"Latent dirichlet allocation algorithm using linguistic analysis" by Aftab Saad Sohail, Maria Sameen et al.
 

Latent dirichlet allocation algorithm using linguistic analysis

Department

Department of Economics

Was this content written or created while at IBA?

Yes

Document Type

Conference Paper

Publication Date

1-1-2019

Conference Name

2019 International Conference on Green and Human Information Technology (ICGHIT)

Conference Location

Kuala Lumpur, Malaysia

Conference Dates

15-17 January 2019

ISBN/ISSN

85074273337 (Scopus)

First Page

116

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Abstract / Description

This study proposes an index which can be used to measure the sensitivity of monetary policy communication, based on the value of index positivity or negativity of a sentence is identified. The Latent Dirichlet Allocation algorithm has been applied on extracted monetary policy data and identified words. The clouds of identified words are the quantified which resulted in a single variable; index.

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