Text-based intelligent Systems (eBook, PDF)

Current Research and Practice in information Extraction and Retrieval
Redaktion: Jacobs, Paul S.

• Format: PDF

Produktbeschreibung

The symposium on which this volume was based brought together approximately fifty scientists from a variety of backgrounds to discuss the rapidly-emerging set of competing technologies for exploiting a massive quantity of textual information. This group was challenged to explore new ways to take advantage of the power of on-line text. A billion words of text can be more generally useful than a few hundred logical rules, if advanced computation can extract useful information from streams of text and help find what is needed in the sea of available material. While the extraction task is a hot topic for the field of natural language processing and the retrieval task is a solid aspect in the field of information retrieval, these two disciplines came together at the symposium and have been cross-breeding more than ever.

The book is organized in three parts. The first group of papers describes the current set of natural language processing techniques used for interpreting and extracting information from quantities of text. The second group gives some of the historical perspective, methodology, and current practice of information retrieval work; the third covers both current and emerging applications of these techniques. This collection of readings should give students and scientists alike a good idea of the current techniques as well as a general concept of how to go about developing and testing systems to handle volumes of text.

---

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

---

Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.

Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 290
• Erscheinungstermin: 25. Februar 2014
• Englisch
• ISBN-13: 9781317782094
• Artikelnr.: 40529201

Autorenporträt

Paul S. Jacobs

Inhaltsangabe

Contents: P.S. Jacobs
Introduction: Text Power and Intelligent Systems. Part I:Broad-Scale NLP.J.R. Hobbs
D.E. Appelt
J. Bear
M. Tyson
D. Magerman
Robust Processing of Real-World Natural-Language Texts. Y. Wilks
L. Guthrie
J. Guthrie
J. Cowie
Combining Weak Methods in Large-Scale Text Processing. G. Hirst
M. Ryan
Mixed-Depth Representations for Natural Language Text. D.D. McDonald
Robust Partial-Parsing Through Incremental
Multi-Algorithm Processing. Corpus-Based Thematic Analysis. Part II: "Traditional" Information Retrieval.W.B. Croft
H.R. Turtle
Text Retrieval and Inference. K.S. Jones
Assumptions and Issues in Text-Based Retrieval. D.D. Lewis
Text Representation for Intelligent Text Retrieval: A Classification-Oriented View. G. Salton
C. Buckley
Automatic Text Structuring Experiments. Part III:Emerging Applications.C. Stanfill
D.L. Waltz
Statistical Methods
Artificial Intelligence
and Information Retrieval. P.J. Hayes
Intelligent High-Volume Text Processing Using Shallow
Domain-Specific Techniques. Y.S. Maarek
Automatically Constructing Simple Help Systems from Natural Language Documentation. M.A. Hearst
Direction-Based Text Interpretation as an Information Access Refinement.