A Bibliometric Study : Recommendation based on Artificial Intelligence for iLearning Education

Authors

  • Ninda Lutfiani University of Raharja
  • Sutarto Wijono University Kristen Satya Wacana
  • Untung Rahardja University of Raharja
  • Ade Iriani University Kristen Satya Wacana
  • Qurotul Aini University of Raharja
  • Rafly Ananda Dwi Septian University of Raharja

DOI:

https://doi.org/10.34306/att.v5i2.279

Keywords:

Bibliometrics, LMS, eLearning, Artificial Intelligent, Chatbot

Abstract

Since most students begin their studies online, the LMS platform is frequently used. Universities and colleges play a crucial role in adopting many of its LMS platforms. A web-based application software package called Bibliometrics is used to design, test, and evaluate specific learning processes. LMS will be the dominant artificial intelligence-based solution for managing eLearning starting in early 2021. The principal objective of this project is to develop an artificial intelligence-powered LMS portal that enables students to continue studying and receive the most recent lessons from their teachers. Using the Communicate cloud software and Dialog Flow, a chatbot plugin system connected to the Google platform, and based on current needs, research bibliometrics was developed as an LMS project system. Students can interact with the chatbot anytime to satisfy their learning needs as long as they have an internet connection and a student ID card to access the dashboard. The LMS Platform, which was developed utilizing Bibliometrics and Artificial Intelligence approaches to help students access resources and complete teacher tasks, is a novelty in this work, according to earlier publications that have been evaluated.

References

C. Zhang and Y. Lu, “Study on artificial intelligence: The state of the art and future prospects,” J. Ind. Inf. Integr., vol. 23, p. 100224, 2021.

U. Rahardja, S. Sudaryono, N. P. L. Santoso, A. Faturahman, and Q. Aini, “Covid-19: Digital Signature Impact on Higher Education Motivation Performance,” Int. J. Artif. Intell. Res., vol. 4, no. 1, pp. 65–74, 2020.

A. S. Bist, W. Febriani, C. Lukita, S. Kosasi, and U. Rahardja, “Design of face recognition attendX for recording student attendance data based on artificial intelligence technology,” Solid State Technol., vol. 63, no. 2s, 2020.

N. Septiani, N. Lutfiani, F. P. Oganda, R. Salam, and V. T. Devana, “Blockchain technology in the public sector by leveraging the triumvirate of security,” in 2022 International Conference on Science and Technology (ICOSTECH), 2022, pp. 1–5.

L. Chen, P. Chen, and Z. Lin, “Artificial intelligence in education: A review,” Ieee Access, vol. 8, pp. 75264–75278, 2020.

M. A. Goralski and T. K. Tan, “Artificial intelligence and sustainable development,” Int. J. Manag. Educ., vol. 18, no. 1, p. 100330, 2020.

R. S. Michalski, J. G. Carbonell, and T. M. Mitchell, Machine learning: An artificial intelligence approach. Springer Science & Business Media, 2013.

V. Agarwal, M. C. Lohani, A. S. Bist, E. P. Harahap, and A. Khoirunisa, “Analysis Of Deep Learning Techniques For Chest X-Ray Classification In Context Of Covid-19,” ADI J. Recent Innov., vol. 3, no. 2, pp. 208–216, 2022.

N. Lutfiani, D. Apriani, E. A. Nabila, and H. L. Juniar, “Academic Certificate Fraud Detection System Framework Using Blockchain Technology,” Blockchain Front. Technol., vol. 1, no. 2, pp. 55–64, 2022.

N. Goksel and A. Bozkurt, “Artificial intelligence in education: Current insights and future perspectives,” in Handbook of Research on Learning in the Age of Transhumanism, IGI Global, 2019, pp. 224–236.

J. B. Rahmad, S. Suwandi, C. K. T. Soedaryono, L. F. D. Aryanti, and D. Aprialiasari, “Analysis of The Effect of Community’s Role in CSR Activities on The Image of The Company of Minarak Brantas Gas, Inc.,” ADI J. Recent Innov., vol. 3, no. 2, pp. 153–171, 2022.

N. Lutfiani, W. S. Mariyati, A. A. Sari, and K. R. Febrianto, “Decentralization Of Information Using Blockchain Technology On Mobile Apps E-Journal,” Blockchain Front. Technol., vol. 1, no. 2, pp. 114–121, 2022.

X. Chen, H. Xie, D. Zou, and G.-J. Hwang, “Application and theory gaps during the rise of artificial intelligence in education,” Comput. Educ. Artif. Intell., vol. 1, p. 100002, 2020.

F. M. Syam and D. Anggrayni, “E-Training System To Improve HR Capability at Indofood Factory Using Codeigniter Framework,” ADI J. Recent Innov., vol. 3, no. 2, pp. 217–225, 2022.

N. Lutfiani, U. Rahardja, and K. T. Khasanah, “The Development Viewboard As an Information Media at Official Site Asosiation,” APTISI Trans. Manag., vol. 6, no. 1, pp. 10–18, 2022.

J. R. Anderson, Machine learning: An artificial intelligence approach, vol. 3. Morgan Kaufmann, 1990.

S. Maesaroh, L. Kusumaningrum, N. Sintawana, D. P. Lazirkha, and R. Dinda, “Wireless Network Security Design And Analysis Using Wireless Intrusion Detection System,” Int. J. Cyber IT Serv. Manag., vol. 2, no. 1, pp. 30–39, 2022.

K. Nagao, “Artificial intelligence in education,” in Artificial intelligence accelerates human learning, Springer, 2019, pp. 1–17.

A. U. Hasanah, Y. Shino, and S. Kosasih, “The Role Of Information Technology In Improving The Competitiveness Of Small And SME Enterprises,” IAIC Trans. Sustain. Digit. Innov., vol. 3, no. 2, pp. 168–174, 2022.

A. Williams and C. S. Bangun, “Artificial Intelligence System Framework in Improving The Competence of Indonesian Human Resources,” Int. J. Cyber IT Serv. Manag., vol. 2, no. 1, pp. 82–87, 2022.

F. Ouyang and P. Jiao, “Artificial intelligence in education: The three paradigms,” Comput. Educ. Artif. Intell., vol. 2, p. 100020, 2021.

S. A. Faaroek, A. S. Panjaitan, Z. Fauziah, and N. Septiani, “Design and Build Academic Website with Digital Certificate Storage Using Blockchain Technology,” IAIC Trans. Sustain. Digit. Innov., vol. 3, no. 2, pp. 175–184, 2022.

E. Dolan and R. Widayanti, “Implementation Of Authentication Systems On Hotspot Network Users To Improve Computer Network Security,” Int. J. Cyber IT Serv. Manag., vol. 2, no. 1, pp. 88–94, 2022.

F. Pedro, M. Subosa, A. Rivas, and P. Valverde, “Artificial intelligence in education: Challenges and opportunities for sustainable development,” 2019.

S. A. Yakan, “Analysis of Development of Artificial Intelligence in the Game Industry,” Int. J. Cyber IT Serv. Manag., vol. 2, no. 2, pp. 111–116, 2022.

Z. Ullah, F. Al-Turjman, L. Mostarda, and R. Gagliardi, “Applications of artificial intelligence and machine learning in smart cities,” Comput. Commun., vol. 154, pp. 313–323, 2020.

T. Ilkka, The impact of artificial intelligence on learning, teaching, and education. European Union, 2018.

W. Sun, P. Bocchini, and B. D. Davison, “Applications of artificial intelligence for disaster management,” Nat. Hazards, vol. 103, no. 3, pp. 2631–2689, 2020.

S. Lalmuanawma, J. Hussain, and L. Chhakchhuak, “Applications of machine learning and artificial intelligence for Covid-19 (SARS-CoV-2) pandemic: A review,” Chaos, Solitons & Fractals, vol. 139, p. 110059, 2020.

S. A. D. Popenici and S. Kerr, “Exploring the impact of artificial intelligence on teaching and learning in higher education,” Res. Pract. Technol. Enhanc. Learn., vol. 12, no. 1, pp. 1–13, 2017.

A. Alam, “Employing Adaptive Learning and Intelligent Tutoring Robots for Virtual Classrooms and Smart Campuses: Reforming Education in the Age of Artificial Intelligence,” in Advanced Computing and Intelligent Technologies, Springer, 2022, pp. 395–406.

X. Zhai et al., “A Review of Artificial Intelligence (AI) in Education from 2010 to 2020,” Complexity, vol. 2021, 2021.

M. Abdallah, M. A. Talib, S. Feroz, Q. Nasir, H. Abdalla, and B. Mahfood, “Artificial intelligence applications in solid waste management: A systematic research review,” Waste Manag., vol. 109, pp. 231–246, 2020.

H. Luan et al., “Challenges and future directions of big data and artificial intelligence in education,” Front. Psychol., vol. 11, p. 580820, 2020.

S. M. C. Loureiro, J. Guerreiro, and I. Tussyadiah, “Artificial intelligence in business: state of the art and future research agenda,” J. Bus. Res., vol. 129, pp. 911–926, 2021.

S. K. Singh, S. Rathore, and J. H. Park, “Blockiotintelligence: A blockchain-enabled intelligent IoT architecture with artificial intelligence,” Futur. Gener. Comput. Syst., vol. 110, pp. 721–743, 2020.

M. J. Baker, “The roles of models in Artificial Intelligence and Education research: a prospective view,” J. Artif. Intell. Educ., vol. 11, pp. 122–143, 2000.

J. Ribeiro, R. Lima, T. Eckhardt, and S. Paiva, “Robotic process automation and artificial intelligence in industry 4.0–a literature review,” Procedia Comput. Sci., vol. 181, pp. 51–58, 2021.

D. Gunning and D. Aha, “DARPA’s explainable artificial intelligence (XAI) program,” AI Mag., vol. 40, no. 2, pp. 44–58, 2019.

P. Ongsulee, “Artificial intelligence, machine learning and deep learning,” in 2017 15th international conference on ICT and knowledge engineering (ICT&KE), 2017, pp. 1–6.

U. Paschen, C. Pitt, and J. Kietzmann, “Artificial intelligence: Building blocks and an innovation typology,” Bus. Horiz., vol. 63, no. 2, pp. 147–155, 2020.

Y. Rohali, Y. Z. Basri, R. Ismail, and R. A. D. Septian, “Factors affecting the decision-making of Indonesian Sharia Banking companies,” ADI J. Recent Innov., vol. 4, no. 1, pp. 13–25, 2022.

D. Ahmad, N. Lutfiani, A. D. A. Rizki Ahmad, U. Rahardja, and Q. Aini, “Blockchain Technology Immutability Framework Design in E-Government,” J. Adm. Publik Public Adm. J., vol. 11, no. 1, pp. 32–41, 2021, doi: 10.31289/jap.v11i1.4310.

U. Rahardja, P. A. Sunarya, N. Lutfiani, M. Hardini, and S. N. Sari, “Transformation of Green Economic Recovery Based on Photovoltaic Solar Canopy,” Int. J. Mar. Eng. Innov. Res., vol. 7, no. 2, 2022.

Downloads

Published

2022-11-30

How to Cite

Lutfiani, N., Wijono, S., Rahardja, U., Iriani, A., Aini, Q., & Septian, R. A. D. (2022). A Bibliometric Study : Recommendation based on Artificial Intelligence for iLearning Education. Aptisi Transactions on Technopreneurship (ATT), 5(2), 109–117. https://doi.org/10.34306/att.v5i2.279

Issue

Section

Articles

Most read articles by the same author(s)

1 2 3 > >>