Książka Information Extraction Pavan Hemdev

Information Extraction

A Smart Calendar Application

Autor: Pavan Hemdev
Język: Angielski
Oprawa: Miękka
Wydawca: VDM Verlag
Dostępność: Na zamówienie
Wysyłamy za 17-27 dni
207.42
The amount of information available on the web and other electronic formats is increasing at a rapid...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2011
strony
84
EAN
9783639353051
ISBN
3639353056
Enbook ID
06842339
Wydawca
Waga
136
Wymiary
152 x 229 x 5

Pełny opis

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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