Norm dynamics: Interdisciplinary perspectives on social norm emergence, persistence, and change

MJ Gelfand, S Gavrilets, N Nunn - Annual Review of Psychology, 2024 - annualreviews.org
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 …

Social data: Biases, methodological pitfalls, and ethical boundaries

A Olteanu, C Castillo, F Diaz, E Kıcıman - Frontiers in big data, 2019 - frontiersin.org
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 …

Uniting the tribes: Using text for marketing insight

J Berger, A Humphreys, S Ludwig… - Journal of …, 2020 - journals.sagepub.com
Words are part of almost every marketplace interaction. Online reviews, customer service
calls, press releases, marketing communications, and other interactions create a wealth of …

Online human-bot interactions: Detection, estimation, and characterization

O Varol, E Ferrara, C Davis, F Menczer… - Proceedings of the …, 2017 - ojs.aaai.org
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 …

Third wave positive psychology: Broadening towards complexity

T Lomas, L Waters, P Williams, LG Oades… - The Journal of Positive …, 2021 - Taylor & Francis
The development of academic fields is often described through the metaphor of
'waves.'Following the instantiation of positive psychology (the first wave), scholarship …

Recurrent recommender networks

CY Wu, A Ahmed, A Beutel, AJ Smola… - Proceedings of the tenth …, 2017 - dl.acm.org
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 …

Natural language analysis and the psychology of verbal behavior: The past, present, and future states of the field

RL Boyd, HA Schwartz - Journal of Language and Social …, 2021 - journals.sagepub.com
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 …

The importance of modeling social factors of language: Theory and practice

D Hovy, D Yang - Proceedings of the 2021 Conference of the …, 2021 - aclanthology.org
Natural language processing (NLP) applications are now more powerful and ubiquitous
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

D Shah, HA Schwartz, D Hovy - arxiv preprint arxiv:1912.11078, 2019 - arxiv.org
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 …

From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews

JJ McAuley, J Leskovec - … of the 22nd international conference on World …, 2013 - dl.acm.org
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 …