Describe and indicate how will you intend to utilize the proposed project in your community Paper IDTitleKeywordsAuthor/sAffiliationEmail27IoT Real-Time Car Traffic Flow Counter for Smart Traffic Light SystemRaspberry Pi, Logistic regression, TensorFlow, Firebase, IOT.Kaiser Roy S. Narandan, Roel B. Lauron, Chris Jordan G. AliacCebu Institute of Technology Universitykasierroy@gmail.com, roel.lauron@gmail.com, chris.aliac@eduAbstractThis paper presents a simple solution to aid in the analysis of real time traffic congestion indifferent road conditions. The system uses an ARM based raspberry Pi unit, connected with acamera system and fully connected 4G or WIFI internet data. The system is easily mountedplaces with full view of traffic. Once properly placed and operational, the system then usesOpenCV and TensorFlow Algorithms to automatically count the number of vehicles on the roadaccording to vehicle type, and relative speed. All these data are then sent to a cloud repositorysystem via the Google Firebase. The system shows front end data via a website that disclosessaid information for further analysis or may even be a potential plug-in to automated traffic lightsystem.

Paper ID Title 27 loT Real-Time Car Traffic Flow Counter for Smart Traffic Light System Raspberry Pi, Logistic regression, TensorFlow, Firebase, IOT. Kaiser Roy S. Narandan, Roel B. Lauron, Chris Jordan G. Aliac Cebu Institute of Technology University kasierroy@gmail.com, roel.lauron@gmail.com, chris.aliac@edu Abstract This paper presents a simple solution to aid in the analysis of real time traffic congestion in Keywords Author/s Affiliation Email

Paper ID Title 27 loT Real-Time Car Traffic Flow Counter for Smart Traffic Light System Raspberry Pi, Logistic regression, TensorFlow, Firebase, IOT. Kaiser Roy S. Narandan, Roel B. Lauron, Chris Jordan G. Aliac Cebu Institute of Technology University kasierroy@gmail.com, roel.lauron@gmail.com, chris.aliac@edu Abstract This paper presents a simple solution to aid in the analysis of real time traffic congestion in Keywords Author/s Affiliation Email

Fundamentals of Information Systems

9th Edition

ISBN:9781337097536

Author:Ralph Stair, George Reynolds

Publisher:Ralph Stair, George Reynolds

Chapter7: Knowledge Management And Specialized Information Systems

Section: Chapter Questions

Problem 1.1CS

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Tupuca Tupuca is an upcoming software development company that was founded by young enterprising South African technocrats. The company started operating in 2010. They develop websites, mobile applications, ERP systems and data analytics models. They use a wide range of technologies and programming languages. The technology stack includes languages such as Java, Python and R. The company has had good fortunes in 2020. They won a tender to develop a system for the Western Cape Province Department of Health. The system includes models that help to predict Covid-19 hotspot districts in the province. They successfully implemented the system in August 2020. In December 2020, the company won another tender to develop the same system for the Eastern Cape Province Department of Health. The deadline for the delivery of the complete system is June 2021. The organisation has other projects which also have urgent due dates. 1. Outline the advantages of Agile methodology for this project.
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Slotted ALOHA Simulation Compare the throughput between theory and simulation Number of Station N=10O Data Birth Rate A=0.0005 to 0.03 0.0005step Each Simulation needs 100,000slots Data birth interval can be found by Interval = -log(0~1 random value) + 1
case study:Due to the aftermath of COVID-19, the college must offer its lectures and tutorials using an online platform. However, the college does not have an online platform ready and available to accommodate online teaching and learning. The Information Technology department came up with the idea of introducing a new system called “LearnEaze” that will assist students in booking tutorials with different tutors. As a business analyst, the college wants you to assist them with designing and modelling the new application. CASE STUDY: LearnEaze System You have been contracted as a Business Analyst for the Goldleaf College of Science, Technology, and Innovation. Due to the aftermath of COVID-19, the college must offer its lectures and tutorials using an online platform. However, the college does not have an online platform ready and available to accommodate online teaching and learning. The Information Technology department came up with the idea of introducing a new system called…
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Discuss the considerations for implementing serverless machine learning models in cloud applications.
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A Helping Hand is an Australian charity that helps people in Australia and overseas. Their work in Australia involves serving hot meals to the homeless, providing food packs to families in need and companionship to sick children and the elderly. Overseas, the charity employs a nurse to support the Naga Community in the Philippines and runs an Operational Therapy Centre to help children. The charity also runs a yearly mission where volunteers travel to various countries to deliver medical aid and support the vulnerable. The charity has identified the inefficient way in which it currently operates. This inefficiency means the charity is unable to easily maintain compliance with regulatory requirements (e.g. WWC monitoring) nor easily fill available shifts and engage with current and prospective stakeholders. To solve the issue, the charity wants to develop a website that facilitates administration (i.e. Login Creations, Registration Requests and Password Resets), Donations and…
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