EMOÇÕES DIGITAIS E CONFIANÇA NA INTELIGÊNCIA ARTIFICIAL EMOCIONAL EM BIBLIOTECAS ACADÉMICAS
uma revisão sistemática da literatura
Palavras-chave:
Bibliotecas académicas, Confiança em sistemas inteligentes, Experiência do utilizador, Inteligência Artificial emocionalResumo
A crescente integração da inteligência artificial (IA) nas bibliotecas académicas tem vindo a transformar as formas de mediação da informação e a experiência do utilizador (UX). Entre estas tecnologias, a IA emocional, orientada para o reconhecimento e a simulação de emoções humanas, introduz novas possibilidades de interação, mas levanta igualmente questões sobre emoções digitais, confiança e papel das bibliotecas enquanto espaços de mediação crítica. Esta revisão sistemática da literatura tem como objetivo analisar de forma crítica como a IA emocional tem sido conceptualizada e investigada, com foco nas dimensões da confiança e da experiência do utilizador em ambientes informacionais. A pesquisa incide em estudos publicados entre 2015 e 2025, recorrendo a bases de dados de referência internacional. Os resultados evidenciam uma produção científica ainda fragmentada, com reduzida atenção específica às bibliotecas académicas, identificando-se lacunas conceptuais e empíricas que justificam o desenvolvimento de investigação futura neste domínio.
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Referências
ABDOLLAHI, Hojjat [et al.]
2023 Artificial Emotional Intelligence in Socially Assistive Robots for Older Adults: A Pilot Study. IEEE Transactions on Affective Computing. [Em linha]. 14:3 (2023) 2020- -2032. [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.1109/TAFFC.2022.3143803.
ABOELMAGED, M. [et al.]
2025 Conversational AI Chatbots in library research: An integrative review and future research agenda. Journal of Librarianship and Information Science. [Em linha]. 57:2 (2025) 331-347. [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.1177/09610006231224440.
ALENEZI, Abdullah
2024 The Effect of Emotional Intelligence on Higher Education: A Pilot Study on the interplay Between Artificial Intelligence, Emotional Intelligence, and E-Learning. Multidisciplinary Journal for Education, Social and Technological Sciences. [Em linha]. 11:2 (2024) 51-77. [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.4995/muse.2024.21367.
AL-SAMARRAIE, Hosam; SARSAM, Samer Muthana; ALZAHRANI, Ahmed Ibrahim
2023 Emotional intelligence and individuals’ viewing behaviour of human faces: a predictive approach. User Modeling and User-Adapted Interaction. [Em linha]. 33:4 (2023) 889-909. [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.1007/s11257-023-09372-z.
ALSLAITY, Alaa; ORJI, Rita
2024 Machine learning techniques for emotion detection and sentiment analysis: current state, challenges, and future directions. Behaviour & Information Technology. [Em linha]. 43:1 (2024) 139-164. [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.1080/0144929X.2022.2156387.
AMIN, Mostafa M.; CAMBRIA, Erik; SCHULLER, Björn W.
2023 Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? : A First Evaluation of ChatGPT. IEEE Intelligent Systems. [Em linha]. 38:2 (2023) 15-23. [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.1109/MIS.2023.3254179.
AOUN, Joseph E.
2024 Robot-Proof: Higher Education in the Age of Artificial Intelligence. Cambridge: MIT Press, 2024.
AUDRY, Sofian
2021 Art in the Age of Machine Learning. Cambridge: MIT Press, 2021.
BILQUISE, Ghazala; IBRAHIM, Samar; SHAALAN, Khaled
2022 Emotionally Intelligent Chatbots: A Systematic Literature Review. Human Behavior and Emerging Technologies. [Em linha]. 2022 (2022) 1-23. [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.1155/2022/9601630.
BIRD, Jordan J. [et al.]
2022 Affective Computing in Computer Vision: A Study on Facial Expression Recognition. In International Congress on Advanced Applied Informatics Winter. [Em linha]. 2022. [Consult. 1 set. 2025]. Disponível em: https://ieeexplore.ieee.org.
BRADLEY, Margaret M.; LANG, Peter J.
1994 Measuring emotion: The self-assessment manikin and the semantic differential. Journal of Behavior Therapy and Experimental Psychiatry. 25:1 (1994) 49-59.
BROUSSARD, Meredith
2019 Artificial Unintelligence: How Computers Misunderstand the World. Cambridge: MIT Press, 2019.
CHARNIAK, Eugene
2024 AI & I: An Intellectual History of Artificial Intelligence. Cambridge: MIT Press, 2024.
CHEN, MJ; FARN, CK.
2020 Examining the Influence of Emotional Expressions in Online Consumer Reviews on Perceived Helpfulness. Information Processing & Management. [Em linha]. 57:6 (2020). [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.1016/j.ipm.2020.102266.
CITTADINI, Roberto [et al.]
2023 Affective state estimation based on Russell’s model and physiological measurements. Scientific Reports. [Em linha]. 13:1 (2023). [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.1038/s41598-023-36915-6.
CORREDERA, Alberto; ROMERO, Marta; MOYA, Jose M.
2017 Affective computing for smart operations: A survey and comparative analysis. International Journal of Innovative and Applied Research. 5:9 (2017) 12-35.
DIEDERICH, S. [et al.]
2022 On the Design of and Interaction with Conversational Agents. Journal of the Association for Information Systems. [Em linha]. 23:1 (2022) 96-138. [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.17705/1jais.00724.
EKMAN, Paul
1992 An Argument for basic emotions. Cognition and Emotion. 6:3-4 (1992) 169-200.
FLORY, L.; OSEI-BRYSON, K.-M.; THOMAS, M.
2017 A New web personalization decision-support artifact. Decision Support Systems. [Em linha]. 94 (2017) 85-96. [Consult. 1 set. 2025]. Disponível em: https://doi.org/10.1016/j.dss.2016.11.003.
HAN, Jing [et al.]
2019 Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives. IEEE Computational Intelligence Magazine. [Em linha]. 14:2 (2019) 68-81. [Consult. 2 set. 2025]. Disponível em: https://doi.org/10.1109/MCI.2019.2901088.
HEYDER, T.; PASSLACK, N.; POSEGGA, O.
2023 Ethical management of human-AI interaction: Theory development review. Journal of Strategic Information Systems. [Em linha]. 32:3 (2023). [Consult. 2 set. 2025]. Disponível em: https://doi.org/10.1016/j.jsis.2023.101772.
IBRAHIM, H. M.; AHMAD, K.; SALLEHUDIN, H.
2025 Impact of organisational, environmental, technological and human factors on cloud computing adoption for university libraries. Journal of Librarianship and Information Science. [Em linha]. 57:2 (2025) 311-330. [Consult. 2 set. 2025]. Disponível em: https://doi.org/10.1177/09610006231214570.
INTERNATIONAL ORGANISATION FOR STANDARDISATION
2019 ISO 9.241-210: Ergonomics of human-system interaction. Part 210: Human-centred design. [Em linha]. [Consult. 2 set. 2025]. Disponível em: https://cdn.standards.iteh.ai/samples/77520/8cac787a9e1549e1a7ffa0171dfa33e0/ISO-9241-210-2019.pdf.
JULIEN, Heidi; MCKECHNIE, Lynne E.F.; HART, Sandra
2005 Affective issues in library and information science systems work: A content analysis. Library & Information Science Research. [Em linha]. 27:4 (2005) 453-466. [Consult. 2 set. 2025]. Disponível em: https://doi.org/10.1016/j.lisr.2005.08.004.
JULIEN, Heidi; PECOSKIE, Jen; REED, Kathleen
2011 Trends in information behavior research, 1999–2008. Library & Information Science Research. [Em linha]. 33:1 (2011) 19-24. [Consult. 2 set. 2025]. Disponível em: https://doi.org/10.1016/j.lisr.2010.07.014.
KAUSHAL, Vaishali; YADAV, Rajan
2022 The Role of Chatbots in Academic Libraries: An Experience-based Perspective. Journal of the Australian Library and Information Association. [Em linha]. 71:3 (2022) 215–232. [Consult. 2 set. 2025]. Disponível em: https://doi.org/10.1080/24750158.2022.2106403.
KELLY, S.; KAYE, S. A.; OVIEDO-TRESPALACIOS, O.
2023 What factors contribute to the acceptance of artificial intelligence? A systematic review. Telematics and Informatics. [Em linha]. 77 (2023). [Consult. 2 set. 2025]. Disponível em: https://doi.org/10.1016/j.tele.2022.101925.
KUSAL, Sheetal [et al.]
2021 AI Based Emotion Detection for Textual Big Data. Big Data and Cognitive Computing. [Em linha]. 5:3 (2021) 43. [Consult. 2 set. 2025]. Disponível em: https://doi.org/10.3390/bdcc5030043.
LAINE, J.; MINKKINEN, M.; MÄNTYMÄKI, M.
2024 Ethics-based AI auditing: A systematic literature review. Information & Management. [Em linha]. 61:5 (2024). [Consult. 2 set. 2025]. Disponível em: https://doi.org/10.1016/j.im.2024.103969.
LEE, Mark H.
2020 How to Grow a Robot: Developing Human-Friendly, Social AI. Cambridge: MIT Press, 2020.
LI, Z. Y. et al.
2025 Chatbot research in business and information systems. Aslib Journal of Information Management. [Em linha]. (2025). [Consult. 3 set. 2025]. Disponível em: https://doi.org/10.1108/AJIM-05-2024-0427.
LUTZ, Catherine
1986 Emotion, Thought, and Estrangement. Cultural Anthropology. 1:3 (1986) 287-309.
MA, Y. [et al.]
2019 Artificial Intelligence powered Internet of Things and smart public service. Library Hi Tech. [Em linha]. 38:1 (2019) 165-179. [Consult. 3 set. 2025]. Disponível em: https://doi.org/10.1108/LHT-12-2017-0274.
MATTEK, Alison M.; WOLFORD, George L.; WHALEN, Paul J.
2017 A Mathematical Model Captures the Structure of Subjective Affect. Perspectives on Psychological Science. [Em linha]. 12:3 (2017) 508-526. [Consult. 3 set. 2025]. Disponível em: https://doi.org/10.1177/1745691616685863.
MAYER, Roger C.; DAVIS, James H.; SCHOORMAN, F. David
1995 An Integrative Model of Organizational Trust. Academy of Management Review. 20:3 (1995) 709-734.
MCSHANE, Marjorie Joan; NIRENBURG, Sergei; ENGLISH, Jesse
2024 Agents in the Long Game of AI. Cambridge: MIT Press, 2024.
MESQUITA, Batja; FRIJDA, Nico H.
1992 Cultural variations in emotions. Psychological Bulletin. 112:2 (1992) 179-204.
MOHAMMAD, Saif M.
2022 Ethics Sheet for Automatic Emotion Recognition and Sentiment Analysis. Computational Linguistics. [Em linha]. 48:2 (2022) 239–278. [Consult. 3 set. 2025]. Disponível em: https://doi.org/10.1162/coli_a_00433.
NAM, Jungwoo [et al.]
2025 Effect of audio content on tasks requiring eyesight. Information Development. [Em linha]. 41:2 (2025) 388-402. [Consult. 3 set. 2025]. Disponível em: https://doi.org/10.1177/02666669231169242.
NG, S. W. T.; ZHANG, R. W.
2025 Trust in AI chatbots: A systematic review. Telematics and Informatics. [Em linha]. 97 (2025). [Consult. 4 set. 2025]. Disponível em: https://doi.org/10.1016/j.tele.2025.102240.
NOURBAKHSH, Illah Reza; KEATING, Jennifer
2019 AI and Humanity. Cambridge: MIT Press, 2019.
OWOEYE, Samuel Oluwafemi [et al.]
2025 The Emotional Intelligence Gap: Can AI Replace Human Interaction in Library Services? Journal of Information Resource Management. 10:1 (2025) 130-143.
PAN, Chao [et al.]
2020 EEG-Based Emotion Recognition. Applied Sciences. [Em linha]. 10:5 (2020) 1.619. [Consult. 4 set. 2025]. Disponível em: https://doi.org/10.3390/app10051619.
PAN, Qian
2023 Research on Promoting Reading in University Libraries. Information and Knowledge Management. [Em linha]. 4:2 (2023) 50-56. [Consult. 4 set. 2025]. Disponível em: https://doi.org/10.23977/infkm.2023.040207.
PICARD, Rosalind W.
1997 Affective Computing. Cambridge: MIT Press, 1997.
PLUTCHIK, Robert
2001 The Nature of Emotions. American Scientist. 89 (2001) 344-350.
PLUTCHIK, Robert
1962 The Emotions: Facts, Theories, and a New Model. New York: Random House, 1962.
RAUFI, B. [et al.]
2019 Web personalization issues in big data and Semantic Web. Turkish Journal of Electrical Engineering and Computer Sciences. [Em linha]. 27:4 (2019) 2.379-2.394. [Consult. 4 set. 2025]. Disponível em: https://doi.org/10.3906/elk-1812-25.
REILLY, P. J.
2023 Developing Emotionally Intelligent Work Teams. New Review of Academic Librarianship. [Em linha]. 29:2 (2023) 203-217. [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.1080/13614533.2022.2112716.
RIDLEY, M.
2025 Human-centered explainable artificial intelligence. Journal of the Association for Information Science and Technology. [Em linha]. 76:1 (2025) 98-120. [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.1002/asi.24889.
RIEDER, Gernot; SIMON, Judith; WONG, Pak-Hang
2021 Mapping the stony road toward trustworthy AI. In Machines We Trust: Perspectives on Dependable AI. Ed. By Marcello Pelillo, Teresa Scantamburlo. Cambridge: MIT Press, 2021, cap. 3.
RUSSELL, James A.
1980 A Circumplex model of affect. Journal of Personality and Social Psychology. 39:6 (1980) 1.161-1.178.
SAMARA, Anas [et al.]
2019 Affective state detection via facial expression analysis. Journal of Ambient Intelligence and Humanized Computing. [Em linha]. 10:6 (2019) 2.175-2.184. [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.1007/s12652-017-0636-8.
SEIKALY, Kristen
2024 ChatGPT and emotions. Journal of Web Librarianship. [Em linha]. 18:3 (2024) 133--148. [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.1080/19322909.2024.2382689.
SOMARATHNA, Rukshani; BEDNARZ, Tomasz; MOHAMMADI, Gelareh
2023 Virtual Reality for Emotion Elicitation. IEEE Transactions on Affective Computing. [Em linha]. 14:4 (2023) 2.626-2.645. [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.1109/TAFFC.2022.3181053.
STIGE, Å. [et al.]
2024 Artificial intelligence for UX design. Information Technology & People. [Em linha]. 37:6 (2024) 2.324-2.352. [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.1108/ITP-07-2022-0519.
VEALE, Tony
2021 Your Wit is My Command. Cambridge: MIT Press, 2021.
WANG, Yan [et al.]
2022 A Systematic review on affective computing. Information Fusion. [Em linha]. 83/84 (2022) 19-52. [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.1016/j.inffus.2022.03.009.
WANG, Zhaoxia; HO, Seng-Beng; CAMBRIA, Erik
2020 A Review of emotion sensing. Multimedia Tools and Applications. [Em linha]. 79 (2020) 35.553-35-582. [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.1007/s11042-019-08328-z.
ZHANG, Jiwei; LIU, Jiafu
2025 The Role Reinvention of Librarians in the AI Era. Publications. [Em linha]. 13:3 (2025). [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.3390/publications13030043.
ZHAO, D.; STROTMANN, A.
2022 Mapping knowledge domains on Wikipedia. Journal of Documentation. [Em linha]. 78:2 (2022) 177-189. [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.1108/JD-02-2021-0039.
ZHAO, Yang [et al.]
2022 Evaluating Users’ Emotional Experience in Mobile Libraries. Frontiers in Psychology. [Em linha]. 13 (2022). [Consult. 5 set. 2025]. Disponível em: https://doi.org/10.3389/fpsyg.2022.942198.
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