Guilherme Corredato Guerino, Ph.D.

Computer Science · Human-Computer Interaction
State University of Paraná - Apucarana - Paraná
guilherme.guerino@ies.unespar.edu.br

I am an Assistant Professor at the State University of Paraná (UNESPAR) and Researcher/Professor of the Postgraduate Program in Computer Science at the State University of Maringá (UEM).

As a researcher, my interests are in the area of Human-Computer Interaction (HCI), with a focus on user experience (UX) methods and techniques, innovation and user-centered design. I actively contribute to the LERIS (UFSCar) and QualiX (UEM) Research Groups.


Publications

Guerino, G., Rodrigues, L., Capeleti, B. et al. Can GPT-4o Evaluate Usability Like Human Experts? A Comparative Study on Issue Identification in Heuristic Evaluation. In 20th IFIP TC13 International Conference on Human-Computer Interaction - INTERACT 2025 🔗arXiv

Assis, J., Guerino, G., Rodrigues, L. et al. Integrating Participatory Design and Dual-track Software Development Process: A Case Study From an Intelligent Mathematics Tutoring System. In Proceedings of the Congresso Ibero-Americano em Engenharia de Software - CibSE ⬇️[PDF] 🔗DOI

Xavier, M., Leal, G., Guerino, G. et al. Automatic Complaints Classification in E-Commerce: A Case Study Using CRISP-DM. Journal of Interactive Systems - JIS ⬇️[PDF] 🔗DOI

Guerino, G., Balancieri, R., Leal, G., Prikladnicki, R. Towards the UX Support to Software Startups: On the relationship of professional expertise and UX work in the Brazilian scenario. Journal of Systems and Software - JSS ⬇️[PDF] 🔗DOI

Rodrigues, L., Guerino, G., Silva, T.E.V. et al. MathAIde: A Qualitative Study of Teachers’ Perceptions of an ITS Unplugged for Underserved Regions. International Journal of Artificial Intelligence in Education. ⬇️[PDF] 🔗DOI

Guerino, G., Martinelli, S., Choma, J. et al. Investigating UX work in Software Startups: A Survey about Attitudes, Methods, and Key Challenges. In Proceedings of the XXIII Brazilian Symposium on Software Quality ⬇️[PDF] 🔗DOI

Konopatzki, G. E., Valentim, N. C., Guerino, G. A Qualitative Study and Improvement on UX and Usability Evaluation Questionnaire focused on Multi-touch Systems. In Proceedings of the XXIII Brazilian Symposium on Software Quality ⬇️[PDF] 🔗DOI

Rodrigues, L., Guerino, G. et al. MathAIde in the Classroom: A Qualitative Analysis of Teachers' Perspectives of Intelligent Tutoring Systems Unplugged. In Anais do XXXV Simpósio Brasileiro de Informática na Educação ⬇️[PDF] 🔗DOI

Romero, K., Guerino, G. et al. Use of Design Thinking for the Design and Evaluation of a Mobile Nutrition Information Application. In Proceedings of the XXIII Brazilian Symposium on Human Factors in Computing Systems ⬇️[PDF] 🔗DOI

Chaves, A. P, van Hooijdon, C., Liebrecht, C., Guerino, G., et al. Conversational Agents. In Book: Human-Computer Interaction in Intelligent Environments. 🔗DOI

Mariano, P. A. L., De Souza, A. C. R., Guerino, G., et al. A Systematic Mapping Study about Technologies for Hedonic Aspects Evaluation in Text-based Chatbots. Journal on Interactive Systems - JIS ⬇️[PDF] 🔗DOI

Tardivo, J., Domingos, G., Guerino, G. et al. Design Thinking in Practice: The Case for a Redesign to Improve a Reservation System in an Educational Environment. In Proceedings of L Latin American Computer Conference (CLEI 2024) ⬇️[PDF] 🔗DOI

Guerino, G., Nogueira, V., Scapim, G. et al. Wireflows in Action: A Case Study on Non-UX Professionals' Perceptions of Using a UX Technique. In Proceedings of L Latin American Computer Conference (CLEI 2024) ⬇️[PDF] 🔗DOI

Guerino, G., Rodrigues, L., Oliveira, L. et al. We see You: Understanding Math Teachers from Brazilian Public Schools to Design Equitable Educational Technology. Revista Brasileira de Informática na Educação - RBIE. ⬇️[PDF] 🔗DOI

Rodrigues, L., Guerino, G., et al. Knowledge Tracing Unplugged: From Data Collection to Model Deployment. In Proceedings of the 25th International Conference on Artificial Intelligence in Education - AIED 2024. ⬇️[PDF] 🔗DOI

de Carvalho, L., Valle, P., Leifheit, B., Cabrejos, L., Nakamura, W., Guerino, G. et al. What Do We Know About Usability Evaluation for Chatbots?: A Systematic Mapping Study. In Proceedings of the 20th Brazilian Symposium on Information Systems - SBSI. ⬇️[PDF] 🔗DOI

Cavalcante, B., Guerino, G., Leal, G. et al. Towards a set of guidelines for software development in start-ups. International Journal of Business Information Systems - IJBIS 🔗DOI

Silva, F., Leme, M. H. C., Zanella, A. F., Guerino, G. et al. User Experience Techniques Adopted by Brazilian Game Development Studios: An Exploratory Study. International Journal of Computer Games Technology - IJCGS ⬇️[PDF] 🔗DOI

Freitas, J. A., Guerino, G., et al. Sensation in Gamification: A Qualitative Investigation of Background Music in Gamified Learning. Journal on Interactive Systems - JIS ⬇️[PDF] 🔗DOI

Kuspil, J., Ribeiro, J., Leal, G., Guerino, G., Balancieri, R.Datasets on Mobile App Metadata and Interface Components to Support Data-Driven App Design. In Proceedings of the 26th International Conference on Enterprise Information Systems - ICEIS. ⬇️[PDF] 🔗DOI

Filho, G., Guerino, G., Valentim, N. Evaluating the Acceptance and Quality of a Usability and UX Evaluation Technology Created for the Multi-Touch Context. In Proceedings of the 26th International Conference on Enterprise Information Systems - ICEIS. ⬇️[PDF] 🔗DOI

Valle, P. H. D., Vilela, R. F., Guerino, G., & Silva, W. (2023, November). Soft and Hard Skills of Software Testing Professionals: A Comprehensive Survey. In Proceedings of the XXII Brazilian Symposium on Software Quality (pp. 90-99). ⬇️[PDF] 🔗DOI

🏆Rodrigues, L., Guerino, G., Challco, G. C., Veloso, T. E., Oliveira, L., da Penha, R. S., ... & Dermeval, D. (2023). Teacher-Centered Intelligent Tutoring Systems: Design Considerations from Brazilian, Public School Teachers. In Anais do XXXIV Simpósio Brasileiro de Informática na Educação (pp. 1419-1430). SBC. ⬇️[PDF] 🔗DOI

🏆Guerino, G. C., Martinelli, S., Choma, J., Leal, G. C. L., Balancieri, R., & Zaina, L. (2023). Perceptions about Usefulness and Attitudes toward UX work: a survey with software startup Brazilian professionals.. In Proceedings of the XXII Brazilian Symposium on Human Factors in Computing Systems (pp. 1-12). ⬇️[PDF] 🔗DOI

De Souza, A. C. R., Mariano, P. A. D. L., Guerino, G. C., Chaves, A. P., & Valentim, N. M. C. (2023). Technologies for Hedonic Aspects Evaluation in Text-based Chatbots: A Systematic Mapping Study. In Proceedings of the XXII Brazilian Symposium on Human Factors in Computing Systems (pp. 1-11). ⬇️[PDF] 🔗DOI

Kuspil, J. C., Leal, G. C. L., Guerino, G. C., Balancieri, R., & Coleti, T. A. (2023). Modelo de recomendações de diretrizes de interface para aplicativos móveis usando aprendizado de máquina. In Anais do II Workshop Investigações em Interação Humano-Dados (pp. 50-55). SBC. ⬇️[PDF] 🔗DOI

Filho, G., Guerino, G., & Valentim, N. (2023). A feasibility study of usability and UX evaluation technologies in multi-touch context: A quantitative and qualitative analysis. In Proceedings of the XXXVII Brazilian Symposium on Software Engineering (pp. 475-484). ⬇️[PDF] 🔗DOI

dos Santos Silva, D. E., Guerino, G. C., & Valentim, N. M. C. (2023). Analyzing the Learners’ Experience of an Experimental HCI Course in a Remote Context. Journal on Interactive Systems, 14(1), 341-353. ⬇️[PDF] 🔗DOI

Konopatzki Filho, G., Guerino, G. C., & Valentim, N. M. (2023). Usability and User Experience of Multi-touch Systems: A Systematic Mapping Study and Benchmark. Journal on Interactive Systems, 14(1), 292-316. ⬇️[PDF] 🔗DOI

Konopatzki, G. E., Guerino, G., & Valentim, N. (2023). Proposal and Preliminary Evaluation of a Usability and UX Multi-Touch Evaluation Technology. In Proceedings of the XIX Brazilian Symposium on Information Systems (pp. 317-324). ⬇️[PDF] 🔗DOI

de Oliveira, L. C., Guerino, G. C., de Oliveira, L. C., & Pimentel, A. R. (2023). Information and communication technologies in education 4.0 paradigm: a systematic mapping study. Informatics in Education, 22(1), 71-98. ⬇️[PDF] 🔗DOI

🏆Barbosa, M., Valle, P., Nakamura, W., Guerino, G., Finger, A., Lunardi, G., & Silva, W. (2022). Um Estudo Exploratório sobre Métodos de Avaliaçao de User Experience em Chatbots. In Anais da VI Escola Regional de Engenharia de Software (pp. 21-30). SBC. ⬇️[PDF] 🔗DOI

Carreira, I. P., Guerino, G. C., Teixeira, H. M. P., & Valle, P. H. D. (2022). Práticas de IHC como Apoio à Engenharia de Requisitos: Um Relato de Experiência. In Anais da VI Escola Regional de Engenharia de Software (pp. 1-10). SBC. ⬇️[PDF] 🔗DOI

Filho, G. E. K., Guerino, G. C., & Valentim, N. M. (2022). A systematic mapping study on usability and user eXperience evaluation of multi-touch systems. In Proceedings of the 21st Brazilian Symposium on Human Factors in Computing Systems (pp. 1-12). ⬇️[PDF] 🔗DOI

Katzer, K., Binder, V., Guerino, G. C., & Valentim, N. M. (2022). U2XECS. tech: Ferramenta para Avaliaçao de Usabilidade e Experiência de Usuário de Sistemas Conversacionais. In Anais Estendidos do XXI Simpósio Brasileiro de Fatores Humanos em Sistemas Computacionais (pp. 76-79). SBC. ⬇️[PDF] 🔗DOI

dos Santos Silva, D. E., Guerino, G. C., & Valentim, N. M. C. (2022). Emergency Remote Teaching Based on Education 4.0: an Experience Report about the Methodology adopted in the Experimental HCI Class. Revista Brasileira de Informática na Educação, 30, 350-378. ⬇️[PDF] 🔗DOI

Silva, D. E. D. S., Guerino, G. C., & Valentim, N. M. C. (2022). Ensino Remoto Emergencial da disciplina IHC Experimental: uma análise baseada na Experiência do Aprendiz. In Anais do XXX Workshop sobre Educação em Computação (pp. 215-226). SBC. ⬇️[PDF] 🔗DOI

Guerino, G. C., de Assumpção, M., José da Silva, T., Hokkanen, L., Balancieri, R., & Lapasini Leal, G. C. (2022). User experience practices in software startups: a systematic mapping study. Advances in Human-Computer Interaction, 2022. ⬇️[PDF] 🔗DOI

Costa, M. A. S., Guerino, G. C., Leal, G. C. L., Balancieri, R., & Galdamez, E. V. C. (2022). Exploring performance measurement practices in Brazilian startups. Total Quality Management & Business Excellence, 33(5-6), 637-663. ⬇️[PDF] 🔗DOI

Jesus, E. A., Guerino, G. C., Valle, P., Nakamura, W. T., Oran, A. C., Balancieri, R., ... & Silva, W. (2022). An Experimental Study on Usability and User Experience Evaluation Techniques in Mobile Applications. In ICEIS (2) (pp. 340-347). ⬇️[PDF] 🔗DOI

Barbosa, M., Nakamura, W. T., Valle, P., Guerino, G. C., Finger, A. F., Lunardi, G. M., & Silva, W. (2022). UX of Chatbots: An Exploratory Study on Acceptance of User Experience Evaluation Methods. In ICEIS (2) (pp. 355-363). ⬇️[PDF] 🔗DOI

Guerino, G. C., Dias, N. S. B. C., Chanin, R., Prikladnicki, R., Balancieri, R., & Leal, G. C. L. (2021). User experience practices in early-stage software startups-an exploratory study. In International Conference on Software Business (pp. 122-136). Cham: Springer International Publishing. ⬇️[PDF] 🔗DOI

Kimura, K. Y., Moriya, K. H. R., Guerino, G. C., & Teixeira, H. M. P. (2021). Gesture-based Interaction Systems in Hospital Critical Environment: Challenges and Recommendations for Gesture Creation. In Proceedings of the XX Brazilian Symposium on Human Factors in Computing Systems (pp. 1-7). ⬇️[PDF] 🔗DOI

de Camargo, V. P., Balancieri, R., Teixeira, H. M. P., & Guerino, G. C. (2021). Touchless Modalities of Human-Computer Interaction in Hospitals: A Systematic Literature Review. In Proceedings of the XX Brazilian Symposium on Human Factors in Computing Systems (pp. 1-11). ⬇️[PDF] 🔗DOI

de Godoi, T. X., Guerino, G. C., & Valentim, N. M. C. (2021). Evaluation of Assistive Technologies from the perspective of Usability, User Experience and Accessibility: a Systematic Mapping Study. In Proceedings of the XX Brazilian Symposium on Human Factors in Computing Systems (pp. 1-10). ⬇️[PDF] 🔗DOI

Baiochi, S. V. F., Guerino, G. C., Leal, G. C. L., Balancieri, R., Cotrim, S. L., & Galdamez, E. V. C. (2021). Influence of organizational life cycle on performance management design in the software industry. International Journal of Productivity and Performance Management, 71(8), 3466-3487. ⬇️[PDF] 🔗DOI

Guerino, G. C., Silva, W. A. F., Coleti, T. A., & Valentim, N. M. C. (2021). Assessing a Technology for Usability and User Experience Evaluation of Conversational Systems: An Exploratory Study. In ICEIS (2) (pp. 463-473). ⬇️[PDF] 🔗DOI

Guerino, G., Nakamura, W., Paschoal, L., Valle, P., & Silva, W. (2021). Lições Aprendidas sobre Ensino Remoto Emergencial sob a Perspectiva de Docentes dos Cursos de Computação. Educação e ensino em diferentes espaços e áreas do conhecimento: desafios, contextos e diálogos [recurso eletrônico]. Editora Bagai, Curitiba, PR, BR, 60-73. ⬇️[PDF]

Guerino, G. C., & Valentim, N. M. C. (2020). "Is anybody there?" exploring the use and difficulties of Brazilians with conversational systems. In Proceedings of the 19th Brazilian Symposium on Human Factors in Computing Systems (pp. 1-6). ⬇️[PDF] 🔗DOI

Guerino, G. C., & Valentim, N. M. C. (2020, October). Usability and user experience evaluation of conversational systems: A systematic mapping study. In Proceedings of the XXXIV Brazilian Symposium on Software Engineering (pp. 427-436). ⬇️[PDF] 🔗DOI

Guerino, G. C., & Valentim, N. M. C. (2020). Usability and user experience evaluation of natural user interfaces: a systematic mapping study. IET Software, 14(5), 451-467. ⬇️[PDF] 🔗DOI

Guerino, G. C., & Valentim, N. M. C. (2019). Evaluating a voice-based interaction: A qualitative analysis. In Proceedings of the 18th Brazilian Symposium on Human Factors in Computing Systems (pp. 1-4). ⬇️[PDF] 🔗DOI

Services

Journal Editor

· Associate Editor: Brazilian Journal of Informatics in Education (2025-2027)

Journal Reviewer

· CHBR: Computers in Human Behavior Reports
· HIHC: International Journal of Human-Computer Interaction
· IEEE Access
· IST: Information and Software Technology
· JBCS: Journal of the Brazilian Computer Society
· JIS: Journal on Interactive Systems

Member of the Technical Program Committee

· CHI PLAY: The Annual Symposium on Computer-Human Interaction in Play (2024)
· IHC: Brazilian Symposium on Human Factors in Computing Systems (2023, 2024, 2025)
· SBGAMES: Brazilian Symposium on Games and Digital Entertainment (2025)
· SBIE: Brazilian Symposium on Informatics in Education (2024, 2025)
· WAIHCWS: Workshop on Aspects of Human-Computer Interaction for the Social Web (2023)
· WEIHC: Workshop on Education in HCI (2024)
· WICS: Workshop on the Implications of Computing in Society (2025)
· WIE: Workshop on Informatics at School (2025)

Students

Current Students

M.Sc. Level

· Gabriel Scapim (PCC/UEM) - Development of an AI tool for prototyping low-fidelity interfaces
· Karoline Harummy Romero Moriya (PCC/UEM) - Experimenting with AI tools to support UX design
· Mariana Hanae Kurihara Sato (Co-advisor - PCC/UEM) - Review analysis of government applications to identify accessibility issues
· Karina Yukari Kimura (Co-advisor - PCC/UEM) - App reviews to verify LGPD compliance

Former Students (Alumni)

M.Sc. Level

· Guilherme Eduardo Konopatzki Filho (Co-advisor - Informatics, UFPR, 2021) - UXUMEQ: A questionnaire for evaluating usability and user experience in the multi-touch context

B.Sc. Level

· Giovanna Virginia Ferreira de Amorim (Computer Science, UNESPAR, 2024) - Analysis of Post-Mortal Digital Asset Management Policies: User Experience and IT Undergraduate Perspective on Digital Legacy in Social Networks
· Matheus Escobozo Guizilini (Computer Science, UNESPAR, 2024) - Despluga AI: a web platform to assist in the training of teachers in teaching Artificial Intelligence through unplugged activities aligned with the BNCC
· Arthur Ribeiro Guirro (Computer Science, UNESPAR, 2024) - The influence of the use of different methodologies according to pentesters: a qualitative-quantitative study of the use of different pentest methodologies
· Pedro Lucas Praxedes Bonifácio Fernandes (Computer Science, UNESPAR, 2024) - Development of a serious game to aid learning in children with ADHD
· Karoline Harummy Romero Moriya (Informatics, UEM, 2023) - Using Design Thinking to Design and Evaluate a Nutritional Information Mobile Application
· Lucas Beluomini (Computer Science, UEM, 2023) - Use of Software Engineering Techniques for the Development of a Mobile Application for Nutritional Information
· Lucas Yohei Okamoto Sato (Computer Science, UNESPAR, 2023) - VAVI Application: Using Software Engineering Methodologies to Develop Applications for Society
· Vinícius Gondo Pastrelo (Computer Science, UEM, 2023) - Using Design Thinking to Design and Evaluate a Mobile Application for Burn Treatment
· Matheus Pereira Gonzaga (Co-advisor, Production Engineering, UEM, 2022) - Applying UX Design to prototyping a service system
· Ana Carolina Rossi de Souza (Co-advisor, Biomedical Informatics, UFPR, 2022) - Technologies for User Experience Assessment in Chatbots: A Systematic Mapping of the Literature
· Gabriel de Oliveira Conejo (Informatics, UEM, 2022) - Study on how software development companies estimate their project schedules
· Igor Picolo Carreira (Computer Sciencem, UEM, 2022) - Prototyping of interfaces for SISAV based on concepts of Human-Computer Interaction
· Ronnie Petterson Bueno (Informatics, UEM, 2022) - Software Project Cost Estimation and Scheduling: A Detailed Study
· Vinícius Isoo Binder & Kevin Katzer (Computing, UFPR, 2021) - Proposal and Evaluation of the U2XECS.tech Tool