activities presented at ECDL 2004 demonstrate the exciting potential of this very fast-moving ?eld. The 148 papers, 43 posters, 5 panels, 14 tutorials and 4 workshops subm- ted this year were once again of the highest quality.


Book Synopsis Research and Advanced Technology for Digital Libraries by : Rachel Heery

Download or read book Research and Advanced Technology for Digital Libraries written by Rachel Heery and published by Springer. This book was released on 2005-01-11 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are delighted to present the ECDL 2004 Conference proceedings from the 8th European Conference on Research and Advanced Technology for Digital - braries at the University of Bath, Bath, UK. This followed an impressive and geographicallydispersedseriesof locationsfor previousevents: Pisa(1997),H- aklion(1998),Paris(1999),Lisbon (2000),Darmstadt(2001),Rome (2002),and Trondheim (2003). The conference re?ected the rapidly evolving landscape of digital libraries, both in technology developments and in the focus of approaches to implem- tation. An emphasis on the requirements of the individual user and of diverse and distributed user communities was apparent. In addition, the conference p- gramme began to address, possibly for the ?rst time, the associated themes of e-research/e-scienceand e-learning and their relationship to digital libraries. We observed increasing commonality in both the distributed information archit- tures and the technical standards that underpin global infrastructure devel- ments. Digital libraries are integral to this information landscape and to the creation of increasingly powerful tools and applications for resource discovery and knowledge extraction. Digital libraries support and facilitate the data and information ?ows within the scholarly knowledge cycle and provide essential - abling functionality for both learnersand researchers. The varied and innovative research activities presented at ECDL 2004 demonstrate the exciting potential of this very fast-moving ?eld. The 148 papers, 43 posters, 5 panels, 14 tutorials and 4 workshops subm- ted this year were once again of the highest quality.

Introduction to Information Retrieval

Introduction to Information Retrieval

Author: Christopher D. Manning

Publisher: Cambridge University Press

Published: 2008-07-07

Total Pages:

ISBN-13: 1139472100

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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 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.