عنوان

Graph-based natural language processing and information retrieval /

شابک

0521896134

شابک

9780521896139

شماره

b527885

عنوان اصلي

Graph-based natural language processing and information retrieval /

نام عام مواد

[Book]

نام نخستين پديدآور

Rada Mihalcea, Dragomir Radev

محل نشرو پخش و غیره

New York :

نام ناشر، پخش کننده و غيره

Cambridge University Press,

تاریخ نشرو بخش و غیره

2011, ©2011

نام خاص و کميت اثر

viii, 192 pages :

ساير جزييات

illustrations ;

ابعاد

24 cm

متن يادداشت

Includes bibliographical references and index

متن يادداشت

Machine generated contents note: Part I. Introduction to Graph Theory: 1. Notations, properties, and representations; 2. Graph-based algorithms; Part II. Networks: 3. Random networks; 4. Language networks; Part III. Graph-Based Information Retrieval: 5. Link analysis for the world wide web; 6. Text clustering; Part IV. Graph-Based Natural Language Processing: 7. Semantics; 8. Syntax; 9. Applications

بدون عنوان

8

متن يادداشت

"Graph theory and the fields of natural language processing and information retrieval are well-studied disciplines. Traditionally, these areas have been perceived as distinct, with different algorithms, different applications, and different potential end-users. However, recent research has shown that these disciplines are intimately connected, with a large variety of natural language processing and information retrieval applications finding efficient solutions within graph-theoretical frameworks. This book extensively covers the use of graph-based algorithms for natural language processing and information retrieval. It brings together topics as diverse as lexical semantics, text summarization, text mining, ontology construction, text classification, and information retrieval, which are connected by the common underlying theme of the use of graph-theoretical methods for text and information processing tasks. Readers will come away with a firm understanding of the major methods and applications in natural language processing and information retrieval that rely on graph-based representations and algorithms"--

متن يادداشت

"This book extensively covers the use of graph-based algorithms for natural language processing and information retrieval"--

موضوع مستند نشده

Graphical user interfaces (Computer systems)

موضوع مستند نشده

Natural language processing (Computer science)

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Mihalcea, Rada,1974-

مستند نام اشخاص تاييد نشده

Radev, Dragomir,1968-

تاريخ عمليات

20110510132455.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y