Latent dirichlet allocation algorithm using linguistic analysis
Department of Economics
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2019 International Conference on Green and Human Information Technology (ICGHIT)
Kuala Lumpur, Malaysia
15-17 January 2019
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.
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