Information Extraction

Name: Information Extraction
Brand: VDM Verlag
SKU: 9783639353051
Price: 48.46 EUR
Availability: InStock

A Smart Calendar Application

Autor: Pavan Hemdev

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag

Dostupnosť: U vydavateľa na objednávku

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48.46 €

The amount of information available on the web and other electronic formats is increasing at a rapid...

Informácie o knihe

Autor

Pavan Hemdev

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2011

Stránok

EAN

9783639353051

ISBN

3639353056

Enbook ID

06842339

Vydavateľ

VDM Verlag

Hmotnosť

136

Rozmery

152 x 229 x 5

Kompletný popis

The amount of information available on the web and other electronic formats is increasing at a rapid rate. Moreover, e-mails are now becoming the preferred mode of communication. This thesis investigates various Information Extraction techniques (Tokenization, POS Tagger, Chunker, NER, Co-reference Resolution) and develops a system that inferences calendar appointments from a user's e-mail account. More specifically, the system identifies the subject, date and time of an appointment and upon user confirmation enters it into a calendar service. It makes use of an intelligent user feedback mechanism that helps tailor the system towards individual users. A novel approach adopted towards constructing rules to identify entities in the absence of a domain relevant corpus, reinstates the importance of a rule-based approach towards building a Named Entity Recognizer. It allows the system to be easily extended and helps identify unseen patterns without much domain expertise. Finally, the thesis tries to provide a data format that could be used in future systems, paving the way for a world in which devices could truly communicate with each other.

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Information Extraction

A Smart Calendar Application

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Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež