Enhancing Capabilities of Intelligent Decision Support Systems with Semantic Web Technologies
Nguyen, Tuan Viet (2012)
Nguyen, Tuan Viet
Kemi-Tornion ammattikorkeakoulu Lapin ammattikorkeakoulu
2012
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Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi:amk-201204164507
https://urn.fi/URN:NBN:fi:amk-201204164507
Tiivistelmä
This research is focused on the area of Intelligent Decision Support Systems (IDSSs) and Semantic Web technologies to provide insight into their potential integration. This research aims to propose ways in which Semantic Web technologies can be integrated with Intelligent Decision Support components to enhance their effectiveness and efficiency.
Inspired by the intelligent aspects of the Semantic Web, this work was formed. IDSSs were chosen as the field to apply Semantic Web technologies. To accomplish the aim of this work, the backgrounds of the Semantic Web and IDSSs were studied. Afterwards, potential Semantic Web technologies that can be integrated into IDSSs environments are proposed. Finally, this work gives implications of this integration and suggests directions for future research.
On the basis of the research questions listed and the area of research, exploratory research methodology was chosen. Exploratory research is relevant for this research because it enabled studies into the Semantic Web and IDSSs technologies to be conducted. Subsequently, assumptions and theories to their integration could be given. This research explores and provides suggestions for the integration, not concrete groundings for future applications. This work makes extensive use of secondary sources such as scientific journals and books from established authors.
The outputs of this work are ideas in which Semantic Web technologies can aid IDSSs, as well as a conceptual model of an IDSS environment incorporating SW technologies.
Inspired by the intelligent aspects of the Semantic Web, this work was formed. IDSSs were chosen as the field to apply Semantic Web technologies. To accomplish the aim of this work, the backgrounds of the Semantic Web and IDSSs were studied. Afterwards, potential Semantic Web technologies that can be integrated into IDSSs environments are proposed. Finally, this work gives implications of this integration and suggests directions for future research.
On the basis of the research questions listed and the area of research, exploratory research methodology was chosen. Exploratory research is relevant for this research because it enabled studies into the Semantic Web and IDSSs technologies to be conducted. Subsequently, assumptions and theories to their integration could be given. This research explores and provides suggestions for the integration, not concrete groundings for future applications. This work makes extensive use of secondary sources such as scientific journals and books from established authors.
The outputs of this work are ideas in which Semantic Web technologies can aid IDSSs, as well as a conceptual model of an IDSS environment incorporating SW technologies.