An introduction to database systems: vol. I (4th ed.)
An introduction to database systems: vol. I (4th ed.)
A comparative analysis of methodologies for database schema integration
ACM Computing Surveys (CSUR)
ADDS: A system for automatic database schema design based on the binary-relationship model
Data & Knowledge Engineering
A methodology for creating user views in database design
ACM Transactions on Database Systems (TODS)
A Generalized Expert System for Database Design
IEEE Transactions on Software Engineering
SIGMOD '89 Proceedings of the 1989 ACM SIGMOD international conference on Management of data
Conceptual schema and relational database design: a fact oriented approach
Conceptual schema and relational database design: a fact oriented approach
Cyc: toward programs with common sense
Communications of the ACM
Design and development of an expert database design system
International Journal of Expert Systems
Conceptual database design: an Entity-relationship approach
Conceptual database design: an Entity-relationship approach
Enabling technology for knowledge sharing
AI Magazine
On taxonomic reasoning in conceptual design
ACM Transactions on Database Systems (TODS)
Database systems: design, implementation and management
Database systems: design, implementation and management
The phenomenon of commonsense reasoning: nonmonotonicity, action and information
The phenomenon of commonsense reasoning: nonmonotonicity, action and information
Fundamentals of database systems (2nd ed.)
Fundamentals of database systems (2nd ed.)
A selective survey of the use of artificial intelligence for database design systems
Data & Knowledge Engineering
A translation approach to portable ontology specifications
Knowledge Acquisition - Special issue: Current issues in knowledge modeling
Communications of the ACM
A conversation with Marvin Minsky about agents
Communications of the ACM
Agents that reduce work and information overload
Communications of the ACM
Enabling agents to work together
Communications of the ACM
Reverse engineering of relational databases: extraction of an EER model from a relational database
Data & Knowledge Engineering
CIKM '94 Proceedings of the third international conference on Information and knowledge management
The entity-relationship model—toward a unified view of data
ACM Transactions on Database Systems (TODS) - Special issue: papers from the international conference on very large data bases: September 22–24, 1975, Framingham, MA
Naive Semantics for Natural Language Understanding
Naive Semantics for Natural Language Understanding
View Creation: An Expert System for Database Design
View Creation: An Expert System for Database Design
Building Large Knowledge-Based Systems; Representation and Inference in the Cyc Project
Building Large Knowledge-Based Systems; Representation and Inference in the Cyc Project
View Integration: A Step Forward in Solving Structural Conflicts
IEEE Transactions on Knowledge and Data Engineering
A Method for Putting Strategic Common Sense into Expert Systems
IEEE Transactions on Knowledge and Data Engineering
COLOR-X: Linguistically-based Event Modeling: A General Approach to Dynamic Modeling
CAiSe '95 Proceedings of the 7th International Conference on Advanced Information Systems Engineering
Text Understanding in LILOG, Integrating Computational Linguistics and Artificial Intelligence, Final Report on the IBM Germany LILOG-Project
Text Understanding in LILOG, Integrating Computational Linguistics and Artificial Intelligence, Final Report on the IBM Germany LILOG-Project
Some ideas and examples to evaluate ontologies
CAIA '95 Proceedings of the 11th Conference on Artificial Intelligence for Applications
Improving database design through the analysis of relationships
ACM Transactions on Database Systems (TODS)
Manufacturing in the Digital Age: Exploiting Information Technologies for Product Realization
Information Systems Frontiers
Naive Semantics to Support Automated Database Design
IEEE Transactions on Knowledge and Data Engineering
A Methodology for Learning Across Application Domains for Database Design Systems
IEEE Transactions on Knowledge and Data Engineering
Understanding and Representing Relationship Semantics in Database Design
NLDB '00 Proceedings of the 5th International Conference on Applications of Natural Language to Information Systems-Revised Papers
An Ontology for Classifying the Semantics of Relationships in Database Design
NLDB '00 Proceedings of the 5th International Conference on Applications of Natural Language to Information Systems-Revised Papers
Reuse of Database Design Decisions
ER '99 Proceedings of the Workshops on Evolution and Change in Data Management, Reverse Engineering in Information Systems, and the World Wide Web and Conceptual Modeling
An Ontology-Based Framework for Generating and Improving Database Design
NLDB '02 Proceedings of the 6th International Conference on Applications of Natural Language to Information Systems-Revised Papers
An approach to dynamic ontology modification in mediator service-oriented information systems
ISTA '01 Proceedings of the 2001 international conference on Information systems technology and its applications - Volume P-2
Requirements interaction management
ACM Computing Surveys (CSUR)
Intelligent Database Design Diagnosis: Performance Assessment with the Provision of Domain Knowledge
Artificial Intelligence Review
IEEE Transactions on Knowledge and Data Engineering
Information systems interoperability: What lies beneath?
ACM Transactions on Information Systems (TOIS)
Comparing Relationships in Conceptual Modeling: Mapping to Semantic Classifications
IEEE Transactions on Knowledge and Data Engineering
Information Systems Research
CABSYDD: Case-Based System for Database Design
Journal of Management Information Systems
Evaluating the adoption potential of design science efforts: The case of APSARA
Decision Support Systems
Design science in information systems research
MIS Quarterly
A method for pruning ontologies in the development of conceptual schemas of information systems
Journal on Data Semantics V
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Automated database design systems embody knowledge about the database design process. However, their lack of knowledge about the domains for which databases are being developed significantly limits their usefulness. A methodology for acquiring and using general world knowledge about business for database design has been developed and implemented in a system called the Common Sense Business Reasoner, which acquires facts about application domains and organizes them into a a hierarchical, context-dependent knowledge base. This knowledge is used to make intelligent suggestions to a user about the entities, attributes, and relationships to include in a database design. A distance function approach is employed for integrating specific facts, obtained from individual design sessions, into the knowledge base (learning) and for applying the knowledge to subsequent design problems (reasoning).