专题:Computational and Text Analysis Methods

This cluster of papers focuses on the application of computational text analysis methods, such as topic modeling, machine learning, and natural language processing, in social science research. It explores the use of these methods for quantitative analysis of textual data, automated content classification, and uncovering patterns and trends in large text corpora.
最新文献
Topic Modeling for Constructing Learning Profiles Using LDA and Coherence Evaluation

article Full Text OpenAlex

Exact‑Match Governance: How Indexing Friction Became the New Architecture of Disappearance

article Full Text OpenAlex

Generative AI tools in academic research: applications and implications for qualitative and quantitative research methodologies

book-chapter Full Text OpenAlex

EduTopics: ECER: A webapp for interactive visualisation and exploration of ECER contributions since 1998

article Full Text OpenAlex

BJET editorial 2026: The changing landscape of EdTech and AI scholarship

article Full Text OpenAlex

The Rise of Agent-Based Deep Research: Exploring OpenAI's Deep Research, Gemini Deep Research, Perplexity Deep Research, Ai2 ScholarQA, STORM, and More in 2025

article Full Text OpenAlex

Whose Side are You on: Investigating Political Bias of Large Language Models

book-chapter Full Text OpenAlex

Education Research: Can Large Language Models Match MS Specialist Training?

article Full Text OpenAlex

Sentiment Analysis of Public Discourse on Pakistan's Political Parties: A Comparative Study Using VADER and TextBlob Algorithms on Twitter Data

article Full Text OpenAlex

Spanish-Language Incel Corpus on X

article Full Text OpenAlex

近5年高被引文献
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

preprint Full Text OpenAlex 2096 FWCI0

A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts

article Full Text OpenAlex 741 FWCI817.04459189

Inductive content analysis: A guide for beginning qualitative researchers

article Full Text OpenAlex 533 FWCI333.4418021

Out of One, Many: Using Language Models to Simulate Human Samples

article Full Text OpenAlex 436 FWCI910.20781111

Can Large Language Models Transform Computational Social Science?

article Full Text OpenAlex 342 FWCI87.36146757

AI and the transformation of social science research

article Full Text OpenAlex 271 FWCI259.90316162

Evolution of artificial intelligence research in Technological Forecasting and Social Change: Research topics, trends, and future directions

article Full Text OpenAlex 241 FWCI432.90363666

Topic modeling algorithms and applications: A survey

article Full Text OpenAlex 220 FWCI43.07574046

Text as Data: A New Framework for Machine Learning and the Social Sciences

article Full Text OpenAlex 215 FWCI364.64497196

Knowledge Discovery: Methods from data mining and machine learning

article Full Text OpenAlex 204 FWCI39.5513617