Fuzzy query interface for a business database

被引:15
作者
Ribeiro, RA
Moreira, AM
机构
[1] Univ Lusiada, Dept Management, P-1349001 Lisbon, Portugal
[2] Univ Nova Lisboa, Fac Ciencias & Tecnol, Dept Informat, P-2825 Monte De Caparica, Portugal
关键词
fuzzy logic; flexible queries; pseudo-natural language; fuzzy adverbs; economic and financial indicators;
D O I
10.1016/S1071-5819(03)00010-7
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Managers, in today's corporations, rely increasingly on the use of databases to obtain insights and updated information to make their decisions. This paper describes a flexible query interface based on fuzzy logic. Hence, queries in natural language with pre-defined syntactical structures are performed, and the system uses a fuzzy natural language process to provide answers. This process. uses the fuzzy translation rules of the meaning representation language PRUF, proposed by Zadeh (Intern. J. Man-Machine Studies 10 (1978) 395). The interface was built for a relational database of the 500 biggest non-financial Portuguese companies. The attributes considered are the economic and financial indicators. Examples of pseudo-natural language queries, such as "is company X very profitable?" or "are most private companies productive?", are presented to show the capabilities of this human-oriented interface. (C) 2003 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:363 / 391
页数:29
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