International Journal of Engineering
Trends and Technology

Research Article | Open Access | Download PDF

Volume 64 | Number 2 | Year 2018 | Article Id. IJETT-V64P225 | DOI : https://doi.org/10.14445/22315381/IJETT-V64P225

Development of a BOT for Time Optimization at a FastFood


Lucas Guimarães da Rocha, Tiago Bittencourt Nazaré, Patrícia Werneck Silva de Oliveira

Citation :

Lucas Guimarães da Rocha, Tiago Bittencourt Nazaré, Patrícia Werneck Silva de Oliveira, "Development of a BOT for Time Optimization at a FastFood," International Journal of Engineering Trends and Technology (IJETT), vol. 64, no. 2, pp. 139-143, 2018. Crossref, https://doi.org/10.14445/22315381/IJETT-V64P225

Abstract

Considering the current perspective of the market, it is noticed that time is a valuable resource, where it is sought to optimize the time used in processes in an efficient way. In this environment, technology arises bringing efficient possibilities through neural networks and artificial intelligence, allowing the machine to be even more capable of performing human functions. The present work aims to develop a virtual attendant, which aims to fulfill requests in a fast food franchise and compare with the time of service of a study by another author, with the proposal to optimize the time of service, at the end of its development the service time was compared with the time measured in the work used for comparison, and customer satisfaction survey questionnaires were applied in relation to the developed project. The developed virtual assistant has artificial intelligence, provided by a neural network that enables it to distinguish intentions and entities in a message, was developed in the C # language and using the resources of the cloud computing, the virtual attendant in this context is also called as BOT and operates via chat channels such as Telegram, Slack, Skype, among others. The BOT reached a service time of 3.1 minutes, meaning a reduction of 78.5% of the time used in each request. The operation of the BOT was consistent in the services performed, responding as expected and the responses of the customer satisfaction survey questionnaires indicated a satisfactory approval.


Keywords

Artificial Intelligence, Virtual Attendant, Fast-Food.

References

[1] A. Taggart, “Why you never have enough time, a history,” 9 Maio 2018. [Online]. Available: https://qz.com/work/1272033/why-you-never-have-enough-time-a-history/. [Acesso em 17 07 2018].
[2] E. G. L. Barreto, R. d. L. S. dos Santos, V. L. de Menezes e R. M. da Silva, “A melhoria do processo produtivo em uma empresa de fast food através do PERT/CPM,” Revista Gestão Industrial, vol. 6, nº 4, pp. 231-245, 2010.
[3] S. Karsoliya, “Approximating Number of Hidden layer neurons in Multiple Hidden Layer BPNN Architecture,” International Journal of Engineering Trends and Technology (IJETT), vol. 3, nº 6, pp. 714-717, 2012.
[4] C. Chakrabarti e G. F. Luger, “Artificial conversations for customer service chatter bots: Architecture, algorithms, and evaluation metrics,” Expert Systems with Applications, nº 42, p. 6878–6897, Maio 2015.
[5] S. J. Russell e P. Norvig, Inteligência Artificial, 3ª ed., Harlow: Elsevier, 2013.
[6] S. Haykin, Redes Neurais. Princípios e práticas, 2ª ed., Ontário: Bookman, 2003.
[7] A. Sharma e D. R. Chaudhary, “Character Recognition Using Neural Network,” International Journal of Engineering Trends and Technology (IJETT), vol. 4, nº 4, pp. 662-667, Abril 2013.
[8] N. Ruparelia, Cloud Computing: The MIT Press Essential Knowledge Series, London: MIT University Press Group Ltd, 2016.
[9] P. Mell e T. Grance, The NIST Definition of Cloud Computing, vol. 15, 2010.
[10] M. Lee, L. Frank, F. Beute, Y. de Kort and W. IJsselsteijn, “Bots Mind the Social-technical Gap,” Proceedings of 15th European Conference on Computer-Supported Cooperative Work - Exploratory Papers, Reports of the European Society for Socially Embedded Technologies (ISSN 2510-2591), 2017.
[11] Microsoft, “LUIS:Homepage,” 2017. [Online]. Available: https://www.luis.ai/home. [Acesso em 03 01 2017].
[12] B. Johnson, Professional Visual Studio 2017, 1ª ed., Indianapolis: Wrox, 2017.
[13] H. Deitel, P. Deitel, J. A. Listfield, T. Nieto, C. Yaeger e M. Zlatkina, C# Como Programar, 1ª Edição ed., São Paulo: Makron Books, 2003.
[14] M. Collier and R. Shahan, Microsoft Azure Essentials, 2ª ed., Redmond, Washington: Microsoft Press, 2016.
[15] R. Haddad, “BOT Framework e Integração com Aplicações,” 2018. [Online]. Available: https://msdn.microsoft.com/pt-br/mt721312.aspx. [Acesso em 02 Janeiro 2018].

Time: 0.0013 sec Memory: 40 KB
Current: 1.9 MB
Peak: 4 MB