Text to Flowchart Convertor

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Open Access

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Notice

nThis is an unedited manuscript accepted for publication and provided as an Article in Press for early access at the author’s request. The article will undergo copyediting, typesetting, and galley proof review before final publication. Please be aware that errors may be identified during production that could affect the content. All legal disclaimers of the journal apply.n

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Year : 2025 [if 2224 equals=””]15/09/2025 at 11:54 AM[/if 2224] | [if 1553 equals=””] Volume : 12 [else] Volume : 12[/if 1553] | [if 424 equals=”Regular Issue”]Issue : [/if 424][if 424 equals=”Special Issue”]Special Issue[/if 424] [if 424 equals=”Conference”][/if 424] 03 | Page : 18 25

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    By

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    Shagun Kumari, Pooja,

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  1. Student, Assistant Professor, Department of Computer Science and Engineering, Echelon Institute of Technology, Faridabad, Department of Computer Science and Engineering, Echelon Institute of Technology, Faridabad, Haryana, Haryana, India, India

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Abstract

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nWith the advancement artificial intelligence tools and software, we can now transform process text into a proper formatted flowchart. This research work mainly focuses on how advancement of technologies has enabled to save time and energy by creating a structured understandable flowchart instead of merely presenting text, thereby converting process text into flowchart. Use of natural language processing (NLP) and libraries of JavaScript has led to easy transformation of text to flowcharts. Earlier it was not easy to convert text directly into flowcharts as it was difficult to convert source code of any programming language into a systematic flowchart. While, at present, with the help of NLP, it has become easier to extract relevant data from a process and align them into systematic order. Further, when the steps are generated into a form of a source code or a step-by-step algorithm with the help of mermaid.js libraries, we can convert the steps into a proper flowchart. Hence, allowing the user to make changes according to their needs and exporting or saving the generated output.nn

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Keywords: Flowchart, NLP, AI tools, JavaScript, Mermaid.js, diagram generator

n[if 424 equals=”Regular Issue”][This article belongs to Journal of Software Engineering Tools & Technology Trends ]

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[/if 424][if 424 equals=”Special Issue”][This article belongs to Special Issue under section in Journal of Software Engineering Tools & Technology Trends (josettt)][/if 424][if 424 equals=”Conference”]This article belongs to Conference [/if 424]

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How to cite this article:
nShagun Kumari, Pooja. [if 2584 equals=”][226 wpautop=0 striphtml=1][else]Text to Flowchart Convertor[/if 2584]. Journal of Software Engineering Tools & Technology Trends. 15/09/2025; 12(03):18-25.

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How to cite this URL:
nShagun Kumari, Pooja. [if 2584 equals=”][226 striphtml=1][else]Text to Flowchart Convertor[/if 2584]. Journal of Software Engineering Tools & Technology Trends. 15/09/2025; 12(03):18-25. Available from: https://journals.stmjournals.com/josettt/article=15/09/2025/view=0

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Volume 12
[if 424 equals=”Regular Issue”]Issue[/if 424][if 424 equals=”Special Issue”]Special Issue[/if 424] [if 424 equals=”Conference”][/if 424] 03
Received 20/06/2025
Accepted 29/07/2025
Published 15/09/2025
Retracted
Publication Time 87 Days

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