Book Chapter or Conference Paper Title
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)
Keywords
Clouds, Index, Latent Dirichlet allocation algorithm, Monetary policy communication, Sensitivity
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.
DOI
https://doi.org/10.1109/ICGHIT.2019.00034
Recommended Citation
Sohail, A. S., Sameen, M., & Ahmed, Q. M. (2019). Latent dirichlet allocation algorithm using linguistic analysis., 116. https://doi.org/10.1109/ICGHIT.2019.00034
