The Effect of Domain Knowledge on Icon Visualization

Iconic interfaces are now the de facto interface for most computer systems. Despite the popularity of iconic interfaces and the widespread belief that iconic interfaces are easier to comprehend than non-iconic interfaces, we have not come across any published study that has examined the effect of domain knowledge on end users’ interpretation of icons. An understanding of the relationship between domain knowledge and its effect on interpretation will enable us to design better icons to not only facilitate end users’ interpretation but also reduce misinterpretations of icons. This paper reports on an experimental study that investigates the effect of domain knowledge on novice users’ interpretation of icons. The hypotheses for this study are derived from theories in cognitive psychology and are empirically tested in an experiment. The results indicate that domain knowledge has no significant effect on the accuracy of interpretation. Domain knowledge, however, significantly affects the time taken to interpret icons and the confidence level of subjects. Theoretical perspectives on the interpretation of icons are also discussed.

[1]  David L. Hecht,et al.  Printed Embedded Data Graphical User Interfaces , 2001, Computer.

[2]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[3]  Bernard C. Y. Tan,et al.  Effects of GSS interface and task type on group interaction: An empirical study , 1997, Decis. Support Syst..

[4]  R. Mayer Thinking, Problem Solving, Cognition , 1983 .

[5]  Frank R. Yekovich,et al.  The Influence of Domain Knowledge on Inferencing In Low-Aptitude Individuals , 1990 .

[6]  Yvonne Rogers,et al.  Icons at the Interface: Their Usefulness , 1989, Interact. Comput..

[7]  John R. Anderson The Architecture of Cognition , 1983 .

[8]  Daniel M. Brown,et al.  Review of The humane interface , 2002 .

[9]  J. F. The Principles of Teaching , 1903, Nature.

[10]  Allen Newell,et al.  Human Problem Solving. , 1973 .

[11]  C. Lebiere,et al.  The Atomic Components of Thought , 1998 .

[12]  Herbert A. Simon,et al.  Why a Diagram is (Sometimes) Worth Ten Thousand Words , 1987, Cogn. Sci..

[13]  P. H. Lindsay,et al.  Human Information Processing: An Introduction to Psychology , 1972 .

[14]  Wilbert O. Galitz,et al.  The Essential Guide to User Interface Design , 2002 .

[15]  James A. Landay,et al.  Sketching Interfaces: Toward More Human Interface Design , 2001, Computer.

[16]  Jon Trinder,et al.  The Humane Interface: New Directions for Designing Interactive Systems , 2002, Interact. Learn. Environ..

[17]  Ben Shneiderman,et al.  Designing the User Interface: Strategies for Effective Human-Computer Interaction , 1998 .

[18]  Tara Chand Principles of Teaching , 2002 .

[19]  Ganesh S. Oak Information Visualization Introduction , 2022 .

[20]  Jennifer C. Lai,et al.  Conversational interfaces , 2000, CACM.

[21]  Gregory D. Abowd,et al.  Human-Computer Interaction. Second Edition. , 1998 .

[22]  John R. Anderson Language, Memory, and Thought , 1976 .

[23]  G. A. Miller The magical number seven plus or minus two: some limits on our capacity for processing information. , 1956, Psychological review.

[24]  Herbert A. Simon,et al.  Information-Processing Theory of Human Problem Solving , 1978 .

[25]  Kenneth N. Lodding,et al.  Iconic Interfacing , 1983, IEEE Computer Graphics and Applications.

[26]  George Polya,et al.  Mathematical discovery : on understanding, learning, and teaching problem solving , 1962 .

[27]  Jakob Nielsen,et al.  Usability engineering , 1997, The Computer Science and Engineering Handbook.

[28]  Graeme G. Shanks,et al.  Understanding corporate data models , 1999, Inf. Manag..

[29]  D. M. Hutton,et al.  The Essence of Human Computer Interaction , 2000 .

[30]  Allen Newell,et al.  The psychology of human-computer interaction , 1983 .

[31]  N. A. Rahman,et al.  How to solve problems : elements of a theory of problems and problem solving , 1975 .

[32]  Philip Banyard,et al.  Thinking & problem solving , 1991 .

[33]  George W. Ernst,et al.  GPS : a case study in generality and problem solving , 1971 .

[34]  E. Gagné The cognitive psychology of school learning , 1985 .

[35]  Jeffrey L. Whitten,et al.  Systems Analysis and Design Methods , 1986 .

[36]  Carol H. Walker,et al.  Relative Importance of Domain Knowledge and Overall Aptitude on Acquisition of Domain-Related Information , 1987 .

[37]  Kevin Mullet,et al.  Designing Visual Interfaces , 1996, SGCH.

[38]  H A Simon,et al.  How Big Is a Chunk? , 1974, Science.

[39]  Theo Mandel,et al.  The Elements of User Interface Design , 1997 .

[40]  Janice Redish,et al.  User and task analysis for interface design , 1998 .