Spang, Robert Philipp. creator author. aut http://id.loc.gov/vocabulary/relators/aut SpringerLink (Online service) text sz 2024 1st ed. 2024. monographic eng

electronic

electronic resource

access XVI, 156 p. 23 illus., 19 illus. in color. online resource. The book presents an in-depth exploration of the Individuality Assisted Estimation (IAE) model in the context of Quality of Experience (QoE) assessment for multimedia, specifically audiovisual communication. The book delves into how individual characteristics, including psychological traits and states, influence perceptions of multimedia quality. The book argues for the integration of individual differences into these assessments, hypothesizing that this approach can enhance the accuracy and relevance of QoE ratings. Through a series of experiments and analyses, the book rigorously evaluates the effectiveness of the IAE model, comparing it against traditional methods, and highlights its particular strengths in estimating task load. The research contributes to the field by emphasizing the importance of individuality in multimedia quality assessment and offering a practical, empirically validated approach for incorporating individual differences into QoE models. Introduces the Individuality Assisted Estimation model of experience for application in multimedia quality assessment; Integrates psychological traits and states, and behavioral and physiological responses influencing quality perception; Examines individual differences in quality perception, offering insights into user experience with multimedia content. Introduction -- Fundamentals -- The Individuality Assisted Estimation Model of Experience -- Operationalization of the IAE Model Entities: Relevant Dimensions in the Context of this Work -- Relationship Validation -- Model Weights Analysis and Structural Model Refinement -- Comparative Performance Analysis: Advantage of IAE Over Signal-Only Models -- Discussion, Future Work, and Conclusions. by Robert Philipp Spang. Signal processing User interfaces (Computer systems) Human-computer interaction Computational intelligence Signal, Speech and Image Processing User Interfaces and Human Computer Interaction Computational Intelligence TK5102.9 9783031675515 https://doi.org/10.1007/978-3-031-67551-5 https://doi.org/10.1007/978-3-031-67551-5 240917 20251030113048.0 978-3-031-67551-5