tailieunhanh - Báo cáo khoa học: "Acquisition of Conceptual Data Models from Natural Language Descriptions"

Acquiring information systems specifications from natural language description is presented as a problem class that requires a different treatment of semantics when compared with other applied NL systems such as database and operating system interfaces. Within this problem class, the specific task of obtaining explicit conceptual data models from natural language text or dialogue is being investigated. The knowledge brought to bear on this task is classified into syntactic, semantic and systems analysis knowledge. Investigations with a simple syntactic parse and with a semantic analysis using McCorcl's Slot Grammar are reported, and the structure of the systems analysis knowledge. | Acquisition of Conceptual Data Models from Natural Language Descriptions William Department of Computation UMIST PO Box 88 Sackville Street Manchester M60 1QD UK Abstract Acquiring information systems specifications from natural language description is presented as a problem class that requires a different treatment of semantics when compared with other applied NL systems such as database and operating system interfaces. Within this problem class the specific task of obtaining explicit conceptual data models from natural language text or dialogue is being investigated. The knowledge brought to bear on this task is classified into syntactic semantic and systems analysis knowledge. Investigations with a simple syntactic parse and with a semantic analysis using McCord s Slot Grammar are reported and the structure of the systems analysis knowledge is considered. 1 Introduction This section introduces the application of computer-based tools for information systems requữements analysis design and implementation and outlines a motivation for endowing such tools with natural language interfaces. It concludes with the structure of the remainder of the paper. Information systems development suffers from two widely acknowledged problems an applications backlog whereby demand for applications exceeds resources available for its satisfaction. a requfrements analysis problem. This is often manifested as a maintenance problem whereby resources that could be put into reducing the applications backlog are instead devoted to correcting faults in delivered systems. Most such faults are traceable to erroneous specifications resulting from a failure to establish user requirements correctly. The industry has provided solutions to each of these problems The problem of productivity has been addressed by the provision of more powerful higher-level languages known as application generators or fourth generation languages 4GLs in which the same functionality can be achieved in a tenth

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