Extracting Business Process Models Using Natural Language Processing (NLP) Techniques

Author(s):  
Konstantinos Sintoris ◽  
Kostas Vergidis
2021 ◽  
Vol 23 (2) ◽  
pp. 40-44
Author(s):  
Olivia Fragoso-Diaz ◽  
Vitervo Lopez Caballero ◽  
Juan Carlos Rojas-Perez ◽  
Rene Santaolaya-Salgado ◽  
Juan Gabriel Gonzalez-Serna

Author(s):  
Peter Rittgen

The increasing complexity of products and services encourages more and more companies to form collaborative networks. As these companies are independent organizations there often is an issue of governance. We suggest a possible architecture for such a business network that proposes a frame contract as the principal means of coordination and describes how such a contract can be designed and enacted. Often frame contracts are written in natural language which makes it difficult to govern the network effectively and efficiently. We therefore introduce a structured method that can support the design of such an agreement and ensure that its terms are observed in business transactions. We interpret governance as the management of workflows between the organizations, hence the contract consists primarily of business process models. We propose a method to negotiate these models among the member organizations of the network and to enact them with the help of an interorganizational workflow system.


2016 ◽  
Vol 9 (4) ◽  
pp. 38-56 ◽  
Author(s):  
Raphael De Almeida Rodrigues ◽  
Leonardo Guerreiro Azevedo ◽  
Kate Cerqueira Revoredo

The proper representation of a Business process is important for its execution and understanding. BPMN has been used as the standard notation for business process models, however domain specialists, which are experts in the business, do not have necessarily the modeling skills to easily read a business process model. It is easier for them to read in natural language. In this work, we propose a language-independent framework, instantiated using Java standard technology, for generating automatically natural language texts from business process models. A case study was conducted to evaluate the quality of the generated text. We found empirical support that the textual work instructions can be considered equivalent, in terms of knowledge representation, to process models represented in BPMN. Regarding the framework output quality (textual descriptions) 86% of the subjects claims that it vary from excellent to good.


Author(s):  
Ana Cláudia de Almeida Bordignon ◽  
Lucinéia Heloisa Thom ◽  
Thanner Soares Silva ◽  
Vinicius Stein Dani ◽  
Marcelo Fantinato ◽  
...  

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