Search Results for author: Philipp Blandfort

Found 4 papers, 0 papers with code

Fusion Strategies for Learning User Embeddings with Neural Networks

no code implementations8 Jan 2019 Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel

In this paper, we run an experiment on movie ratings data, where we analyze the effect on embedding quality caused by several fusion strategies in neural networks.

An Overview of Computational Approaches for Interpretation Analysis

no code implementations9 Nov 2018 Philipp Blandfort, Jörn Hees, Desmond U. Patton

Second, what if the "beholder" is a computer model, i. e., how can we explain a computer model's point of view?

Multimodal Social Media Analysis for Gang Violence Prevention

no code implementations23 Jul 2018 Philipp Blandfort, Desmond Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen McKeown, Shih-Fu Chang

In this paper we partnered computer scientists with social work researchers, who have domain expertise in gang violence, to analyze how public tweets with images posted by youth who mention gang associations on Twitter can be leveraged to automatically detect psychosocial factors and conditions that could potentially assist social workers and violence outreach workers in prevention and early intervention programs.

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