Extension of Intelligence of Decision Support Systems: Manager Perspective

Jerzy Korczak , Helena Dudycz , Bartłomiej Nita , Piotr Oleksyk , Adrian Kaźmierczak

Abstract

The article presents an approach to extend the functionality and knowledge of Decision Support Systems to answer the requirements of managers of small and medium-sized enterprises (SMEs). It concerns two major aspects of the system, i.e. the interface that takes into account the level of knowledge of the manager, and the interpretation of economic and financial information using the built-in domain ontologies. The project is related to the design of smart decision support systems based on financial ontology and on the model of manager knowledge created by eye-tracking analysis. An experiment was carried out on real financial data extracted from the database of BINOCLE system, developed by Bilander Co. To create a model of manager knowledge, a number of financial analysts, experts and economists were invited to analyze the pre-defined financial reports. Their tasks were observed and analyzed by the eye-tracking system StudioTM, Tobii. The logs of the system as well as the financial ontology have been used to develop the intelligent interface of a Decision Support System
Author Jerzy Korczak (MISaF / IBI / DIT)
Jerzy Korczak,,
- Department of Information Technologies
, Helena Dudycz (MISaF / IBI / DIT)
Helena Dudycz,,
- Department of Information Technologies
, Bartłomiej Nita (MISaF / IR / KTRiAF)
Bartłomiej Nita,,
- Katedra Teorii Rachunkowości i Analizy Finansowej
, Piotr Oleksyk (MISaF / IR / KTRiAF)
Piotr Oleksyk,,
- Katedra Teorii Rachunkowości i Analizy Finansowej
, Adrian Kaźmierczak (MISaF / IBI / DIT)
Adrian Kaźmierczak,,
- Department of Information Technologies
Pages35-48
Publication size in sheets0.65
Book Ziemba Ewa (eds.): Information Technology for Management. New Ideas and Real Solutions. 14th Conference, AITM 2016 and 11th Conference, ISM 2016, held as Part of FedCSIS, Gdansk, Poland, September 11–14, 2016 Revised Selected Papers , Lecture Notes in Business Information Processing, no. 277, 2017, Springer International Publishing, ISBN 978-3-319-53075-8, [978-3-319-53076-5], 243 p., DOI:10.1007/978-3-319-53076-5
Keywords in Englishmodel of manager knowledge, ontology, financial analysis, eye tracking, decision support system
DOIDOI:10.1007/978-3-319-53076-5_3
URL https://link.springer.com/chapter/10.1007%2F978-3-319-53076-5_3
Languageen angielski
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Korczak_Dudycz_Nita_Oleksyk_Kazmierczak_Extension_ of_ Intelligence_of_Decision2017.pdf 2,1 MB
Score (nominal)20
Score sourcepublisherList
Publication indicators Scopus Citations = 2; WoS Citations = 1
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