Towards Automated Analysis of Eye Tracking Studies using the Workflow Technology

نویسندگان

  • Tanja Blascheck
  • Karolina Vukojevic-Haupt
  • Dominik Weber
  • Dimka Karastoyanova
  • Thomas Ertl
چکیده

Eye tracking studies have become one means to evaluate user behavior. For example, eye tracking is used in marketing research, psychology, human-computer interaction, or visualization. Analyzing eye movement data can help to find where on a stimulus and at what areas of a stimulus a participant focused on. Eye tracking can be used besides classical benchmark metrics such as completion times and accuracy rates of correctly given answers. However, evaluating eye movement data is a time consuming task, as a large amount of data has to be analyzed. Typically, multiple software systems have to be used, each having a different format of the data. This leads to tedious work, as the analyst has to reformat the data and learn how to use different software systems. Therefore, we suggest to analyze eye movement data using workflow technology. This allows to automatically analyze the data, and have a reproducible result. The analyst is not concerned with the technicalities and can rather focus on the interpretation of the analyzed data. Allowing an automatic evaluation using the workflow technology, requires that the analysis functionality is available via web services. In this paper, we contribute a workflow system based on web service operations. The web service offers functionality of an eye tracking analysis framework for the automatic analysis of eye movement data. The workflow system can be used to model and execute different types of eye tracking evaluations.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Use of eye tracking technology in eating disorders: Review Study

Eating disorders are among the topics of interest to many researchers and have been studied from several perspectives. According to the Diagnostic and Statistical Manual of Mental Disorders (DSM), these disorders include persistent eating disorders or eating-related behaviors and have different types such as anorexia nervosa, bulimia nervosa, binge-eating disorder, pica, and other disorders tha...

متن کامل

Application of eye tracking technology for screening and rehabilitation of children with special needs.

Eye tracking is a technology for measuring eye movements when looking at a point. The length of time to look at a particular situation, the sequence of observations, as well as points of attention are processed in the process of eye tracking and eye movements are identified by topics such as fixation, saccade, etc. Information about how the eyes move at a special moment has many potential appli...

متن کامل

Evaluation of Attention Bias in Morphine and Methamphetamine Abusers towards Emotional Scenes during Early Abstinence: An Eye-Tracking Study

Introduction: We hypothesized that inappropriate attention during the period of abstinence in individuals with substance use disorder can result in an inadequate perception of emotion and unsuitable reaction to emotional scenes. The main aim of this research was to evaluate the attentional bias towards emotional images in former substance abusers and compare it to healthy adults. Methods:...

متن کامل

Eye-Tracking Method’ Usage for Understanding the Cognitive Processes in Multimedia Learning

Introduction: Designing multimedia learning environments should consist of the evidence-based study and principals about the human learning process. Eye tracking is a way based on the learner processing of learning materials which presented in multimedia learning environments. The aim of the study was to examine the use of the eye-tracking method to investigate the cognitive processes in m...

متن کامل

Chronic Pain and Selective Attention to Pain Arousing Daily Activity Pictures: Evidence From an Eye Tracking Study

Introduction: According to the pain research literature, attentional bias for pain is the mechanism responsible for the development and maintenance of fear of pain in patients with chronic pain. However, there is still some debate about the exact mechanism and the role of faster engagement versus difficulty in disengagement in the development of attentional bias.  Methods: To investigate ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014