Computational Linguistics
Toward principles for the design of ontologies used for knowledge sharing
International Journal of Human-Computer Studies - Special issue: the role of formal ontology in the information technology
Representation of propositional expert systems as partial functions
Artificial Intelligence
Intelligent systems for engineers and scientists (2nd ed.)
Intelligent systems for engineers and scientists (2nd ed.)
Information modeling and relational databases: from conceptual analysis to logical design
Information modeling and relational databases: from conceptual analysis to logical design
Modern Information Retrieval
Survey of semantic annotation platforms
Proceedings of the 2005 ACM symposium on Applied computing
Proceedings of the 15th international conference on World Wide Web
An ontology engineering methodology for DOGMA
Applied Ontology - Ontological Foundations of Conceptual Modelling
Use Semantic Decision Tables to Improve Meaning Evolution Support Systems
UIC '08 Proceedings of the 5th international conference on Ubiquitous Intelligence and Computing
Semantic Decision Tables: Self-organizing and Reorganizable Decision Tables
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Use semantic decision tables to improve meaning evolution support systems
International Journal of Autonomous and Adaptive Communications Systems
Use semantic decision tables to improve meaning evolution support systems
International Journal of Autonomous and Adaptive Communications Systems
On conducting a decision group to construct semantic decision tables
OTM'07 Proceedings of the 2007 OTM confederated international conference on On the move to meaningful internet systems - Volume Part I
Organizing meaning evolution supporting systems using semantic decision tables
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
Towards semantically grounded decision rules using ORM+
RuleML'07 Proceedings of the 2007 international conference on Advances in rule interchange and applications
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems: Part II
Decisions: algebra and implementation
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
An ontology engineering methodology for DOGMA
Applied Ontology - Ontological Foundations of Conceptual Modelling
Multi-criteria decision making in ontologies
Information Sciences: an International Journal
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Decision tables are a widely used knowledge management tool in the decision making process. Ambiguity and conceptual reasoning difficulties arise while designing large decision tables in a collaborative environment. We introduce the notion of Semantic Decision Table (SDT), which enhances a decision table with explicit decision semantics by annotating it properly with a domain ontology. In this paper, we focus on the SDT construction process. First, we map decision items to the ontology by building a rooted tree of decision binary facts and visualize it in a scalable manner. Formal ontological roles are used during this mapping process. Then, we commit the decision rules to the mapping results with a high level pseudo-natural language to ground their semantic. We illustrate with an SDT example from the domain of human resource management.