TAILIEUCHUNG - Báo cáo khoa học: "THEORETICAL/TECHNICAL ISSUES IN NATURAL LANGUAGE ACCESS TO DATABASES"

In responding to the guidelines established by the session chairman of this panel, three of the five topics he set forth will be discussed. These include aggregate functions and quantity questions, querying semantically complex fields, and multi-file queries. As we will make clear in the sequel, the transformational apparatus utilized in the TQA Question Answering System provides a principled basis for handling these and many other problems i n natural language access to databases. In addition to considering some subset of the chairman's five problems, each of the panelists was invited to propose and choose one issue of his/her. | THEORETICAL TECHNICAL ISSUES IN NATURAL LANGUAGE ACCESS TO DATABASES s. R. Petrick IBM . Watson Research Center INTRODUCTION In responding to the guidelines established by the session chairman of this panel three of the five topics he set forth will be discussed. These include aggregate functions and quantity questions querying semantically complex fields and multi-file queries. As we will make clear in the sequel the transformational apparatus utilized in the TQA Question Answering System provides a principled basis for handling these and many other problems in natural language access to databases. In addition to considering some subset of the chairman s five problems each of the panelists was invited to propose and choose one issue of his her own choosing. If time and space permitted I would have chosen the subject of extensibility of natural language systems to new applications. In light of existing restrictions however I have chosen a more tractable problem to which I have given some attention and in whose treatment I am interested this is the translation of quantified relational calculus expressions to a formal query language such as SQL. AGGREGATE FUNCTIONS AND QUANTITY QUESTIONS Questions such as How many employees are in the sales department must be mapped into three radically different database query language expressions depending on how the database is set up. It may be appropriate to retrieve a pre-stored total number of employees from a NUMBER-OF-EMPLOYEES field of a DEPARTMENT file or to count the number of records in an EMPLOYEE file that have the value SALES in the DEPARTMENT field or if departments are broken down into offices with which are associated the total numbers of employees employed therein to total the values of the NUMBER-OF-EMPLOYEES field in all the records for offices in the sales department. In the TQA System there are a number of different levels of representation of a given query. The grammar which assigns structure to a query .

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