City Transportation Fare with Deep Learning
Literature Review
City Transportation Fare with Deep Learning (CTFDL)
City Transportation Fare with Deep Learning to define the issues of stress factors and time management
faced by the commuter student and some of the coping strategies (J. J. Newbold, et al., 2015). The sector
of the public transport sector has increased the operators in checking the satisfaction standards of
passengers. Their actions have been adapted through the quality-of-service perception. (R. de Oña, E.
Estevez, L. Garach, F.J. Calvo, J. de Oña, 2018)
City Transportation Fare with Deep Learning, it will conduct a study on how to inspect how
social interactions affect commuters' route choice. The conclusions in the study provide some
understanding into using social information to guide the route choice of commuters. (G. Zhang, F. Wei,
N. Jia, S. Ma and Y. Wu, 2019). It will focus on the commuting problems. Based on psychographic
factors from the widen Theory of Planned Behavior, we pin down three commuter segments: Unhurried
timely commuters, Self-determined commuters, and Busy commuters. (Sonja Haustein, Mikkel
Thorhauge, Elisabetta Cherchi, 2018). With the help of ICMS, commuters will no longer have a hard time
commuting because they will have easy access to the map for their destination. (George H.R. Costa,
Fabiano Baldo, 2015). With this system, commuters will be more secured and confident as they go to
places that they are not familiar with (Chris M.J. Tampère, Marco Rinaldi, Francesco Viti, 2017)
Mobile Application
Mobile application helps to lessen the amount of time in accessing application content, buying
product, transferring money, and managing business from anywhere (João Falcão e Cunha, Tânia
Fontesz, Vera Costa, Marta Campos Ferreira, José Luís Borges, Teresa Galvão Dias, 2017). Mobile
applications can perform useful tasks for their users. (Sharma et al., 2016). Without mobile applications,
an IT department or business will cost more for the person rather than saving and will give them a hard
time when changing version of their system (Kiruthika et al., 2016). To have a well-secured website, an
extensive knowledge of planning and developing the application is required. Proceedings of the 11th
Annual International Conference on Industrial Engineering and Operations Management Singapore,
March 7-11, 2021
Common problems for mobile are dealing with bugs, system failures, compatibility issues, etc. because
these problems have the possibility to leak information about the system. Businesses that use mobile
applications often consider vulnerable to security as their main problem (Alzahrani et al., 2017). With
mobile application, it will give you an ease of access navigating the system (Haosheng Huang, Yi Cheng,
Robert Weibel, 2019).
Public Transport System
President Rodrigo Duterte is terminating all the old jeepneys next year. Not only jeepneys, but also other
public utility vehicles such as buses and vans that are aged 15 years and above will not be allowed
(Llanesca T. Panti, 2017). The government and jeepney operators had a clash over the regulations and
requirements of the Public Utility Vehicle Modernization program’s implementation (Iñigo S. Roces,
2017). The study aims to make effective the present transportation system by giving low-cost measures.
Public transport is the answer to the future of sustainable urban growth. It must be permanently
rearranged to meet the changing demand in modern cities. (Răzvan Andrei Gheorghiu, Maria Claudia
Surugiu, 2016). The National Academy of Science and Technology concentrated on Urban Transportation
such as roads, water transport and air transport issues that need to be communicated by the government.
The challenges in Urban Transport Development were discovered that the public transport routes are not
systematically organized (Napalang, 2016).
Tracking Systems
The traditional method of tracking information is usually using pen and paper to list down all the data
gathered inside the organization. This method takes so much time and is prone to errors. That’s why it is
important to have a computerized tracking system that can reduce errors, human efforts, and to be more
precise and efficient with data gathering (Abdulsada, 2017). Some provide tracking system by listing all
the data gathered in the database which can be accessed on the web or mobile applications (Alrifaie et. al.,
2019). If there is no computerized tracking, system data gathering will be difficult because information
gathered may change at some point (Kim et. al., 2015). Some of the challenges of tracking systems are
the security and how the organization will gain the trust and loyalty of the client (Frontoni et. al., 2019).
With the help of these tracking systems, we can obtain more information and gain knowledge from them
(A.D. Marra, 2019).
