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BEHAVIOR OF CHATGPT RESPONSE PATTERNS FOR ALGORITHM AND FLOWCHART QUESTIONS IN WRITTEN ASSIGNMENTS

AUTHORS:
Sujata Bachhav
Smita Shelar
Mentor
Affiliation
Department of Computer Science & Application  Kaveri College of Arts Science and Commerce
CC BY 4.0 License:
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract

Large Language Models (LLMs) such as ChatGPT demonstrate impressive skills in areas related to Natural Language Processing and code generation [1]. The capacity of ChatGPT to generate coherent, structured, human-like responses is becoming increasingly important in academic settings, particularly for clarifying algorithm design and addressing flowchart-related questions in written assignments.


Studies have demonstrated that ChatGPT can generate well-expressed, hunamoid text passages and dialogues, frequently exhibiting unexpectedly high quality [2]. This is important to be able to understand algorithm descriptions. For algorithm question prompts, ChatGPT usually gives full and exact answers.


This study looks at behavioral response patterns of ChatGPT to the same algorithm and flowchart questions from different people to see if the formatting changes, structural discrepancy, semantics and conceptual consistency of the answers change. This paper analyzes the occurrence of generative variability in structured technical tasks [3], demonstrating that while the logical structure and semantic precision of algorithmic solutions generally remain stable, the syntactic structure may fluctuate across repeated inquiries. This indicates that although the fundamental information remains reliable, its presentation can vary considerably.The results increase our knowledge of the educational implications, repeatability and dependability of technical content created by AI.

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Bachhav, S. & Shelar, S. (2026). Behavior of ChatGPT Response Patterns for Algorithm and Flowchart Questions in Written Assignments. International Journal of Science, Strategic Management and Technology, 02(04). https://doi.org/10.55041/ijsmt.v2i4.118

Bachhav, Sujata, and Smita Shelar. "Behavior of ChatGPT Response Patterns for Algorithm and Flowchart Questions in Written Assignments." International Journal of Science, Strategic Management and Technology, vol. 02, no. 04, 2026, pp. . doi:https://doi.org/10.55041/ijsmt.v2i4.118.

Bachhav, Sujata, and Smita Shelar. "Behavior of ChatGPT Response Patterns for Algorithm and Flowchart Questions in Written Assignments." International Journal of Science, Strategic Management and Technology 02, no. 04 (2026). https://doi.org/https://doi.org/10.55041/ijsmt.v2i4.118.

References
1.llms-for-automated-exercise-generation-and-grading-in-

2.educational-settings/1146992694099181573-2624

3.https://www.bohrium.com/en/paper-details/evaluation-of-reliability-

4.repeatability-robustness-and-confidence-of-gpt-3-5-and-gpt-4-on-a-radiology-board-style-

5.examination/1000432094112907268-9630

6.https://www.bohrium.com/en/paper-details/understanding-self-directed-

7.learning-in-ai-assisted-writing-a-mixed-methods-study-of-postsecondary-

8.learners/1006015603112148998-80334

9.https://link.springer.com/article/10.1186/s13040-023-00339-9

10.https://www.sciencedirect.com/science/article/pii/S0360131521002438 [6] https://www.nature.com/articles/s41599-025-04471-1

 
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This article has undergone plagiarism screening and double-blind peer review. Editorial policies have been followed. Authors retain copyright under CC BY-NC 4.0 license. The research complies with ethical standards and institutional guidelines.
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