NER for Opinion Summarization Over Twitter Dataset

NER for Opinion Summarization Over Twitter Dataset

Named Entity Recognition for Opinion Summarization Using Tweet Segmentation Over Twitter Dataset

LAP Lambert Academic Publishing ( 2020-04-21 )

€ 54,90

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NER is an important subtask in information extraction which suffers severely from the noisy nature and short length of tweets. Toward addressing these problems, Here NER system uses tweet segmentation, POS tagging, global and local context together to identify candidate named entities from the noisy Twitter stream and random walk model to identify final named entities. Also, the system generates a tweet summary for each identified named entity. The experimental results for tweet dataset with tweet segmentation, POS tagging, and different K values prove the effectiveness of this NER system.

Book Details:

ISBN-13:

978-620-2-52423-0

ISBN-10:

6202524235

EAN:

9786202524230

Book language:

English

By (author) :

Minal Sonmale

Number of pages:

100

Published on:

2020-04-21

Category:

Other