Knowledge Fusion Patterns for Design of Context-Aware Decision Support Systems
The objective of the research is to offer a methodology providing a feasible functionality of context-aware systems for the users. The systems are considered consisting of a set of knowledge sources. These sources are involved in knowledge fusion processes to support the systems functionalities. The...
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| Format: | Article |
| Language: | English |
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Riga Technical University Press
2014-03-01
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| Series: | Complex Systems Informatics and Modeling Quarterly |
| Subjects: | |
| Online Access: | https://csimq-journals.rtu.lv/article/view/566 |
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| _version_ | 1850225370979106816 |
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| author | Alexander Smirnov Tatiana Levashova |
| author_facet | Alexander Smirnov Tatiana Levashova |
| author_sort | Alexander Smirnov |
| collection | DOAJ |
| description | The objective of the research is to offer a methodology providing a feasible functionality of context-aware systems for the users. The systems are considered consisting of a set of knowledge sources. These sources are involved in knowledge fusion processes to support the systems functionalities. The core of the methodology is knowledge fusion patterns. They characterize knowledge sources involved in the knowledge fusion processes in terms of preservation/change of the sources' autonomies and structures. In the methodology, the patterns are used to specify the requirements to the knowledge sources from the systems to ensure the full systems functionalities. Matching the system's requirements against the user's requirements to the system functionality and the user's constraints on the sources of information and knowledge enables to offer feasible system functionality to the users. |
| format | Article |
| id | doaj-art-58df53978f624feca1f34c9406bd388f |
| institution | OA Journals |
| issn | 2255-9922 |
| language | English |
| publishDate | 2014-03-01 |
| publisher | Riga Technical University Press |
| record_format | Article |
| series | Complex Systems Informatics and Modeling Quarterly |
| spelling | doaj-art-58df53978f624feca1f34c9406bd388f2025-08-20T02:05:23ZengRiga Technical University PressComplex Systems Informatics and Modeling Quarterly2255-99222014-03-0101244110.7250/csimq.2014-1.02363Knowledge Fusion Patterns for Design of Context-Aware Decision Support SystemsAlexander Smirnov0Tatiana Levashova1St. Petersburg Institute for Informatics and Automation of the Russian Academy of SciencesSt. Petersburg Institute for Informatics and Automation of the Russian Academy of SciencesThe objective of the research is to offer a methodology providing a feasible functionality of context-aware systems for the users. The systems are considered consisting of a set of knowledge sources. These sources are involved in knowledge fusion processes to support the systems functionalities. The core of the methodology is knowledge fusion patterns. They characterize knowledge sources involved in the knowledge fusion processes in terms of preservation/change of the sources' autonomies and structures. In the methodology, the patterns are used to specify the requirements to the knowledge sources from the systems to ensure the full systems functionalities. Matching the system's requirements against the user's requirements to the system functionality and the user's constraints on the sources of information and knowledge enables to offer feasible system functionality to the users.https://csimq-journals.rtu.lv/article/view/566Context aware decision supportontology-based contextknowledge fusionknowledge fusion patternspattern-based methodologyemergency response |
| spellingShingle | Alexander Smirnov Tatiana Levashova Knowledge Fusion Patterns for Design of Context-Aware Decision Support Systems Complex Systems Informatics and Modeling Quarterly Context aware decision support ontology-based context knowledge fusion knowledge fusion patterns pattern-based methodology emergency response |
| title | Knowledge Fusion Patterns for Design of Context-Aware Decision Support Systems |
| title_full | Knowledge Fusion Patterns for Design of Context-Aware Decision Support Systems |
| title_fullStr | Knowledge Fusion Patterns for Design of Context-Aware Decision Support Systems |
| title_full_unstemmed | Knowledge Fusion Patterns for Design of Context-Aware Decision Support Systems |
| title_short | Knowledge Fusion Patterns for Design of Context-Aware Decision Support Systems |
| title_sort | knowledge fusion patterns for design of context aware decision support systems |
| topic | Context aware decision support ontology-based context knowledge fusion knowledge fusion patterns pattern-based methodology emergency response |
| url | https://csimq-journals.rtu.lv/article/view/566 |
| work_keys_str_mv | AT alexandersmirnov knowledgefusionpatternsfordesignofcontextawaredecisionsupportsystems AT tatianalevashova knowledgefusionpatternsfordesignofcontextawaredecisionsupportsystems |