Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis

BAH Murshed, S Mallappa, J Abawajy… - Artificial Intelligence …, 2023 - Springer
Social media platforms such as (Twitter, Facebook, and Weibo) are being increasingly
embraced by individuals, groups, and organizations as a valuable source of information …

Parenting Measures and Their Psychometrics in LGBTQIA+ Families: A Systematic Review

VJ Rodriguez, DL LaBarrie, SJ Adams, Q Liu - Child Psychiatry & Human …, 2024 - Springer
Parenting significantly influences youth development, yet there'sa dearth of research on
measuring parenting among LGBTQIA+ caregivers, or caregivers of LGBTQIA+ children …

[图书][B] Machine Learning for Social and Behavioral Research

R Jacobucci, KJ Grimm, Z Zhang - 2023 - books.google.com
Today's social and behavioral researchers increasingly need to know:" What do I do with all
this data?" This book provides the skills needed to analyze and report large, complex data …

Opaque prior distributions in Bayesian latent variable models

EC Merkle, O Ariyo, SD Winter… - arXiv preprint arXiv …, 2023 - arxiv.org
We review common situations in Bayesian latent variable models where the prior distribution
that a researcher specifies differs from the prior distribution used during estimation. These …

监督式主题模型及其应用综述.

王振彪, 徐贞顺, 刘纳, 张文豪… - Journal of Computer …, 2024 - search.ebscohost.com
主题模型是一种数据挖掘的方法, 可以自动地从大量文件或数据中提取潜在的模式或主题,
并将对应的数据分配到相应的模式或主题中. 主题模型已广泛应用于文本聚类或分类, 主题抽取 …

Analysis of student evaluation of teaching surveys: assessing evidence of implicit bias using numerical and text data

F Kim - 2023 - unsworks.unsw.edu.au
In the higher education sector, student evaluations of teaching heavily influence the hiring
and promotion decision of lecturers. However many studies have found there to be a …

A Joint Modeling Framework for Item Response and Topic Models

M Hong, KT Wilcox - 2022 - osf.io
Text mining methods are widely used to analyze a respondent's open-ended responses
from questionnaires. The Latent Dirichlet Allocation (LDA) model is one approach that …