In the framework of the Computational Intelligence course of the Department of Business Administration of the TEI of Patras, the trainees carry out a research aiming to study cognitive processes and aspects of the personality and behavior of students and students of the Greek Universities and Technological Educational Institutions of the country.
The kids asked us to let the survey be made public to iGuRu.gr to be able to have more samples. If you wish to help by answering the questionnaire, you should be aware that your answers are anonymous and confidential and will not be used for any other reason than the scientific study. For this reason, please answer honestly and yourself. The observance of personal data is in accordance with the State Personal Data Protection Authority of the State (Law 2472 / 1997). When the results are published, nothing will betray the identities of those who participated.
Application of Methods of Mechanical Learning in the Assessment of Student Concentration
In the present study, Machine Learning techniques are applied in order to evaluate the concentration of students. The data were collected by completing electronic questionnaires, which were created based on and using the absorption scale services Google Forms.
The online questionnaires were posted on on-line place http://www.cicos.gr created for this purpose. The sample consists of students aged between 18 and 28 years. The absorption scale was constructed in order to determine self-concentration which is considered a key parameter for the manifestation and management of depression.
The absorption scale that evaluates 2 absorption subtypes (internal and external) examines the extent and duration of concentration (internal absorption) as well as the management of external concentration in a particular work item.
Then, the collected data were selected for analysis, with relevant transformations, in order to have a suitable format in order to satisfy the requirements, for the application of the respective machine learning algorithms. The software was used to analyze the data packet open source Weka, which contains a variety of Machine Learning and Data Mining methods.
In addition, the parameters of the corresponding algorithms were determined, depending on the case of application, in order to produce conclusions for deducting rules. In conclusion, the significance of exported rules / conclusions was evaluated
Scale of Absorption (Sakamoto)
Please note with a circle whether each of the following sentences applies to you,
ie whether each proposal describes or describes yourself.
Please answer the questionnaire by clicking on the link below:
Scale of Absorption (Sakamoto)
[S. SAKAMOTO, 1998. Translation and Customization in Greek: P. FUTURE, 2000]
