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	<Article> 

	<Journal> 

	<PublisherName>International Science Community Association</PublisherName>

	<JournalTitle>Research Journal of Recent Sciences</JournalTitle> 

	<Issn></Issn>

	<Volume>15</Volume>

	<Issue>3</Issue>

	<PubDate PubStatus="ppublish"> 

	<Year>2026</Year> 

	<Month>07</Month> 

	<Day>2</Day> 

	</PubDate>

	</Journal>



	<ArticleTitle>AI-Assisted Assessment of Programming Assignments: A Comparative Study of Automated and Human Evaluation Methods</ArticleTitle> 


	<FirstPage>91</FirstPage>

	<LastPage>95</LastPage>



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		<FirstName>Sahu </FirstName>

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		<LastName>Suresh </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Government Engineering College, Ajmer, Rajasthan, India</Affiliation>

		</Author>
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		<LastName>Vinod </LastName>

		<Suffix>1</Suffix>

		<Affiliation>NTPC Energy Technology Research Alliance (NETRA), Plot No. E-3, Ecotech-II, Udyog Vihar, Greater Noida -201306, Uttar Pradesh, India</Affiliation>

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		<FirstName>Aggarwal</FirstName>

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		<LastName>Akanksha </LastName>

		<Suffix>2</Suffix>

		<Affiliation>NTPC Energy Technology Research Alliance (NETRA), Plot No. E-3, Ecotech-II, Udyog Vihar, Greater Noida -201306, Uttar Pradesh, India</Affiliation>

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		<LastName>Amit </LastName>

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		<Affiliation>NTPC Energy Technology Research Alliance (NETRA), Plot No. E-3, Ecotech-II, Udyog Vihar, Greater Noida -201306, Uttar Pradesh, India</Affiliation>

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		<FirstName>Kumar</FirstName>

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		<LastName>Manish </LastName>

		<Suffix>4</Suffix>

		<Affiliation>NTPC Energy Technology Research Alliance (NETRA), Plot No. E-3, Ecotech-II, Udyog Vihar, Greater Noida -201306, Uttar Pradesh, India</Affiliation>

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		<FirstName>Kumar</FirstName>

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		<LastName>Shanta </LastName>

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		<Affiliation>NTPC Energy Technology Research Alliance (NETRA), Plot No. E-3, Ecotech-II, Udyog Vihar, Greater Noida -201306, Uttar Pradesh, India</Affiliation>

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		<FirstName>Tripathi</FirstName>

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		<LastName>Raj Kumar </LastName>

		<Suffix>6</Suffix>

		<Affiliation>NTPC Energy Technology Research Alliance (NETRA), Plot No. E-3, Ecotech-II, Udyog Vihar, Greater Noida -201306, Uttar Pradesh, India</Affiliation>

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		<FirstName>Saini</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Yashwant Kumar </LastName>

		<Suffix>7</Suffix>

		<Affiliation>NTPC Energy Technology Research Alliance (NETRA), Plot No. E-3, Ecotech-II, Udyog Vihar, Greater Noida -201306, Uttar Pradesh, India</Affiliation>

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		<FirstName>Gupta </FirstName>

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		<LastName>Shyam Manohar </LastName>

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		<Affiliation>NTPC Energy Technology Research Alliance (NETRA), Plot No. E-3, Ecotech-II, Udyog Vihar, Greater Noida -201306, Uttar Pradesh, India</Affiliation>

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		<FirstName>Ram</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Anshu Beulah </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Biotechnology, Nrupathunga University, Nrupathunga Road, Bangalore, Karnataka 560001, India</Affiliation>

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		<FirstName>Kour </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Gurshish </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Clinical Microbiology Division, Indian Institute of Integrative Medicine (CSIR), Canal Road, Jammu 180 001, India</Affiliation>

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		<Author> 

		<FirstName>P.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Priya </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of PG studies in Biotechnology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

		</Author>
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		<FirstName>P.R.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Druthi </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Department of PG studies in Biotechnology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>M.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Jeevitha </LastName>

		<Suffix>3</Suffix>

		<Affiliation>Department of PG studies in Biotechnology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>Kabhade</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Sarina P. </LastName>

		<Suffix>4</Suffix>

		<Affiliation>Department of PG studies in Biotechnology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<Author> 

		<FirstName>Stella </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Bhupanapadu Sunkesula Mary </LastName>

		<Suffix>5</Suffix>

		<Affiliation>Insearch Laboratory, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>M.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Jeevitha </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Biotechnology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>P.R.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Druthi </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Department of Biotechnology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>P.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Priya </LastName>

		<Suffix>3</Suffix>

		<Affiliation>Department of Biotechnology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>Kabhade</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Sarina P </LastName>

		<Suffix>4</Suffix>

		<Affiliation>Department of Biotechnology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>Stella </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Bhupanapadu Sunkesula Mary </LastName>

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		<Affiliation>Insearch Laboratory, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>P.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Rajeshwari </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Government Science College, Chitradurga, Karnataka, India</Affiliation>

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		<FirstName>Raveesha </FirstName>

		<MiddleName> </MiddleName>

		<LastName>K.A. </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Life Sciences, JSS Academy of Higher Education and Research (JSSAHER) Mysuru, Karnataka, India</Affiliation>

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		<FirstName>B.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Kavitha </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>Shetty</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Chandana R </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>R.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Pavithra </LastName>

		<Suffix>3</Suffix>

		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>V.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Vanaja </LastName>

		<Suffix>4</Suffix>

		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>Varshini </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Vidhya </LastName>

		<Suffix>5</Suffix>

		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>N.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Anuroopa </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>R.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Prajwal </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>M.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Kishore Rao </LastName>

		<Suffix>3</Suffix>

		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>C.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Deepika </LastName>

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		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>M.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Jayashree </LastName>

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		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>P. </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Rashmi </LastName>

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		<Affiliation>Department of Microbiology, Nrupathunga University, Bengaluru, Karnataka, India</Affiliation>

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		<FirstName>N.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Hithyshi </LastName>

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		<Affiliation>Department of Post-Graduate Studies in Zoology, Nrupathunga University, Bengaluru, India</Affiliation>

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		<FirstName>B.C.</FirstName>

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		<LastName>Shashikanth </LastName>

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		<Affiliation>Department of Post-Graduate Studies in Zoology, Nrupathunga University, Bengaluru, India</Affiliation>

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		<MiddleName> </MiddleName>

		<LastName>Uday Kumar </LastName>

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		<Affiliation>Department of Post-Graduate Studies in Zoology, Nrupathunga University, Bengaluru, India</Affiliation>

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		<FirstName>H.M. </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Mohan Kumar </LastName>

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		<Affiliation>Department of Post-Graduate Studies in Zoology, Nrupathunga University, Bengaluru, India</Affiliation>

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		<FirstName>S. </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Priya </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Computer Science, Government First Grade College, Domlur Shanthi Nagar, Bengaluru, India</Affiliation>

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		<FirstName>Urs </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Bharathi Shettahalli Nagaraje </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Mathematics, Government Science College, Chitradurga, Karnataka, India</Affiliation>

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		<FirstName>Gonasagi </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Pushpalata </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Computer Science, Govt. First Grade College Mahagaon Cross, Kalaburagi, Karnataka, India</Affiliation>

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		<MiddleName> </MiddleName>

		<LastName>Priyanka </LastName>

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		<Affiliation>St Pauls College, Bangalore, Karnataka, India</Affiliation>

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		<FirstName>C. </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Subramani </LastName>

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		<Affiliation>GFGC and PG centre Shankaranarayana, Udupi, Karnataka, India</Affiliation>

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		<FirstName>N.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Asha </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Computer Science, Nrupathunga University (Formerly Government Science College), Bangalore, Karnataka, India</Affiliation>

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		<FirstName>S. </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Sinchana </LastName>

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		<Affiliation>Department of CSE, BGS College of Engineering and Technology, Bangalore, Karnataka, India</Affiliation>

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	<PublicationType>Research Paper</PublicationType>


	<History>  
	<PubDate PubStatus="received">
	<Year>2026</Year>
	<Month>4</Month>
	<Day>13</Day>
	</PubDate>
	<PubDate PubStatus="accepted">										
	<Year>2026</Year> 
	<Month>07</Month>									
	<Day>2</Day> 
	</PubDate>

	</History>
	<Abstract>Assessment of programming assignments is an essential part of teaching computer science. Conventional manual grading takes a lot of time and is frequently inconsistent. Using automated code analysis and artificial intelligence methods, the study suggests an Artificial Intelligence (AI) -assisted assessment system for programming assignments. Logical correctness, language syntax, readability, documentation, and code standards are all assessed by the proposed framework. The findings show that while retaining a high degree of agreement with instructor ratings, AI-assisted assessment can drastically cut down on grading time. According to the results, AI can be a useful tool for decision-making to assess a large number of programming assignments to save time.</Abstract>

	<CopyrightInformation>Copyright@ International Science Community Association</CopyrightInformation>

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