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
