Data 360 UCI Hackathon Winning Team Vax the Nation Team 10 January 2021
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We found that there are 156,836 vaccines that have gone to waste. This is months of research, billions of dollars, and the potential for an individual immunity being thrown away. Because it is so important for vaccines to be administered at the right time and temperature, every vaccine must be administered in a timely manner. It is important that they reach people and that they are willing to take it. Contact support@data360.solutions for more information about http://covid19search.org.
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Your business can reach new heights with our assistance as we design solutions that are specifically appropriate for your goals and vision. Our eCommerce application solutions can digitally coordinate all retail operations processes to meet the demands of the marketplace while maintaining business continuity.
Vitthal Shirke Java Microservices Resume.pdf
Software Engineering, Software Consulting, Tech Lead, Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Transaction, Spring MVC, OpenShift Cloud Platform, Kafka, REST, SOAP, LLD & HLD.
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code
Understanding variable roles in code has been found to be helpful by students
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- These are slides of the talk given at InteNSE'23: The 1st International Workshop on Interpretability and Robustness in Neural Software Engineering, co-located with the 45th International Conference on Software Engineering, ICSE 2023, Melbourne Australia
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Oracle Database 19c New Features for DBAs and Developers.pptx
Oracle Database 19c New Features for DBAs and Developers. This video you can watch from my youtube channel at https://youtu.be/m-F-mZA3MkU
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Odoo ERP software
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Unveiling the Advantages of Agile Software Development.pdf
Learn about Agile Software Development's advantages. Simplify your workflow to spur quicker innovation. Jump right in! We have also discussed the advantages.
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A Study of Variable-Role-based Feature Enrichment in Neural Models of Code
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code
Atelier - Innover avec l’IA Générative et les graphes de connaissances
Atelier - Innover avec l’IA Générative et les graphes de connaissances
SMS API Integration in Saudi Arabia| Best SMS API Service
SMS API Integration in Saudi Arabia| Best SMS API Service
Oracle Database 19c New Features for DBAs and Developers.pptx
Oracle Database 19c New Features for DBAs and Developers.pptx
Why Choose Odoo 17 Community & How it differs from Odoo 17 Enterprise Edition
Why Choose Odoo 17 Community & How it differs from Odoo 17 Enterprise Edition
Oracle 23c New Features For DBAs and Developers.pptx
Oracle 23c New Features For DBAs and Developers.pptx
Artificia Intellicence and XPath Extension Functions
Artificia Intellicence and XPath Extension Functions
Using Query Store in Azure PostgreSQL to Understand Query Performance
Using Query Store in Azure PostgreSQL to Understand Query Performance
Unveiling the Advantages of Agile Software Development.pdf
Unveiling the Advantages of Agile Software Development.pdf
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Fundamentals of Programming and Language Processors
Energy consumption of Database Management - Florina Jonuzi
Energy consumption of Database Management - Florina Jonuzi
Transform Your Communication with Cloud-Based IVR Solutions
Transform Your Communication with Cloud-Based IVR Solutions
UI5con 2024 - Boost Your Development Experience with UI5 Tooling Extensions
UI5con 2024 - Boost Your Development Experience with UI5 Tooling Extensions
8 Best Automated Android App Testing Tool and Framework in 2024.pdf
8 Best Automated Android App Testing Tool and Framework in 2024.pdf
Data 360 UCI Hackathon Winning Team Vax the Nation Team 10 January 2021
- 1. VAX -THE- NATION Mira Daya, Swathi Mudhelli, Harshal Vaza
- 2. Assumptions: ● COVID-19 R0 is above 1 and vaccination efforts aim to bring it below 1 ● Frontline workers and senior citizens are already vaccinated. No wait list ● A govt. survey indicates only 50% of the individuals are willing to get vaccinated Problem: ● Optimize and maximize vaccine readiness (increase willingness) ● How do we influence the other 50% to get the vaccine? ● Why is it important? ○ Limited in supply - SCARCITY ○ Holding cost is very high - EXPENSIVE ○ Risk of vaccine becoming unusable - LOW SHELF LIFE Proposed Solution: ● DEVELOP an alert system to notify select individuals of vaccine availability ● Identify individuals willing to get vaccinated and a high social degree ● Maximize / optimize vaccine delivery to as many people as possible VAX-THE-NATION Fighting COVID-19 w/ Social Network Theory
- 4. Google Searches March 2020 - Jan 2021 What is COVID-19? How do I use Zoom? Where is my stimulus check? Where can I get tested for COVID-19? Where can I get the Vaccine? March April - June July - Aug Sept - Nov Dec - Jan VAX-THE-NATION COVID-19 Uncertainties
- 6. VAX-THE-NATION Flu Shot Readiness: Demographics
- 7. Social Network Theory VAX-THE-NATION Degree: How many direct “one hop” connections each node has to the other nodes in the network Closeness Centrality: Which individuals are best placed to influence the entire network most quickly
- 9. VAX-THE-NATION What and How? ● ! Alert System ○ Enable location and demographic data ■ + point: provides us with the necessary demographic and location data we can then feed back into our model Who? ● Individuals with a high degree & centrality ● Social network & demographic data Why? ● Time Sensitivity VAX-THE-NATION The Plan and Product :