The wisdom of the lexicon crowds: leveraging on decades of lexicon-based sentiment analysis for improved results

Abstract The “wisdom of the crowd” (WoC) refers to the notion that collective human knowledge is capable of outperforming even individual expert knowledge. This study investigates the application of this phenomenon to lexicon-based sentiment analysis of text data. Lexicons are frequently used to cla...

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Bibliographic Details
Main Authors: Chelsey H. Hill, Jorge E. Fresneda, Murugan Anandarajan
Format: Article
Language:English
Published: SpringerOpen 2025-05-01
Series:Journal of Big Data
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Online Access:https://doi.org/10.1186/s40537-025-01186-7
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