Join Amazon Prime and ship Two-Day for free and Overnight for $3.99. Already a member? Sign in.
Frequently Bought Together
Customers Who Bought This Item Also Bought
The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data by Ronen Feldman |
by Thorsten Joachims
|
by Bing Liu
|
by Christopher D. Manning
|
by Christopher D. Manning
|
Editorial Reviews
Review
Product Description
From the reviews:
"The volume contains 24 extended versions of papers that were originally presented at the American Association for Artificial Intelligence (AAAI) … . should become an indispensable resource for anyone interested in this area. Whether the reader is more interested in the computational or the linguistic aspects of the problem-or even just the range of possible applications-this collection will broaden the perspective on the issue. For readers with no background in sentiment detection the volume can serve as an initial overview of the field … ." (Michael Gamon, Computational Linguistics, Vol. 33 (2), 2007)
Product Description
Human Language Technology (HLT) and Natural Language Processing (NLP) systems have typically focused on the "factual" aspect of content analysis. Other aspects, including pragmatics, opinion, and style, have received much less attention. However, to achieve an adequate understanding of a text, these aspects cannot be ignored.
The chapters in this book address attitude, affect, and subjective opinion. Various conceptual models and computational methods are presented, including distinguishing attitudes from simple factual assertions; distinguishing between the author’s reports from reports of other people’s opinions; and distinguishing between explicitly and implicitly stated attitudes. In addition, many applications are described that promise to benefit from the ability to understand attitudes and affect, such as indexing and retrieval of documents by opinion; automatic question answering about opinions; analysis of sentiment in the media and in discussion groups; analyzing client discourse in therapy and counseling; determining relations between scientific texts; generating more appropriate texts; and creating writers’ aids. In addition to English texts, the collection includes studies of French, Japanese, and Portuguese texts.
The chapters in this book are extended and revised versions of papers presented at the American Association for Artificial Intelligence (AAAI) Spring Symposium on Exploring Attitude and Affect in Text, which took place in March 2004 at Stanford University. The symposium, and the book which grew out it, represents a first foray into this area and a balance among conceptual models, computational methods, and applications.
Product Details
Would you like to update product info or give feedback on images?
|
Inside This Book
(learn more)
Key Phrases - Statistically Improbable Phrases (SIPs):
(learn more)
weighted approach, referential activity, hedging cues, cloture today, dialogue summarization, annotating opinions, attitudinal loading, polar sentences, certainty markers, hedge sentences, perspective annotations, markers per sentence, opinion polarity, epistemic comments, marriage corpus, contextual valence shifters, critiquing tool, base valence, polar language, budget gimmickry, topic classifier, critiquing rules, classification using machine learning techniques, citation windows, feature selection rules Key Phrases - Capitalized Phrases (CAPs): (learn more)
Computational Linguistics, Natural Language Processing, Computer Science, Naïve Bayes, Argumentative Zoning, Empirical Methods, New York, Score Sum, Cambridge University Press, International Conference, Naive Approach, Artificial Intelligence, Technical Report, Spring Symposium, Oxford University Press, General Inquirer, University of Toronto, Tunnel of Love, Naive Bayes, Combined Data Set, Manual Gold Standard, Wall Street Journal, Reporter Jeffrey, Data Mining, Kyoto Protocol New!
Books on Related Topics Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
weighted approach, referential activity, hedging cues, cloture today, dialogue summarization, annotating opinions, attitudinal loading, polar sentences, certainty markers, hedge sentences, perspective annotations, markers per sentence, opinion polarity, epistemic comments, marriage corpus, contextual valence shifters, critiquing tool, base valence, polar language, budget gimmickry, topic classifier, critiquing rules, classification using machine learning techniques, citation windows, feature selection rules Key Phrases - Capitalized Phrases (CAPs): (learn more)
Computational Linguistics, Natural Language Processing, Computer Science, Naïve Bayes, Argumentative Zoning, Empirical Methods, New York, Score Sum, Cambridge University Press, International Conference, Naive Approach, Artificial Intelligence, Technical Report, Spring Symposium, Oxford University Press, General Inquirer, University of Toronto, Tunnel of Love, Naive Bayes, Combined Data Set, Manual Gold Standard, Wall Street Journal, Reporter Jeffrey, Data Mining, Kyoto Protocol New!
Books on Related Topics Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
Citations (learn more)
This book cites 59
books:
See all 59 books this book cites
- WordNet: An Electronic Lexical Database (Language, Speech, and Communication) by Christiane Fellbaum on page 21, page 123, and page 315
- Nonparametric Statistics for The Behavioral Sciences by Sidney Siegel on page 168, and page 245
- Choose the Right Word: Second Edition by S. I. Hayakawa on page 188, and page 197
- An Introduction to Functional Grammar by M. A. K. Halliday on page 213, and page 229
- Information Technology (City & Guilds/Macmillan Publishing for CAE) by Barbara Wilson on page 10, and page 77
See all 59 books this book cites
Tags Customers Associate with This Product(What's this?)Click on a tag to find related items, discussions, and people.
|
Help others find this product — tag it for Amazon search
Sell a Digital Version of This Book in the Kindle Store
If you are a publisher or author and hold the digital rights to a book, you can sell a digital version of it in our Kindle Store.
Learn more
Customer Reviews
There are no customer reviews yet. Create your own review
| |||
Video reviews
|
 |
Customer Discussions
Beta (What's this?)
New! See all customer communities, and bookmark your communities to keep track of them.
|
This product's forum
(0 discussions)
Ask questions, Share opinions, Gain insight |
Related forums
|
|||||||||
Product Information from the Amapedia Community
Beta (What's this?)Be the first person to add an article about this item at Amapedia.com.
› See featured Amapedia.com articles
Listmania!
So You'd Like to...
Look for Similar Items by Category
- Books > Amazon Upgrade > All Amazon Upgrade
- Books > Amazon Upgrade > Computers & Internet
- Books > Amazon Upgrade > Nonfiction
- Books > Bargain Books
- Books > Computers & Internet > Computer Science > Artificial Intelligence > Theory of Computing
- Books > Computers & Internet > Computer Science > Software Engineering > Information Systems
- Books > Computers & Internet > Software > Natural Language Processing
- Books > Nonfiction > Social Sciences > Library & Information Science
Transform Your Bathroom for Less |
Buy Three Books, Get a Fourth Free |
|||||||||
|
Your Recent History
(What's this?)|
You have no recently viewed items or searches.
After viewing product detail pages or search results, look here to find an easy way to navigate back to pages you are interested in. Look to the right column to find helpful suggestions for your shopping session. |
Continue shopping: Top Sellers
| ||||
| ||
| ||
| ||
| ||
| ||
