Lexical phenomena, such as clusters of words, disseminate through social networks at different rates but most models of diffusion focus on the discrete adoption of new lexical phenomena (i.e. new topics or memes). It is possible much of lexical diffusion happens via the changing rates of existing word categories or concepts (those that are already being used, at least to some extent, regularly) rather than new ones. In this study we introduce a new metric, () , which attempts to measure the degree to which ordinary language (here clusters of common words) catch on over friendship connections over time. For instance topics related to meeting and job are found to be sticky, while negative thinking and emotion, and global events, like 'school orientation' were found to be less sticky even though they change rates over time. We evaluate CLD coefficient over both quantitative and qualitative tests, studied over 6 years of language on Twitter. We find CLD predicts the spread of tweets and friendship connections, scores converge with human judgments of lexical diffusion (r=0.92), and CLD coefficients replicate across disjoint networks (r=0.85). Comparing CLD scores can help understand lexical diffusion: positive emotion words appear more diffusive than negative emotions, first-person plurals (we) score higher than other pronouns, and numbers and time appear non-contagious.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8211116PMC
http://dx.doi.org/10.1145/3442381.3449819DOI Listing

Publication Analysis

Top Keywords

lexical diffusion
16
lexical phenomena
8
friendship connections
8
diffusion
5
lexical
5
contrastive lexical
4
diffusion coefficient
4
coefficient quantifying
4
quantifying stickiness
4
stickiness ordinary
4

Similar Publications

Background: Tractography allows the in vivo study of subcortical white matter, and it is a potential tool for providing predictive indices on post-operative outcomes. We aim at establishing whether there is a relation between cognitive outcome and the status of the inferior fronto-occipital fasciculus's (IFOF's) microstructure.

Methods: The longitudinal neuropsychological data of thirty young (median age: 35 years) patients operated on for DLGG in the left temporo-insular cortex along with pre-surgery tractography data were processed.

View Article and Find Full Text PDF

Exploring Stigma Towards People with Schizophrenia in Mass Media and Their Private Discourses.

Rev Colomb Psiquiatr (Engl Ed)

December 2024

Department of Psychiatry, Faculty of Medicine, Universidad de Chile, Santiago, Chile.

Introduction: It has been shown that public stigma towards people with schizophrenia hinders their psychosocial integration. Public stigma expresses itself through lexical labels used in the print media and social networks, heightening the internalization of stigma in this population, a phenomenon known as internalised stigma or self-stigma. This paper analyses the diffusion in the mass media of two dimensions of stigma: public stigma and self-stigma.

View Article and Find Full Text PDF

Midlife dynamics of white matter architecture in lexical production.

Neurobiol Aging

December 2024

Univ. Grenoble Alpes, CNRS LPNC UMR 5105, Grenoble 38000, France; Neurology Department, CMRR, Grenoble Hospital, Grenoble 38000, France. Electronic address:

We aimed to examine the white matter changes associated with lexical production difficulties, beginning in midlife with increased naming latencies. To delay lexical production decline, middle-aged adults may rely on domain-general and language-specific compensatory mechanisms proposed by the LARA model (Lexical Access and Retrieval in Aging). However, the white matter changes supporting these mechanisms remains largely unknown.

View Article and Find Full Text PDF

Fluent speech production is a complex task that spans multiple processes, from conceptual framing and lexical access, through phonological encoding, to articulatory control. For the most part, imaging studies portraying the neural correlates of speech fluency tend to examine clinical populations sustaining speech impairments and focus on either lexical access or articulatory control, but not both. Here, we evaluated the contribution of the cerebellar peduncles to speech fluency by measuring the different components of the process in a sample of 45 neurotypical adults.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!