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Found 12 papers, 2 papers with code
Assessing the Impact of Personality on Affective States from Video Game Communication
Individual differences in personality determine our preferences, traits and values, which should similarly hold for the way we express ourselves.
Modeling Player Personality Factors from In-Game Behavior and Affective Expression
Developing a thorough understanding of the target audience (and/or single individuals) is a key factor for success - which is exceptionally important and powerful for the domain of video games that can not only benefit from informed decision making during development, but ideally even tailor game content, difficulty and player experience while playing.
Empathetic AI for Empowering Resilience in Games
Failure and resilience are important aspects of gameplay.
EvolvingBehavior: Towards Co-Creative Evolution of Behavior Trees for Game NPCs
To assist game developers in crafting game NPCs, we present EvolvingBehavior, a novel tool for genetic programming to evolve behavior trees in Unreal Engine 4.
Open Player Modeling: Empowering Players through Data Transparency
In this paper, we synthesize existing work from the Intelligent User Interface and Learning Science research communities, where they started to investigate the potential of making such data and models available to users.
Design-Driven Requirements for Computationally Co-Creative Game AI Design Tools
We evince deep connections between game AI design and the design of co-creative tools, and present implications for future co-creativity tool research and development.
Advancing Methodology for Social Science Research Using Alternate Reality Games: Proof-of-Concept Through Measuring Individual Differences and Adaptability and their impact on Team Performance
In this report we discuss work tackling this open problem with a focus on understanding individual differences and its effect on team adaptation, and further explore the effect of these factors on team performance as both an outcome and a process.
Esports Agents with a Theory of Mind: Towards Better Engagement, Education, and Engineering
The role of AI in esports is shifting from leveraging games as a testbed for improving AI algorithms to addressing the needs of the esports players such as enhancing their gaming experience, esports skills, and providing coaching.
Human-Computer Interaction
VINS: Visual Search for Mobile User Interface Design
By utilizing this dataset, we propose an object-detection based image retrieval framework that models the UI context and hierarchical structure.
The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Online Battle Arena Games
The selection of heroes, also known as pick or draft, takes place before the match starts and alternates between the two teams until each player has selected one hero.
Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games
Deck building is a crucial component in playing Collectible Card Games (CCGs).
Modeling Individual Differences in Game Behavior using HMM
We present a Hidden Markov Model (HMM) of player in-game behaviors to model individual differences, and 2. using the output of the HMM, we generate behavioral features used to classify real world players' characteristics, including game expertise and the big five personality traits.
