Due to the lack of standardization, the task consisting in the classification of invoices’ billing entries for accounting purposes has yet not been made fully automatic despite the diffusion of e-invoicing systems. Each accounting firm adopts its own conventions also on the basis of the specific business domain of the invoice owner. Here, we describe a knowledge-based software platform devised to adequately address this issue. The paper focuses on the evaluation of the most appropriate classification algorithms which are suitable to be employed in an adaptive meta-learning approach. The effectiveness of the selected algorithms is experimentally assessed by running them on a real dataset of invoice entries.

A knowledge-based platform for the classification of accounting documents

Amelio A.;
2019-01-01

Abstract

Due to the lack of standardization, the task consisting in the classification of invoices’ billing entries for accounting purposes has yet not been made fully automatic despite the diffusion of e-invoicing systems. Each accounting firm adopts its own conventions also on the basis of the specific business domain of the invoice owner. Here, we describe a knowledge-based software platform devised to adequately address this issue. The paper focuses on the evaluation of the most appropriate classification algorithms which are suitable to be employed in an adaptive meta-learning approach. The effectiveness of the selected algorithms is experimentally assessed by running them on a real dataset of invoice entries.
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11564/770118
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact