THE INFLUENCE OF BRAND IMAGE ON CONSUMER BUYING BEHAVIOR: AN AI-POWERED SENTIMENT ANALYSIS IN THE DIGITAL AGE

This consider points to assess the affect of brand image on customer obtaining behavior in a computerized setting by joining quantitative strategies and counterfeit insights (AI)-based opinion examination. Essential information collection was conducted through an internet overview of 212 respondents matured 21–35 a long time who routinely make online buys, whereas auxiliary information was gotten from 5,000 customer comments on social media and e-commerce destinations. The comes about of the relapse examination appeared that brand image components such as believe (β = 0.37), seen quality (β = 0.31), and passionate association (β = 0.28) have a critical impact on buy purposeful (R² = 0.62, p < 0.01). The discoveries from the estimation investigation appeared that 72% of customer suppositions were positive, supporting the quantitative comes about and underlining the significance of the enthusiastic viewpoint in acquiring choices. This think about contributes to the advancement of hypothesis by combining essential and auxiliary information analyzed utilizing AI innovation, and emphasizing the significance of computerized notoriety and enthusiastic perspectives in forming brand quality. The comes about of this ponder open up unused points of view in creating data-based promoting procedures within the computerized period.

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Publication Details

Journal
Dinamika
Published
2025-05-31
DOI
https://doi.org/10.51903/czf54w17
Citations
1
Primary Topic
Consumer Behavior and Marketing Influence
Type
article
Field-Weighted Citation Impact
2.07
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article

THE INFLUENCE OF BRAND IMAGE ON CONSUMER BUYING BEHAVIOR: AN AI-POWERED SENTIMENT ANALYSIS IN THE DIGITAL AGE

Fajar Riyani
1 citations
Dinamika
Consumer Behavior and Marketing Influence
2.07
article

THE INFLUENCE OF BRAND IMAGE ON CONSUMER BUYING BEHAVIOR: AN AI-POWERED SENTIMENT ANALYSIS IN THE DIGITAL AGE

Fajar Riyani
article en
1 citations

Abstract

This consider points to assess the affect of brand image on customer obtaining behavior in a computerized setting by joining quantitative strategies and counterfeit insights (AI)-based opinion examination. Essential information collection was conducted through an internet overview of 212 respondents matured 21–35 a long time who routinely make online buys, whereas auxiliary information was gotten from 5,000 customer comments on social media and e-commerce destinations. The comes about of the relapse examination appeared that brand image components such as believe (β = 0.37), seen quality (β = 0.31), and passionate association (β = 0.28) have a critical impact on buy purposeful (R² = 0.62, p < 0.01). The discoveries from the estimation investigation appeared that 72% of customer suppositions were positive, supporting the quantitative comes about and underlining the significance of the enthusiastic viewpoint in acquiring choices. This think about contributes to the advancement of hypothesis by combining essential and auxiliary information analyzed utilizing AI innovation, and emphasizing the significance of computerized notoriety and enthusiastic perspectives in forming brand quality. The comes about of this ponder open up unused points of view in creating data-based promoting procedures within the computerized period.

DinamikaVol. 5(1)
Universitas Sains dan Teknologi Komputer, Telkom University (ID)
Openalex Percentile: Top 12%
Consumer Behavior and Marketing Influence
2.07
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THE INFLUENCE OF BRAND IMAGE ON CONSUMER BUYING BEHAVIOR: AN AI-POWERED SENTIMENT ANALYSIS IN THE DIGITAL AGE — Fajar Riyani · Dinamika (2025) | TGRS Research Map | TGRS