Understanding user Beliefs on AI: A Topic Modelling Analysis

This study examines users' perceptions of AI by analyzing 2,589 comments from Anthropic's YouTube channel using topic modelling with LDA.Key themes include users' experiences with AI tools, their desire for human-like interactions, and excitement for new features.Results reveal mixed responses: some are enthusiastic about AI's potential, while others express concerns about usability and transparency.This study extends the literature by capturing consumer beliefs about new GenAI technologies.Practically, findings can guide managers and policymakers in developing response strategies for product development and AI ethics regulation.

Authors

Publication Details

Published
2025-01-27
DOI
https://doi.org/10.26573/2025.22.1.44
Primary Topic
Computational and Text Analysis Methods
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Understanding user Beliefs on AI: A Topic Modelling Analysis

Abhishek Kumar Srivastava, Zillur Rahman
Computational and Text Analysis Methods
article

Understanding user Beliefs on AI: A Topic Modelling Analysis

Abhishek Kumar Srivastava, Zillur Rahman
article en

Abstract

This study examines users' perceptions of AI by analyzing 2,589 comments from Anthropic's YouTube channel using topic modelling with LDA.Key themes include users' experiences with AI tools, their desire for human-like interactions, and excitement for new features.Results reveal mixed responses: some are enthusiastic about AI's potential, while others express concerns about usability and transparency.This study extends the literature by capturing consumer beliefs about new GenAI technologies.Practically, findings can guide managers and policymakers in developing response strategies for product development and AI ethics regulation.

Openalex Percentile: Top 97%
Computational and Text Analysis Methods
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Understanding user Beliefs on AI: A Topic Modelling Analysis — Abhishek Kumar Srivastava, Zillur Rahman · (2025) | TGRS Research Map | TGRS