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
Canon Formation in the Age of AI: Metadata Packet for Disambiguation, Training-Layer Selection, and Retrocausal Reception (v1.1)

article Full Text OpenAlex

AI Peer Review: Founding Position Paper

article Full Text OpenAlex

Meaning Debt: A Definition of a Latent Property of Content in AI-Mediated Reproduction

article Full Text OpenAlex

Supraliminal Transmission: SPXI as Intentional Entity Inscription in Light of Subliminal Learning Research — EA-SPXI-13

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Supraliminal Transmission: SPXI as Intentional Entity Inscription in Light of Subliminal Learning Research — EA-SPXI-13

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The Click Collapse: How AI Retrieval Layers Replaced Search Discovery

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Breaking News or Breaking Trust? Exploring Challenges and a Design Space for Trustworthy LLM Integration in Journalism

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The Structural Limits of Modern Science: Freedom, Control, and Data Unambiguity

article Full Text OpenAlex

Deepfake, Real Harm: A Participatory Approach for Imagining Infrastructures to Combat Deepfake Sexual Abuse

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Large-scale human predictions of the replicability of published social and behavioural science papers – a multi- study analysis

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

preprint Full Text OpenAlex 2105 FWCI0

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

article Full Text OpenAlex 844 FWCI713.8794

Inductive content analysis: A guide for beginning qualitative researchers

article Full Text OpenAlex 627 FWCI317.634

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

article Full Text OpenAlex 527 FWCI623.6143

Can Large Language Models Transform Computational Social Science?

article Full Text OpenAlex 406 FWCI67.935

AI and the transformation of social science research

article Full Text OpenAlex 303 FWCI169.3267

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

article Full Text OpenAlex 285 FWCI319.8286

Topic modeling algorithms and applications: A survey

article Full Text OpenAlex 254 FWCI31.099

Knowledge Discovery: Methods from data mining and machine learning

article Full Text OpenAlex 230 FWCI28.8742

The Evolution of Topic Modeling

review Full Text OpenAlex 224 FWCI27.6282