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People, Places, and Ties: Landscape of social places and their social network structures
Due to their essential role as places for socialization, "third places" ...
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Unsupervised embedding of trajectories captures the latent structure of mobility
Human mobility and migration drive major societal phenomena such as the ...
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A Systematic Media Frame Analysis of 1.5 Million New York Times Articles from 2000 to 2017
Framing is an indispensable narrative device for news media because even...
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FrameAxis: Characterizing Framing Bias and Intensity with Word Embedding
We propose FrameAxis, a method of characterizing the framing of a given ...
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Neural Embeddings of Scholarly Periodicals Reveal Complex Disciplinary Organizations
Understanding the structure of knowledge domains has been one of the fou...
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Co-contributorship Network and Division of Labor in Individual Scientific Collaborations
Collaborations are pervasive in current science. Collaborations have bee...
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Massive Multi-Agent Data-Driven Simulations of the GitHub Ecosystem
Simulating and predicting planetary-scale techno-social systems poses he...
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Evolution of the Informational Complexity of Contemporary Western Music
We measure the complexity of songs in the Million Song Dataset (MSD) in ...
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Sameness Attracts, Novelty Disturbs, but Outliers Flourish in Fanfiction Online
The nature of what people enjoy is not just a central question for the c...
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SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment
Because word semantics can substantially change across communities and c...
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The Minor Fall, the Major Lift: Inferring Emotional Valence of Musical Chords through Lyrics
We investigate the association between musical chords and lyrics by anal...
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Optimal modularity and memory capacity of neural networks
The neural network is a powerful computing framework that has been explo...
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On comparing clusterings: an element-centric framework unifies overlaps and hierarchy
Clustering is one of the most universal approaches for understanding com...
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The Impact of Random Models on Clustering Similarity
Clustering is a central approach for unsupervised learning. After cluste...
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Gendered Conversation in a Social Game-Streaming Platform
Online social media and games are increasingly replacing offline social ...
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