Abstract
In this study, an Android based mobile accounting software has been designed and implemented. The developed system obtains information from the databases (such as MsSQL, MySQL and Postgre SQL) of softwares (such as ETA and NETSİS). Many local and global companies have been utilizing ETA and NETSİS for preaccountancy. In this study, presented Android based mobile accounting software provides useful information to the end users using mobile phones or tablets with Andoid and cloud technology. In addition, the presented system has an artificial intelligence module. The artificial intelligence based module utilizes genetic algorithms to provide useful suggestions and recommendations, such as financial budget estimation, finding an appropriate marketing zone for a particular sales representative, etc. Regarding the forecasting the sales characteristics of the sales representatives, genetic algorithm based scheme achieves a classification accuracy of 88.33%.
References
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- Bacardit, J., & Krasnogor, N. 2006. “Biohel: Bioinformatics-oriented hierarchical evolutionary learning”. Research report, University of Nottingham.
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- Eric, D. K. 1986. “Engines of Creation. The Coming Era of Nanotechnology”. Anchor Book.
- Feynman, R. P. 1960. “There's plenty of room at the bottom”. Engineering and science, 23(5), 22-36.
- Holland, J. H. 1992. “Genetic algorithms”. Scientific American, 267(1), 66-73.
- Kuzara, E.J., Blasciak, A.J. and Parets, G.S. 1995. “System for analyzing and debugging embedded software through dynamic and interactive use of code markers”. Google Patens.
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- Roukes, M. 2001. “Plenty of room, indeed”. Scientific American, 285(3), 42-9.
- Strasser, M. and Stamer, H. 2008. “A software-based trusted platform module emulator”. In International Conference on Trusted Computing (pp. 33-47). Springer, Berlin, Heidelberg.
- Taniguchi, N. 1974. “On the basic concept of nano-technology”. In Proc. Intl. Conf. Prod. London, 1974. British Society of Precision Engineering.
- Turgut, P., Gümüşçü, M., & Arslan, A. 2002. “Genetik algoritmalar ve çalışma prensipleri”. In Proceedings of the Fourth GAP Engineering Congress (Vol. 6, p. 08).
- Whitesides, G. M. and Love, J. C. 2001. “The art of building small”. Scientific American, 285(3), 38-47.
Abstract
References
- Alcalá-Fdez, J, Sanchez, L, Garcia, S, del Jesus, MJ, Ventura, S, Garrell, JM and Fernández, JC. 2009. “Keel: a software tool to assess evolutionary algorithms for data mining problems.” Soft Computing-A Fusion of Foundations, Methodologies and Applications, 13(3). Springer.:307-318.
- Ayan, E. 2015. “Artificial intelligence and nano clusters: application of genetic algorithm”. Master Thesis, Kırıkkale University.
- Bacardit, J., & Krasnogor, N. 2006. “Biohel: Bioinformatics-oriented hierarchical evolutionary learning”. Research report, University of Nottingham.
- Emel, G. G. and Taşkın, Ç. 2002. “Genetik Algoritmalar ve Uygulama Alanlari”. Uludağ Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 21(1), 129-152.
- Eric, D. K. 1986. “Engines of Creation. The Coming Era of Nanotechnology”. Anchor Book.
- Feynman, R. P. 1960. “There's plenty of room at the bottom”. Engineering and science, 23(5), 22-36.
- Holland, J. H. 1992. “Genetic algorithms”. Scientific American, 267(1), 66-73.
- Kuzara, E.J., Blasciak, A.J. and Parets, G.S. 1995. “System for analyzing and debugging embedded software through dynamic and interactive use of code markers”. Google Patens.
- Okyay, M.S., Alaybeyoğlu, A., Onan, A. 2017. “Yapay Zeka Tabanlı Akıllı Muhasebe Android Mobil Uygulama Tasarımı”, Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, 5-7 Ekim 2017.
- Roukes, M. 2001. “Plenty of room, indeed”. Scientific American, 285(3), 42-9.
- Strasser, M. and Stamer, H. 2008. “A software-based trusted platform module emulator”. In International Conference on Trusted Computing (pp. 33-47). Springer, Berlin, Heidelberg.
- Taniguchi, N. 1974. “On the basic concept of nano-technology”. In Proc. Intl. Conf. Prod. London, 1974. British Society of Precision Engineering.
- Turgut, P., Gümüşçü, M., & Arslan, A. 2002. “Genetik algoritmalar ve çalışma prensipleri”. In Proceedings of the Fourth GAP Engineering Congress (Vol. 6, p. 08).
- Whitesides, G. M. and Love, J. C. 2001. “The art of building small”. Scientific American, 285(3), 38-47.
Details
| Primary Language | English |
|---|---|
| Subjects | Computer Software |
| Journal Section | Articles |
| Authors | |
| Publication Date | April 2, 2018 |
| Submission Date | February 5, 2018 |
| Acceptance Date | March 24, 2018 |
| Published in Issue | Year 2018Volume: 1 Issue: 1 |
Sakarya University Journal of Computer and Information Sciences in Applied Sciences and Engineering: An interdisciplinary journal of information science