TELKOMNIKA (Telecommunication Computing Electronics and Control)
Vol 15, No 4: December 2017

Automatic Data Interpretation in Accounting Information Systems Based On Ontology

Irvan Iswandi (Institut Teknologi Bandung, Indonesia)
Iping Supriana Suwardi (Institut Teknologi Bandung, Indonesia)
Nur Ulfa Maulidevi (Institut Teknologi Bandung, Indonesia)



Article Info

Publish Date
01 Dec 2017

Abstract

Financial transactions recorded into accounting journals based on the evidence of the transaction. There are several kinds of evidence of transactions, such as invoices, receipts, notes, memos and others.  Invoice as one of transaction receipt has many forms that it contains a variety of information.  The information contained in the invoice identified based on rules.  Identifiable information includes: invoice date, supplier name, invoice number, product ID, product name, quantity of product and total price.  In this paper, we proposed accounting ontology and Indonesian accounting dictionary. It can be used in intelligence accounting systems. Accounting ontology provides an overview of account mapping within an organization. The accounting dictionary helps in determining the account names used in accounting journals.  Accounting journal created automatically based on accounting evidence identification.  We have done a simulation of the 160 Indonesian accounting evidences, with the result of precision 86.67%, recall 92.86% and f-measure 89.67%.

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Journal Info

Abbrev

TELKOMNIKA

Publisher

Subject

Computer Science & IT

Description

Submitted papers are evaluated by anonymous referees by single blind peer review for contribution, originality, relevance, and presentation. The Editor shall inform you of the results of the review as soon as possible, hopefully in 10 weeks. Please notice that because of the great number of ...