Eye tracking data Acquisition and preprocessing for modeling of manager knowledge in financial report analysis

• Autorzy: Kaźmierczak Adrian

Identyfikatory

DOI

10.15439/2017F440

• Konferencja: Communication Papers of the 2017 Federated Conference on Computer Science and Information Systems
• Języki publikacji: EN

Abstrakty

EN

The article presents process of data acquisition and detection of pattern in the way of perceiving economic data. For this purpose, results of eye tracking study were used to obtain information on how data are analyzed by SME managers in accordance with their level of economic and financial knowledge. As a result, information was derived on viewing patterns allowing for generation of sequence patterns. Research results will help design a mechanism for intelligent interpretation of economic information in Business Intelligence systems.

• Wydawca: Polskie Towarzystwo Informatyczne
• Czasopismo: Annals of Computer Science and Information Systems
• Rocznik: 2017
• Tom: Vol. 13
• Strony: 249--254
• Opis fizyczny: Bibliogr. 10 poz., rys.

Twórcy

autor

Kaźmierczak Adrian

• Wrocław University of Economics, Komandorska Str. 118/120, 53-345 Wroclaw, Poland

Bibliografia

• 1. Korczak J., Dudycz H., Nita B., Oleksyk P., Kaźmieczak A., Attempt to extend knowledge of Decision Support Systems for small and medium-sized enterprises, Computer Science and Information Systems (FedCSIS), 2016, nr 8, pp. 1263-1271.
• 2. Korczak J., Kaźmierczak A., Discovery of Analytical Thinking Patterns of Managers using Eye Tracking, Intelligent Systems Conference (IntelliSys), 2017 [in print].
• 3. Nita B., Korczak J., Dudycz H., Oleksyk P., Kaźmierczak A. (2015), W kierunku inteligentnych systemów analizy finansowej w zarządzaniu małym i średnim przedsiębiorstwem, Stowarzyszenie Księgowych w Polsce, Katowice, pp. 79-101.
• 4. Gruber T. (1995), Toward Principles for the Design of Ontologies Used for Knowledge Sharing, Academic Press, Duluth, pp. 907-928.
• 5. Dudycz, H.: The Topic Map as a Visual Representation of Economic Knowledge (in Polish). Wrocław University of Economics, Wrocław (2013).
• 6. Agrawal R., Srikant R. (1995), Mining sequential patterns. Conf. Data Engineering (ICDE’95), Taipei, pp. 3-14.
• 7. Masseglia F., Teisseire M., Poncelet P. (2005), Sequential Pattern Mining: A Survey on Issues and Approaches, Institute of Electrical and Electronics Engineers, Gwalior, pp. 3-29.
• 8. Kamińska J. (2013), Okulografia w ocenie ergonomicznej stanowisk pracy - przykłady, Centralny Instytut Ochrony Pracy - Państwowy Instytut Badawczy. Warszawa, pp. 13-15.
• 9. Agrawal R., Srikant R. (1994), Fast Algorithms for Mining Association Rules, VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases, San Francisco, pp. 487-499.
• 10. Korczak J., Dudycz H., Nita B., Oleksyk P., Kaźmierczak A. (2015), Próba rozszerzenia wiedzy w systemach wspomagania decyzji menedżerskich w małych i średnich przedsiębiorstwach, Wydawnictwo Uniwersytetu Ekonomicznego w Katowicach, Katowice, pp. 227-241.