Showing posts with label cognitive models. Show all posts
Showing posts with label cognitive models. Show all posts

Sunday, March 15, 2009

ID FMP: Types of Cognitives Processes

In my last post I identified two different modes of cognition. Here I will continue my investigation into the scope of cognition by identifying six different types of cognitive processes, taken from the book Interaction Design: Beyond Human-Computer Interaction. My focus will remain on the questions: “what is cognition? And what are the main types cognitive activities?”

The six types of cognitive processes that I will describe are attention, perception, memory, language, learning, and higher reasoning. The processes are interdependent and occur simultaneously. They play a role in experiential and reflective modes of cognition. Here is a description of each process along with a few related implications.

Attention: process for selecting an object on which to concentrate. Object can be a physical or abstract one (such as an idea) that resides out in the world or in the mind.

Design implications
: make information visible when it needs attending to; avoid cluttering the interface with too much information.

Perception: process for capturing information from the environment and processing it. Enables people to perceive entities and objects in the world. Involves input from sense organs (such as eyes, ears, nose, mouth, and fingers) and the transformation of this information into perception of entities (such as objects, words, tastes, and ideas).

Design implications
: all representations of actions, events and data (whether visual, graphical, audio, physical, or a combination thereof) should be easily distinguishable by users.

Memory: process for storing, finding, and accessing knowledge. Enables people to recall and recognize entities, and to determine appropriate actions. Involves filtering new information to identify what knowledge should be stored. Context and duration of interaction are two important criteria that function as filters.

Design implications
: do not overload user’s memory; leverage recognition as opposed to recall when possible; provide a variety of different ways for users to encode information digitally.

Language: processes for understanding and communicating through language via reading, writing, speaking, and listening. Though these language-media have much in common, they differ on numerous dimensions including: permanence, scan-ability, cultural roles, use in practice, and cognitive effort requirements

Design implications
: minimize length of speech-based menus; accentuate intonation used in speech-based systems; ensure that font size and type allow for easy reading.

Learning: process for synthesizing new knowledge and know-how. Involves connecting new information and experiences with existing knowledge. Interactivity is an important element in the learning process.

Design implications
: leverage constraints to guide new users; encourage exploration by new users; link abstract concepts to concrete representations to facilitate understanding.

Higher reasoning: processes that involve reflective cognition such as problem-solving, planning, reasoning, decision-making. Most are conscious processes that require discussion, with oneself or others, and the use of artifacts such as books, and maps. Extent to which people can engage in higher reasoning is usually correlated to their level of expertise in a specific domain.

Design implications: make it easy for users with higher levels of expertise to access additional information and functionality to carry out tasks more efficiently and effectively.

[source: Interaction Design: Beyond Human-Computer Interaction]

** What the hell is ID FMP? **

ID FMP: Modes of Cognition

Cognition [define] encompasses a wide range of processes related to thinking, sensing, interpreting, evaluating, decision-making, remembering and communicating. It is important for designers to understand human cognition processes in order to design systems that are easy to learn, effective, efficient, pleasurable, and meaningful.

Here, I will first distinguish between two main modes of cognition. In my next post I will identify different categories of cognitive processes. The value of these distinctions is that different modes and types of cognition call for different technology and interaction solutions. It is important to note that both cognitive modes and multiple processes are always active simultaneously.

The focus of this, and my next, post is to explore the scope of cognition. In other words, the question being answered here is “what is cognition? And what are the main cognitive activities?” I will cover models that attempt to illustrate how cognition works at a later time; at which point the question I will address is “how does cognition function?”

The two modes of cognition identified by Don Norman are the experiential and reflective modes. Both of these are essential to human beings, and are continuously used in everyday life often in an overlapping manner. The description below and attached diagram aim to illustrate the main characteristics of each of each modes.
  • Experiential: state-of-mind associated to perception of the environment around us, and to our engagement with that environment through our actions and reactions. Contexts where an experiential mode of cognition is used include when a person is having a conversation, driving a car, or reading a book.
  • Reflective: state-of-mind associated to higher-level processing of knowledge, memory, and external information (or stimuli) through thinking, comparing, and judging. This type of cognition is needed for people to learn, create ideas, design products, and write books.
[source: Interaction Design: Beyond Human-Computer Interaction; Don Norman's book and Things That Make Us Smart.]

** What the hell is ID FMP? **

Thursday, February 12, 2009

10-15 Week Self-Taught Interaction Design Course

For the next 10-15 weeks the content of my blog is going to be associated to my reading of the text book Interaction Design: Beyond Human-Computer Interaction. This book was written by three British ladies, Sharp, Rogers and Preece, and published on Willey. Here is a link to their website, which is somewhat underwhelming considering the depth of the book. This is not to say that other topics may not occasionally pop up - the will be the exception rather than the rule.

For the past five months my personal curriculum has focused on reading and applying the theoretical knowledge and perspectives in my everyday experience with interactive devices and services. Moving forward I want to take a more structured approach to exploring interaction design before I delve into experimentation with design itself (those who would rather just dive in head first into the practice of design itself may think this sounds like looking at a porno magazine - albeit a good one - in substitution for the real thing).

So for the next few months my posts are going to feature my "homework". I will be sharing the assignments that I will be completing from the end of each chapter in the text book. Here is an overview of what the book covers (of course, I will likely focus on some areas and assignments, while glossing over others - one of the main benefit of following your own curriculum):
  1. What is Interaction Design?
  2. Understanding and Conceptualizing Interaction
  3. Understading Users
  4. Designing for Collaboration and Communication
  5. Affective Aspects
  6. Interfaces and Interactions
  7. Data Gathering
  8. Data Analysis, Interpretation, and Presentation
  9. The Process of Interaction Design
  10. Identifying Needs and Establishing Requirements
  11. Design, Prototype, and Construction
  12. Introducing Evaluation
  13. An Evaluation Framework
  14. Usability Testing and Field Studies
  15. Analytical Evaluation