Lecture

User Modeling: Designing for User Needs

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In course

CS-486: Interaction design

This course focuses on goal-directed design and interaction design, two subjects treated in depth in the Cooper book (see reference below). To practice these two methods, we propose a design challenge, which is further divided into mini-projects evenly spa ...

Description

This lecture introduces the concept of user modeling, focusing on the importance of creating personas based on real users to guide the design process. The instructor explains how to construct concrete personas, emphasizing the need to prioritize functions and avoid cognitive overload. Through examples and tools like empathy diagrams, the lecture illustrates how designers can understand users' goals, motivations, and pain points to create successful designs.

Instructor

Pearl Pu Faltings

Expertise Human computer interaction, artificial intelligence, user experience research, user modeling, preference-based search, intelligent user interfaces, information visualization. Teaching & PhD Past EPFL PhD Students Denis Lalanne, Georgios Melissargos, Frank Paul Janecek, Li Chen, Jiyong Zhang, Nicolas Jones, Rong Hu, Yu Chen, Valentina Sintsova, Onur Yürüten, Yubo Xie, Ekaterina Svikhnushina, Kalpani Anuradha Welivita Past EPFL PhD Students as codirector Marina Boia, Igor Kulev Courses Interaction

Official source

Ontological neighbourhood

Computer engineering

Software development: Human–computer interaction

Related concepts (9)

User interface

In the industrial design field of human–computer interaction, a user interface (UI) is the space where interactions between humans and machines occur. The goal of this interaction is to allow effective operation and control of the machine from the human end, while the machine simultaneously feeds back information that aids the operators' decision-making process. Examples of this broad concept of user interfaces include the interactive aspects of computer operating systems, hand tools, heavy machinery operator controls and process controls.

User experience design

User experience design (UX design, UXD, UED, or XD) is the process of defining the experience a user would go through when interacting with a company, its services, and its products. Design decisions in UX design are often driven by research, data analysis, and test results rather than aesthetic preferences and opinions. Unlike user interface design, which focuses solely on the design of a computer interface, UX design encompasses all aspects of a user's perceived experience with a product or website, such as its usability, usefulness, desirability, brand perception, and overall performance.

User-centered design

User-centered design (UCD) or user-driven development (UDD) is a framework of process (not restricted to interfaces or technologies) in which usability goals, user characteristics, environment, tasks and workflow of a product, service or process are given extensive attention at each stage of the design process. These tests are conducted with/without actual users during each stage of the process from requirements, pre-production models and post production, completing a circle of proof back to and ensuring that "development proceeds with the user as the center of focus.

User interface design

User interface (UI) design or user interface engineering is the design of user interfaces for machines and software, such as computers, home appliances, mobile devices, and other electronic devices, with the focus on maximizing usability and the user experience. In computer or software design, user interface (UI) design primarily focuses on information architecture. It is the process of building interfaces that clearly communicates to the user what's important. UI design refers to graphical user interfaces and other forms of interface design.

Design

A design is a concept of either an object, a process, or a system that is specific and, in most cases, detailed. Design refers to something that is or has been intentionally created by a thinking agent, though it is sometimes used to refer to the nature of something. The verb to design expresses the process of developing a design. In some cases, the direct construction of an object without an explicit prior plan may also be considered to be a design (such as in some artwork and craftwork).

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