Information Retrieval based on Sentiment Analysis

Name: Information Retrieval based on Sentiment Analysis
Brand: VDM Verlag
SKU: 9783639101515
Price: 274.05 RON
Availability: InStock

Autor: Sandeep Balijepalli

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Editura: VDM Verlag

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Bloggers have been making a huge impact on society by§representing and influencing the people. Topic...

Informații despre carte

Autor

Sandeep Balijepalli

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2008

Pagini

EAN

9783639101515

ISBN

3639101510

Enbook ID

06819149

Editura

VDM Verlag

Greutate

109

Dimensiuni

152 x 229 x 4

Descriere completă

Bloggers have been making a huge impact on society by§representing and influencing the people. Topics like§politics, sports, business and entertainment being§written in blogosphere, generally represent the§sentiments of the society. Also, blogging by nature§is about expressing and listening to opinion. Hence a§good sentiment detection tools, for blogs and other§social media can be a useful tool for today s§society. Currently, no sentiment analysis framework§for information retrieval based on domain independent§exist. §In this book, I present Blogvox2, an information§retrieval based domain independent sentiment§analysis framework that uses customized pattern§matching techniques, such as nave bayesian filter,§bag of words and part of speech tagging are used for§opinion extraction in blogs. The modular framework§provides a platform where new modules for different§domains can be easily plugged in. Also, we developed§different applications to ease the use of our§framework like the two and four panel approach,§identifying the hot topics and also obtaining the§current top topics.

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