Smart Web algorithm/NLP reference books

Collective Smart Programming (Chinese Version)4398512.0807169186/programming collective intelligence (Building Smart Web 2.0 applications)

Algorithms of the Intelligent Web0957152839

Introduction to artificial intelligenceISBN 978-0-85729-298-8

Computational Intelligence and Pattern Analysis in biological ICS ICs

Collective Intelligence in action

Foundations of statistical Natural Language Processing4399819.2514142186

The elements of statistical learning data mining, inference, and Prediction4391385.3068872220

The Design of approximation algorithms4399803.0249242782

Using R for data management, statistical analysis, and graphics4394791.9154619759

R is a general purpose package that includes des support for a wide variety of modern statistical and graphical methods (Types of which are supported ded through user contributed packages ).

Those with an understanding of statistics at the level of multiple-regression analysis shold _ nd this book helpful. this group includes des professional analysts who use statistical packages almost every day as well as statisticians, epidemiologists, economy mists, engineers, physicians, sociologists, and others engaged in research or data analysis.

Learning to rank for information retrieval and Natural Language Processing4398690.7558658076

There are processing tasks in information retrieval (IR) and natural language processing (NLP), for which the central problem is ranking.

Http://www.math.smith.edu or R

Data structures and algorithms using Python4399618.5381908548

Natural Language Processing with Python4392332.4408821546

Natural Language Toolkit (nltk). nltk extends des extensive software, data, and documentation, all freely downloadable from http://www.nltk.org /.

Tagging, classification, and information extraction (Chapters 5-7 ).

Ways to parse a sentence, recognize its syntactic structure, and construct representations of meaning (Chapters 8-10 ).

Linguistic data and how it can be managed into tively (chapter 11 ).

The essence of Artificial Intelligence programming in games4398232.1920921300133