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 children ζήτησαν από εμάς να γνωστοποιήσουμε την έρευνα στο κοινό του iGuRu.gr για να καταφέρουν να έχουν περισσότερα δείγματα. Αν επιθυμείτε να βοηθήσετε απαντώντας στο ερωτηματολόγιο, θα πρέπει να γνωρίζετε ότι οι απαντήσεις σας είναι ανώνυμες και εμπιστευτικές και δε θα χρησιμοποιηθούν για κανένα άλλο λόγο πέραν της επιστημονικής μελέτης. Για το λόγο αυτό παρακαλείσθε να απαντήσετε με ειλικρίνεια και μόνοι/ες σας. Η τήρηση των προσωπικών δεδομένων είναι σύμφωνη με την Αρχή Προστασίας Προσωπικών Δεδομένων του Κράτους (Ν. 2472/1997). Όταν δημοσιευθούν τα αποτελέσματα τίποτα δεν θα προδίδει τις 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. Data were collected by completing electronic questionnaires, which were created based on the absorption scale and using the services Google Forms.
The online questionnaires were posted on the website http://www.cicos.gr created for this purpose. The sample consists of students aged from 18 to 28 years old. The absorption scale was constructed to determine the concentration that is considered a key parameter for the development and management of depression.
The absorption scale which assesses 2 subtypes of absorption (internal and external) examines the degree and duration of self-concentration (internal absorption) as well as the management of external concentration on a specific object work.
The collected data were then selected to analysis, with relevant transformations, so that they have a suitable form in order to satisfy the requirements, for the application of the corresponding machine learning algorithms. The open source software package Weka, which contains a variety of Machine Learning and Data Mining methods, was used to analyze the data.
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]
