A Natural Language Processing Tool to Support the Electronic Invoicing Process in Italy

被引:0
|
作者
Pugliese, Luigi Di Puglia [1 ]
Guerriero, Francesca [2 ]
Macrina, Giusy [2 ]
Messina, Enza [3 ]
机构
[1] CNR, Ist Calcolo & Reti Alte Prestaz, Arcavacata Di Rende, Italy
[2] Univ Calabria, Dept Mech Energy & Management Engn, Arcavacata Di Rende, Italy
[3] Univ Milano Bicocca, DISC, Milan, Italy
关键词
advanced tool; e-invoicing process; named entity recognition; conditional random fields; constrained shortest path;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The use of electronic invoices helps to reduce the amount of paper used to store transaction information and offers many benefits to the companies. Indeed, it allows to speed the process, improve the efficiency, and reduce the environmental externalities. In addition, the availability of real-data on business operations ensures the timely detection of fraudulent transactions. However, the electronic invoicing process requires that all the invoices are converted to a standard electronic format, specified by local governments. In this work, we present a software tool developed to support the invoice dematerialization process in Italy. The implemented system is based on the named entity recognition model, a natural language processing technique capable of identifying the structure of the documents and automatically extrapolating the information. The developed tool has been tested by an Italian company. The results obtained are encouraging.
引用
收藏
页码:397 / 402
页数:6
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