AIM Aboitiz School of Innovation, Technology, & Entrepreneurship AIM Aboitiz School of Innovation, Technology, & Entrepreneurship
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Hero Replacement: Determining the Best Alternatives for a Banned Hero in Dota 2

Hero Replacement: Determining the Best Alternatives for a Banned Hero in Dota 2

by AIM Team | Jul 2, 2019

Abstract One of the pitfalls of DotA 2 teams is when their strategy is compromised because a key hero is banned. They scramble at the last minute to find a replacement for the pick that would either make or break their game. To minimize this problem, the researchers...
Hacking the IT Industry: Characterizing the Philippine IT Industry

Hacking the IT Industry: Characterizing the Philippine IT Industry

by AIM Team | Jul 1, 2019

Abstract The increase in popularity of digitalization, the continuous technological advancements and the emergence of artificial intelligence have made jobs from the IT industry to be one of the most in-demand in the Philippines. To meet said demand, this study aims...
Using Network Science, Geospatial Analysis, and Machine Learning to Predict and Classify Income of Philippine Cities and Municipalities

Using Network Science, Geospatial Analysis, and Machine Learning to Predict and Classify Income of Philippine Cities and Municipalities

by AIM Team | Feb 10, 2019

Abstract We used network statistics of selected amenities in order to classify income class and predict 2017 fiscal data of cities and municipalities in the Philippines. Edges between amenities based on a distance threshold of 500 meters were created, and network...
Understanding Metro Manila Traffic Flow using Road Centrality Measures

Understanding Metro Manila Traffic Flow using Road Centrality Measures

by AIM Team | Feb 9, 2019

Abstract Essential in designing efficient and robust road networks is an understanding of how traffic flow is explained by the structure of its road network and its traffic robustness to road closures. This study aims to (1) predict traffic flow in the main...
Recruitment Dynamics through Twitter: 2013 Million People March Protest

Recruitment Dynamics through Twitter: 2013 Million People March Protest

by AIM Team | Feb 8, 2019

Abstract Social media plays an increasing role in mobilizing protest action. We examine the dynamics of how messages about the 2013 Million People March Protest in the Philippines propagated through Twitter. We identify two factors that affect the dynamics of the...
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