1.9k citations · 16k across the 151 of their papers we have counts for
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Human Decision Makings on Curriculum Reinforcement Learning with Difficulty Adjustment
Yilei Zeng, Jiali Duan, Yang Li +4
Human-centered AI considers human experiences with AI performance. While abundant research has been helping AI achieve superhuman performance either by fully automatic or weak supe…
Word Embedding for Social Sciences: An Interdisciplinary Survey
Akira Matsui, Emilio Ferrara
To extract essential information from complex data, computer scientists have been developing machine learning models that learn low-dimensional representation mode. From such advan…
Individualized Context-Aware Tensor Factorization for Online Games Predictions
Julie Jiang, Kristina Lerman, Emilio Ferrara
Individual behavior and decisions are substantially influenced by their contexts, such as location, environment, and time. Changes along these dimensions can be readily observed in…
Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters
Yilei Zeng, Deren Lei, Beichen Li +3
Sequential reasoning is a complex human ability, with extensive previous research focusing on gaming AI in a single continuous game, round-based decision makings extending to a seq…
Deep Neural Networks for Bot Detection
Sneha Kudugunta, Emilio Ferrara
The problem of detecting bots, automated social media accounts governed by software but disguising as human users, has strong implications. For example, bots have been used to sway…
Intelligent Self-Repairable Web Wrappers
Emilio Ferrara, Robert Baumgartner
The amount of information available on the Web grows at an incredible high rate. Systems and procedures devised to extract these data from Web sources already exist, and different…