AUTOMATION OF THE CONVERSION OF NATURAL LANGUAGE TO FORMALIZED NODE OF KNOWLEDGE RECORD
Journal: Zbornik Veleučilišta u Rijeci - Journal of the Polytechnic of Rijeka (Vol.10, No. 1)Publication Date: 2022-05-20
Authors : Marina Rauker Koch Sanja Čandrlić Martina Ašenbrener Katić;
Page : 57-71
Keywords : Node of Knowledge (NOK); Formalized Node of Knowledge (FNOK); Knowledge Representation; Question-Answering (QA) system;
Abstract
The paper describes the improvement of the system for automatic question answering based on the knowledge expressed in natural language sentences. The system is implemented using a relational database. This system will be the basis for the development of a web application for obtaining answers to the posed questions. In order for natural language sentences to be entered into a relational database, they must be prepared and formally recorded. The development of a question-answering system is based on the application of the conceptual framework Node of Knowledge (NOK), whose formalized record is suitable for input to a relational database from which answers to questions can be obtained. This paper presents an application for automated conversion of English sentences into a formalized record. The application was tested on one hundred simple English sentences, and the results of the automated conversion were compared with those obtained by processing the same sentences manually.
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