ARUNA A G

@cit.edu.in

Assistant Professor and Department of Computer Applications
Coimbatore Institute of Technology

ARUNA A G


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https://researchid.co/agaruna

RESEARCH INTERESTS

Big Data Analytics
2

Scopus Publications

20

Scholar Citations

2

Scholar h-index

1

Scholar i10-index

Scopus Publications

  • An effective veracity management for sentiment analysis in social media using crowdsourcing and multi-set feature learning
    Arulanandam Gnanaprakasam Aruna, Manickam Sangeetha
    Concurrency and Computation Practice and Experience, 2023
    Summary Recent innovations of the Internet‐of‐Things (IoT) are facilitated the data processing to an enormous scale. Nevertheless, the collected data are inherently uncertain because of noise, discrepancy, and incompleteness. To solve these constraints, improving data veracity is crucial for IoT‐based applications. As big data veracity is more critical, it must predict the veracity of tweets automatically for decision‐making. There have been many techniques developed including artificial intelligence and crowdsourcing models to estimate the veracity of tweets from single sources. But, these models are ineffective while the amount of crowd labels for tweets from multiple sources is not feasible. Also, analyzing the sentiment of public opinions has high complexity. Therefore, this article focuses on developing an efficient model to predict the veracity of tweets from multiple sources and analyze the sentiments of the passage. Primarily, different tweets with text labels are collected. Afterward, a crowdsourcing model is introduced which utilizes the crowdflower dataset to obtain the crowd labels for collected tweets. The Generative Adversarial Network (GAN) model is applied to increase the veracity of tweets by handling the low‐veracity tweets. Finally, the multi‐set feature learning model is implemented to classify the sentiment of opinions. The performance results manifest that the proposed model accomplishes superior accuracy of 97% than the classical veracity prediction models.
  • Involvement of women as a member of self-help group on the economic development of Coimbatore
    International Journal of Management, 2020

RECENT SCHOLAR PUBLICATIONS

  • An effective veracity management for sentiment analysis in social media using crowdsourcing and multi‐set feature learning
    AG Aruna, M Sangeetha
    Concurrency and Computation: Practice and Experience, e7593 , 2022
    2022.0
    Citations: 1
  • Computer Operation Controlled Based On Hand Gestures
    MAGA Ms. M. Kanimozhi, Ms. S. Prethi Varthanaa
    3rd International Conference on Recent Advances in Computing and Communication , 2022
    2022.0
  • Literature Survey for Student Admission Prediction using Machine Learning
    MAGA Mr. B. Raj Subash, Mr. E. Rajeshkumar
    3rd International Conference on Recent Advances in Computing and Communication , 2022
    2022.0
  • Implementation of crop yield prediction using LSTM
    MAGA S.Dhivya, U.G.Prithika
    3rd International Conference on Recent Advances in Computing and … , 2022
    2022.0
  • AI and IoT based crop production enhancement by plant leaf classification
    MAGA Ms.S. Deivarani
    IN Patent E-12/4638/2022/CH E , 2022
    2022.0
  • Controlling system via Mano Pantomime
    MAGA Ms.D.Darvi Priscilla,Ms. P. Vaishaali
    The Board of International E-Conference on innovation and emerging trends in … , 2022
    2022.0
  • Assessment of Factors Influencing Women Engagement in Self-help Groups of Coimbatore
    FJP Kumar, A G Sudha, AG Aruna
    International Transaction Journal of Engineering, Management, & Applied … , 2021
    2021.0
  • Involvement of Women as a Member of Self-Help Group on the Economic Development of Coimbatore
    DAG Sudha, DFJ Kumar, AG Aruna
    International Journal of Management 11 (4) , 2020
    2020.0
    Citations: 1
  • Insights on the Operational Efficiency of Women Entrepreneurs among Self Help groups in Coimbatore
    S AG, FJ Peter Kumar, AG Aruna
    International Journal of Recent Technology and Engineering (IJRTE) 8 (6), 5 , 2020
    2020.0
  • The Influence of Pop-ups in Weblog based on surfing
    MAGA Ms.J.Vimala
    International Multidisciplinary Conference on Current Research Trends, 2020 , 2020
    2020.0
  • The Influence of Digital Twin Technology in the Modern World
    AGA Ms.P.Shanmuga priya,Ms.U.G.Prithika
    National Level Virtual Conference, Artificial Intelligence, Network Security … , 2020
    2020.0
  • Enhancing Byzantine fault tolerance using MD5 checksum and delay variation in Cloud services
    C Sathya, S Agilan, AG Aruna
    arXiv preprint arXiv:1801.08710 , 2018
    2018.0
  • Impact of Deep Learning in Big Data Analytics
    AG Aruna, M Sangeetha, C Sathya, KH Vani
    International Journal of Scientific Research in Computer Science … , 2017
    2017.0
  • An Analysis of Quantum Factoring Using Shors Algorithm
    AGA K.H.Vani
    Journal Of Network security and computer networks (jonscn) 2 (1) , 2016
    2016.0
  • Role of Quantum computing in Cancer diagnosis
    AG Aruna, KH Vani, C Sathya
    International Journal of Advanced Engineering and Management Research 1 (3) , 2016
    2016.0
  • A study on reversible logic gates of quantum computing
    AG Aruna, KH Vani, RS Meena
    Int. J. Computer Sci. Information Technol 7, 427-432 , 2016
    2016.0
    Citations: 16
  • Advanced Approach of Hiding Sensitive Association Rule
    AG Aruna
    4th National Conference on Networks, Intelligence & Computing Systems , 2010
    2010.0
  • Securing Online Transactions with Cryptography And Secured Authentication Methods
    A Aruna, D Sharma, M Elluru, S Sarkar
    International Journal of Recent Technology and Engineering (IJRTE) 8 , 0
    Citations: 2

MOST CITED SCHOLAR PUBLICATIONS

  • A study on reversible logic gates of quantum computing
    AG Aruna, KH Vani, RS Meena
    Int. J. Computer Sci. Information Technol 7, 427-432 , 2016
    2016.0
    Citations: 16
  • Securing Online Transactions with Cryptography And Secured Authentication Methods
    A Aruna, D Sharma, M Elluru, S Sarkar
    International Journal of Recent Technology and Engineering (IJRTE) 8 , 0
    Citations: 2
  • An effective veracity management for sentiment analysis in social media using crowdsourcing and multi‐set feature learning
    AG Aruna, M Sangeetha
    Concurrency and Computation: Practice and Experience, e7593 , 2022
    2022.0
    Citations: 1
  • Involvement of Women as a Member of Self-Help Group on the Economic Development of Coimbatore
    DAG Sudha, DFJ Kumar, AG Aruna
    International Journal of Management 11 (4) , 2020
    2020.0
    Citations: 1
  • Computer Operation Controlled Based On Hand Gestures
    MAGA Ms. M. Kanimozhi, Ms. S. Prethi Varthanaa
    3rd International Conference on Recent Advances in Computing and Communication , 2022
    2022.0
  • Literature Survey for Student Admission Prediction using Machine Learning
    MAGA Mr. B. Raj Subash, Mr. E. Rajeshkumar
    3rd International Conference on Recent Advances in Computing and Communication , 2022
    2022.0
  • Implementation of crop yield prediction using LSTM
    MAGA S.Dhivya, U.G.Prithika
    3rd International Conference on Recent Advances in Computing and … , 2022
    2022.0
  • AI and IoT based crop production enhancement by plant leaf classification
    MAGA Ms.S. Deivarani
    IN Patent E-12/4638/2022/CH E , 2022
    2022.0
  • Controlling system via Mano Pantomime
    MAGA Ms.D.Darvi Priscilla,Ms. P. Vaishaali
    The Board of International E-Conference on innovation and emerging trends in … , 2022
    2022.0
  • Assessment of Factors Influencing Women Engagement in Self-help Groups of Coimbatore
    FJP Kumar, A G Sudha, AG Aruna
    International Transaction Journal of Engineering, Management, & Applied … , 2021
    2021.0
  • Insights on the Operational Efficiency of Women Entrepreneurs among Self Help groups in Coimbatore
    S AG, FJ Peter Kumar, AG Aruna
    International Journal of Recent Technology and Engineering (IJRTE) 8 (6), 5 , 2020
    2020.0
  • The Influence of Pop-ups in Weblog based on surfing
    MAGA Ms.J.Vimala
    International Multidisciplinary Conference on Current Research Trends, 2020 , 2020
    2020.0
  • The Influence of Digital Twin Technology in the Modern World
    AGA Ms.P.Shanmuga priya,Ms.U.G.Prithika
    National Level Virtual Conference, Artificial Intelligence, Network Security … , 2020
    2020.0
  • Enhancing Byzantine fault tolerance using MD5 checksum and delay variation in Cloud services
    C Sathya, S Agilan, AG Aruna
    arXiv preprint arXiv:1801.08710 , 2018
    2018.0
  • Impact of Deep Learning in Big Data Analytics
    AG Aruna, M Sangeetha, C Sathya, KH Vani
    International Journal of Scientific Research in Computer Science … , 2017
    2017.0
  • An Analysis of Quantum Factoring Using Shors Algorithm
    AGA K.H.Vani
    Journal Of Network security and computer networks (jonscn) 2 (1) , 2016
    2016.0
  • Role of Quantum computing in Cancer diagnosis
    AG Aruna, KH Vani, C Sathya
    International Journal of Advanced Engineering and Management Research 1 (3) , 2016
    2016.0
  • Advanced Approach of Hiding Sensitive Association Rule
    AG Aruna
    4th National Conference on Networks, Intelligence & Computing Systems , 2010
    2010.0