Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/73902
Title: Smart receipt system - front-end development of cross-platform mobile application
Authors: Chua, Shi Qi
Keywords: DRNTU::Engineering
Issue Date: 2018
Abstract: Financial planning is an essential skill to have, nevertheless, it is not an easy skill to master. With the aim of aiding users in their financial planning and tracking their physical receipts, the Smart Receipt System (SRS) was developed. The SRS comprises of several subsystems, including a merchant web application dashboard, front-end and back-end development of a cross-platform mobile application that works on iOS and Android operating systems. This project was a sub-system of the SRS and it involved the front-end development of the SRS mobile application and the back-end development of incorporating data analytics into the SRS mobile application. The purpose of this project was to provide a user-friendly interface to users regardless whether the application will be used on iOS or Android platform. Additionally, to provide a means for user to visualize their spending through the mobile dashboard and thus improve their financial planning. The SRS mobile application was created using a relatively new, yet popular framework developed by Facebook—React Native. The application involved 3 types of data analytics—descriptive, diagnostic and predictive analytics. The data processing for these analytics was done using the Python language. Additionally, the Markov Chaining Model was used for predictive analytics in this project. The SRS mobile application was deployed and tested within NTU premises, and survey results were collected from students. The survey showed positive results that proved the completion and success of the project. Ostensibly, further improvements could be made to this project. These include the incorporation of perspective cropping and prescriptive analytics. This project was divided into five main phases: Planning, Requirements Analysis, Design, Implementation and Testing and the documentations involved in each phase was included in this report.
URI: http://hdl.handle.net/10356/73902
Rights: Nanyang Technological University
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:SCSE Student Reports (FYP/IA/PA/PI)

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