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NLP-enhanced inflation measurement using BERT and web scraping

In this research note, we explore the integration of natural language processing (NLP) and web scraping techniques to develop a custom price index for measuring inflation. Using the Harmonized Index of Consumer Prices (HICP) as a benchmark, we created a database of consumer electronics product data...

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Principais autores: Martin Berki, Vanesa Andicsova, Milos Oravec
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2025-04-01
Serier:Frontiers in Artificial Intelligence
Fag:
inflation measurement
natural language processing
web scraping
BERT
price index
economic analysis
Online adgang:https://www.frontiersin.org/articles/10.3389/frai.2025.1520659/full
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