Closed-and open-vocabulary approaches to text analysis: A review, quantitative comparison, and recommendations.
Technology now makes it possible to understand efficiently and at large scale how people
use language to reveal their everyday thoughts, behaviors, and emotions. Written text has …
use language to reveal their everyday thoughts, behaviors, and emotions. Written text has …
How is extraversion related to social media use? A literature review
With nearly 3.5 billion people now using some form of social media, understanding its
relationship with personality has become a crucial focus of psychological research. As such …
relationship with personality has become a crucial focus of psychological research. As such …
Temporal focus: Thinking about the past, present, and future
Highlights•Temporal focus is characteristic thought about the past, present, and future.•Past
focus has maladaptive work and life outcomes such as depression.•Present focus increases …
focus has maladaptive work and life outcomes such as depression.•Present focus increases …
Cross‐cultural implications of linguistic future time reference and institutional uncertainty on social entrepreneurship
DM Hechavarría, SA Brieger… - Strategic …, 2023 - Wiley Online Library
Abstract Research Summary Using a sample of 205,792 individuals in 70 countries with 39
languages, this paper presents novel empirical evidence for how a language's future time …
languages, this paper presents novel empirical evidence for how a language's future time …
Spot-on creativity: Creativity biases and their differential effects on consumer responses in (non-) real-time marketing
K Mazerant, LM Willemsen… - Journal of …, 2021 - journals.sagepub.com
A challenge in digital content marketing is to create meaningful messages on meaningful
moments. To do so, brands frequently align social media messages with topical moments …
moments. To do so, brands frequently align social media messages with topical moments …
Incorporating dialectal variability for socially equitable language identification
Abstract Language identification (LID) is a critical first step for processing multilingual text.
Yet most LID systems are not designed to handle the linguistic diversity of global platforms …
Yet most LID systems are not designed to handle the linguistic diversity of global platforms …
The forms and meanings of grammatical markers support efficient communication
Functionalist accounts of language suggest that forms are paired with meanings in ways that
support efficient communication. Previous work on grammatical marking suggests that word …
support efficient communication. Previous work on grammatical marking suggests that word …
Using AI predicted personality to enhance advertising effectiveness
Purpose The purpose of this study is twofold: first to demonstrate the application of an
algorithm using contextual data to ascertain consumer personality traits; and second to …
algorithm using contextual data to ascertain consumer personality traits; and second to …
Language of ADHD in adults on social media
SC Guntuku, JR Ramsay… - Journal of attention …, 2019 - journals.sagepub.com
Objective: We computationally analyze the language of social media users diagnosed with
ADHD to understand what they talk about, and how their language is correlated with users' …
ADHD to understand what they talk about, and how their language is correlated with users' …
Time to leave? The interaction of temporal focus and turnover intentions in explaining voluntary turnover behaviour
Although turnover intentions are the strongest predictors of voluntary turnover behaviours,
many employees who express intentions to leave do not. To explain why some employees …
many employees who express intentions to leave do not. To explain why some employees …