Accession Number : ADA288967
Title : Generating Natural Language Descriptions with Integrated Text and Examples.
Descriptive Note : Research rept.,
Corporate Author : UNIVERSITY OF SOUTHERN CALIFORNIA MARINA DEL REY INFORMATION SCIENCES INST
Personal Author(s) : Mittal, Vibhu O.
PDF Url : ADA288967
Report Date : SEP 1993
Pagination or Media Count : 171
Abstract : Good documentation is critical for user acceptance of any system. Advances in area such as knowledgebased systems, text generation and multi-media have now made it possible to investigate the automatic generation of documentation from the underlying knowledge bases. Empirical studies have shown that examples can greatly increase the effectiveness of system documentation. However, studies also show that badly integrated text and examples can be actually detrimental compared to using either text or examples alone. It is thus clear that in order to provide useful documentation automatically, a system must be capable of providing well-integrated examples to illustrate its points. This thesis builds upon previous work in natural language generation, example generation, cognitive and educational psychology to identify relevant issues in the generation of coherent descriptions that integrate text and examples. We identify how text and examples co-constrain each other and show that a system must consider example generation as an integral part of the generation process. We describe an implementation, and an initial evaluation of the system's effectiveness.
Descriptors : *COMPUTER PROGRAM DOCUMENTATION, *ACCEPTABILITY, *NATURAL LANGUAGE, EDUCATION, COGNITION, COHERENCE, THESES, USER NEEDS, KNOWLEDGE BASED SYSTEMS, AUTOMATIC, PERCEPTION(PSYCHOLOGY).
Subject Categories : Linguistics
Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE