Gold Price Forecasting: A Novel Approach Based on Text Mining and Big-Data-Driven Model

Abstract This work uses Google Trends and online text mining to test a novel approach to gold price prediction. To explain the gold price prognosis, the convolutional neural network (CNN) also uses linguistic criteria for news items about gold. The findings of this study can be used to explain the theoretical underpinnings of information processing worldwide. According to experimental findings, big data forecasting and online data mining are more efficient than other methods. As a result, utilizing 19926 in sum news headlines acquired, the synergistic connection between news items and Google Trends is successful in accurately projecting the price of gold.

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Publication Details

Journal
Studies in Business and Economics
Published
2024-12-01
DOI
https://doi.org/10.2478/sbe-2024-0049
Citations
3
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
3.39
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article

Gold Price Forecasting: A Novel Approach Based on Text Mining and Big-Data-Driven Model

Shahram Fattahi, Mohammadhadi Hajian, Saeed Kian Poor
3 citations
Studies in Business and Economics
Market Dynamics and Volatility
3.39
article

Gold Price Forecasting: A Novel Approach Based on Text Mining and Big-Data-Driven Model

Shahram Fattahi, Mohammadhadi Hajian, Saeed Kian Poor
article en
3 citations

Abstract

Abstract This work uses Google Trends and online text mining to test a novel approach to gold price prediction. To explain the gold price prognosis, the convolutional neural network (CNN) also uses linguistic criteria for news items about gold. The findings of this study can be used to explain the theoretical underpinnings of information processing worldwide. According to experimental findings, big data forecasting and online data mining are more efficient than other methods. As a result, utilizing 19926 in sum news headlines acquired, the synergistic connection between news items and Google Trends is successful in accurately projecting the price of gold.

Studies in Business and EconomicsVol. 19(3)
Razi University (IR), Payame Noor University (IR)
Openalex Percentile: Top 6%
Market Dynamics and Volatility
3.39
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Gold Price Forecasting: A Novel Approach Based on Text Mining and Big-Data-Driven Model — Shahram Fattahi, Mohammadhadi Hajian, et al. · Studies in Business and Economics (2024) | TGRS Research Map | TGRS