PhD Student, RA
Three year experience in game analytics. Interested in player modeling, play style clustering and virtual behavior prediction in
video games using machine learning, data mining and statistical tests. My PhD research topic is to build personalized recommendation system in video games.
Sep 2013 - Present
PhD Candidate, Computer Science
Personalized Recommendation System in Video Games
Zhengxing Chen, Su Xue, John Kolen, Navid Aghdaie, Kazi A. Zaman, Yizhou Sun, and Magy Seif El-Nasr. EOMM: An Engagement Optimized Matchmaking Framework. In International Conference on World Wide Web, 2017.
Zhengxing Chen, Yizhou Sun, Magy Seif El-Nasr, and Truong-Huy D. Nguyen. Player Skill Decomposition in Multiplayer Online Battle Arenas. In Meaningful Play, 2016. (Link: NEU CCIS paper requirement page)
Zhengxing Chen, Magy Seif El-Nasr, Alessandro Canossa, Jeremy Badler, Stefanie Tignor, and Randy Colvin. Modeling Individual Differences through Frequent Pattern Mining on Role-Playing Game Actions. In AIIDE-2015 Player Modeling Workshop, 2015.
Truong-Huy D. Nguyen, Zhengxing Chen, and Magy Seif El-Nasr. Analytics-based AI Techniques for Better Gaming Experience. In Game AI Pro 2, 2015.
Edward Melcer, Truong-Huy D. Nguyen, Zhengxing Chen, Alessandro Canossa, Magy Seif El-Nasr, and Katherine Isbister. Games Research Today: Analyzing the Academic Landscape 2000-2014. In Foundation of Digital Games, 2015. Best Paper.
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