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Norm dynamics: Interdisciplinary perspectives on social norm emergence, persistence, and change
Social norms are the glue that holds society together, yet our knowledge of them remains
heavily intellectually siloed. This article provides an interdisciplinary review of the emerging …
heavily intellectually siloed. This article provides an interdisciplinary review of the emerging …
Social data: Biases, methodological pitfalls, and ethical boundaries
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …
between people, and behavioral traces—are at the core of popular applications and …
Uniting the tribes: Using text for marketing insight
Words are part of almost every marketplace interaction. Online reviews, customer service
calls, press releases, marketing communications, and other interactions create a wealth of …
calls, press releases, marketing communications, and other interactions create a wealth of …
Online human-bot interactions: Detection, estimation, and characterization
Increasing evidence suggests that a growing amount of social media content is generated
by autonomous entities known as social bots. In this work we present a framework to detect …
by autonomous entities known as social bots. In this work we present a framework to detect …
Third wave positive psychology: Broadening towards complexity
The development of academic fields is often described through the metaphor of
'waves.'Following the instantiation of positive psychology (the first wave), scholarship …
'waves.'Following the instantiation of positive psychology (the first wave), scholarship …
Recurrent recommender networks
Recommender systems traditionally assume that user profiles and movie attributes are
static. Temporal dynamics are purely reactive, that is, they are inferred after they are …
static. Temporal dynamics are purely reactive, that is, they are inferred after they are …
Natural language analysis and the psychology of verbal behavior: The past, present, and future states of the field
Throughout history, scholars and laypeople alike have believed that our words contain
subtle clues about what we are like as people, psychologically speaking. However, the ways …
subtle clues about what we are like as people, psychologically speaking. However, the ways …
The importance of modeling social factors of language: Theory and practice
Natural language processing (NLP) applications are now more powerful and ubiquitous
than ever before. With rapidly develo** (neural) models and ever-more available data …
than ever before. With rapidly develo** (neural) models and ever-more available data …
Predictive biases in natural language processing models: A conceptual framework and overview
An increasing number of works in natural language processing have addressed the effect of
bias on the predicted outcomes, introducing mitigation techniques that act on different parts …
bias on the predicted outcomes, introducing mitigation techniques that act on different parts …
From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews
Recommending products to consumers means not only understanding their tastes, but also
understanding their level of experience. For example, it would be a mistake to recommend …
understanding their level of experience. For example, it would be a mistake to recommend …