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Volume Segmentation and Analysis of Biological Materials Using SuRVoS Super-region Volume Segmentation Workbench

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A method for analyzing text using VOSviewer.

Umar Ali Bukar¹, Md Shohel Sayeed¹, Siti Fatimah Abdul Razak¹

¹Centre for Intelligent Cloud Computing (CICC), Faculty of Information Science and Technology, Multimedia University, Melaka, Malaysia.

|September 11, 2023

Summary

This summary is machine-generated.

This study demonstrates VOSviewer, a bibliometric analysis tool, for effective text analysis and data visualization. It provides a scalable, user-friendly method for mapping text networks from diverse sources like social media transcripts.

Keywords:

Analysis and visualization of text data Dataset Text analysis VOSviewer Visualization

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Area of Science:

Data Science
Information Science
Computational Linguistics

Background:

Increasing data complexity necessitates advanced technical support for data handling and visualization.
Existing text analysis tools often lack scalability and advanced visualization capabilities.
VOSviewer, an open-source bibliometric analysis tool, shows potential for broader data visualization applications.

Purpose of the Study:

To evaluate VOSviewer's capability for text analysis.
To present an evidence-based implementation of VOSviewer for text data.
To demonstrate VOSviewer's utility in creating network maps from textual data.

Main Methods:

Utilized VOSviewer, an open-source software, for text analysis.
Processed textual data from YouTube interviews related to ChatGPT.
Developed a workflow for preparing text datasets as input for VOSviewer.

Main Results:

Successfully applied VOSviewer to analyze text-based data from social media transcripts.
Generated distinct visualization network maps from textual data, differing from traditional bibliometric outputs.
Confirmed VOSviewer's effectiveness in mapping text networks.

Conclusions:

VOSviewer is a powerful and versatile tool for data visualization and network mapping of textual data.
The software offers a scalable and user-friendly solution for researchers analyzing text networks.
VOSviewer has significant potential for text analysis across various fields beyond bibliometrics.