Jesus Serrano-Guerrero

Jesus Serrano-Guerrero is an Associate Professor in the Department of Information and Technologies Systems at the University of Castilla-La Mancha, Spain, where he has been employed since January 5, 2006. His expertise spans computer science with a focus on information processing, search engines, sentiment analysis, and recommender systems. He actively contributes to the academic community as a reviewer for leading journals in his field including Information Sciences, Information Fusion, and Knowledge-based Systems.

• Ph.D in Computer Science from University of Castilla-La Mancha (Information Technologies and Systems)

Dr. Serrano-Guerrero's research primarily focuses on the intersection of soft computing, information retrieval, and sentiment analysis. His work explores fuzzy logic applications in document processing, recommender systems grounded in aspect-based sentiment analysis, and multimodal approaches for skills assessment. He has made significant contributions to healthcare informatics through emotion detection from health narratives and hospital recommendation systems based on patient feedback. His research demonstrates a consistent trajectory from foundational work in fuzzy systems to applied solutions in healthcare and education domains.

His recent publications (2023-2025) reveal a strong focus on healthcare applications of AI, including emotion detection from patient narratives, hospital recommendation systems, and healthcare service evaluation. He has increasingly integrated multimodal approaches and explainable AI techniques into his work, with growing emphasis on practical applications in real-world healthcare settings. His research shows a clear evolution from theoretical fuzzy systems to applied solutions addressing concrete problems in healthcare and education.

• Applied Intelligence (2 reviews)
• Artificial Intelligence Review (1 review)
• Complex & Intelligent Systems (3 reviews)
• Computers in Biology and Medicine (1 review)
• Information Sciences (1 review)
• International Journal of Intelligent Systems (2 reviews)
• Soft Computing (6 reviews)

He has secured substantial research funding throughout his career, with 14 major grants from 2005 to present. His funded projects include SAFER (Analysis and Validation of Software and Web Resources), Métodos rigurosos para el Internet del Futuro, and several projects focused on fuzzy logic applications in information systems. His research group, SMILe Research Group, appears to be actively engaged in multiple interdisciplinary projects bridging computer science with healthcare and education applications.

Dr. Serrano-Guerrero leads the SMILe Research Group, which focuses on soft computing applications for information retrieval, sentiment analysis, and recommender systems. The group has developed several notable platforms including BioEmoDetector for emotion detection from health narratives and Itzamna for multimodal transversal skills assessment. Their work demonstrates strong industry and healthcare sector collaborations, particularly in Spain.