Resumo

Artificial intelligence (AI) is a strategy for global economic development due to its economic potential. However, the need for more transparency in AI applications generates mistrust because of the complexity of the algorithms. AI has transformed the service industry along with the development and challenge of human-AI interactions. This interaction can elicit negative feelings in consumers, creating communities to voice their disapproval and hatred of brands. Research in this area needs to be improved, and this study aims to understand the negative feelings that result from human-AI interaction in online communities (Reddit). Using sentiment analysis techniques and a qualitative approach, we aimed to identify the predominant negative emotions generated by this interaction. This study also hopes to understand the emotional effects of this interaction better, thus filling in a gap in the literature. The insights obtained can help develop more effective interaction strategies between humans and AI that can benefit brands and society. The results show a sizable presence of negative feelings such as hate anger and frustration. It is, therefore, essential to understand the negative interactions between consumers, brands and AI and the need to develop strategies to mitigate these feelings. Contributions from the academic and corporate fields emphasise the importance of monitoring feelings and promoting more positive interactions between brands and consumers.

Idioma originalInglês
Título da publicação do anfitriãoMarketing and Smart Technologies - Proceedings of ICMarkTech 2023
EditoresJosé Luís Reis, José Paulo Marques dos Santos, Jiří Zelený, Beáta Gavurová
EditoraSpringer Science and Business Media Deutschland GmbH
Páginas121-136
Número de páginas16
ISBN (impresso)9789819715510
DOIs
Estado da publicaçãoPublicadas - 1 jan. 2024
EventoInternational Conference on Marketing and Technologies, ICMarkTech 2023 - Prague
Duração: 30 nov. 20232 dez. 2023

Série de publicação

NomeSmart Innovation, Systems and Technologies
Volume386
ISSN (impresso)2190-3018
ISSN (eletrónico)2190-3026

Conferência

ConferênciaInternational Conference on Marketing and Technologies, ICMarkTech 2023
País/TerritórioCzech Republic
CidadePrague
Período30/11/232/12/23

Nota bibliográfica

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

Impressão digital

Mergulhe nos tópicos de investigação de “Negative Impacts of Human-AI Interaction in Brands: A Data Mining Exploratory Approach“. Em conjunto formam uma impressão digital única.

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