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Opportunities and Challenges in Using AI Chatbots in Higher Education

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Published:15 January 2020Publication History

ABSTRACT

Artificial intelligence (AI) conversational chatbots have gained popularity over time, and have been widely used in the fields of e-commerce, online banking, and digital healthcare and well-being, among others. The technology has the potential to provide personalised service to a range of consumers. However, the use of chatbots within educational settings is still limited. In this paper, we present three chatbot prototypes, the Warwick Manufacturing Group, University of Warwick, are currently developing, and discuss the potential opportunities and technical challenges we face when considering AI chatbots to support our daily activities within the department. Three AI virtual agents are under development: 1) to support the delivery of a taught Master's course simulation game; 2) to support the training and use of a newly introduced educational application; 3) to improve the processing of helpdesk requests within a university department. We hope this paper is informative to those interested in using chatbots in the educational domain. We also aim to improve awareness among those within the chatbot development industry, in particular the chatbot engine providers, about the educational and operational needs within educational institutes, which may differ from those in other domains.

References

  1. Maroengsit, W., Piyakulpinyo, T., Phonyiam, K., Pongnumkul, S., Chaovalit, P. and Theeramunkong, T. 2019. A Survey on Evaluation Methods for Chatbots. In Proceedings of the 7th International Conference on Information and Education Technology (ICIET 2019). ACM, New York, NY, USA, 111--119. DOI=10.1145/3323771.3323824Google ScholarGoogle Scholar
  2. Molnár, G. and Szüts, Z. 2018. The Role of Chatbots in Formal Education, IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY), Subotica, 197--202. doi= 10.1109/SISY.2018.8524609Google ScholarGoogle Scholar
  3. Lizi, L., You, Z., Yunshan, M., Richang H., and Tat-Seng C. 2018. Knowledge-aware Multimodal Fashion Chatbot. In Proceedings of the 26th ACM international conference on Multimedia (MM '18). ACM, New York, NY, USA, 1265--1266. DOI=10.1145/3240508.3241399Google ScholarGoogle Scholar
  4. Meng-Chieh, K. and Zih-Hong, L. 2018. CardBot: A Chatbot for Business Card Management. In Proceedings of the 23rd International Conference on Intelligent User Interfaces Companion (IUI '18 Companion). ACM, New York, NY, USA, Article 5, 2 pages. DOI=10.1145/3180308.3180313Google ScholarGoogle Scholar
  5. Madhu, D., Jain, C. J. N., Sebastain, E., Shaji, S. and Ajayakumar, A.2017. A novel approach for medical assistance using trained chatbot, International Conference on Inventive Communication and Computational Technologies (ICICCT), Coimbatore, 243--246. DOI=10.1109/ICICCT.2017.7975195Google ScholarGoogle Scholar
  6. Ahmed, F. and Silvia, G. 2017. Addressing challenges in promoting healthy lifestyles: the al-chatbot approach. In Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '17). ACM, New York, NY, USA, 261--265. DOI=10.1145/3154862.3154914Google ScholarGoogle Scholar
  7. Xuan, L. P., Thao, P., Quynh, M. N., Thanh, H. N., and Thi, T. H. C. 2018. Chatbot as an Intelligent Personal Assistant for Mobile Language Learning. In Proceedings of the 2018 2nd International Conference on Education and E-Learning (ICEEL 2018). ACM, New York, NY, USA, 16--21. DOI=10.1145/3291078.3291115Google ScholarGoogle Scholar
  8. Verleger, M. and Pembridge, J. 2018. A Pilot Study Integrating an AI-driven Chatbot in an Introductory Programming Course, IEEE Frontiers in Education Conference (FIE), San Jose, CA, USA, 1--4. DOI= 10.1109/FIE.2018.8659282Google ScholarGoogle Scholar
  9. Yi-Chieh, L. and Wai-Tat, F. 2019. Supporting peer assessment in education with conversational agents. In Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion (IUI '19). ACM, New York, NY, USA, 7--8. DOI=10.1145/3308557.3308695Google ScholarGoogle Scholar
  10. Stanica, I., Dascalu, M., Bodea, C. N. and Bogdan, M. A. D. 2018. VR Job Interview Simulator: Where Virtual Reality Meets Artificial Intelligence for Education, Zooming Innovation in Consumer Technologies Conference (ZINC), Novi Sad, 9--12. DOI=10.1109/ZINC.2018.8448645Google ScholarGoogle ScholarCross RefCross Ref
  11. KyuHwon, P. and Young-Seob, J. 2019. Indoor Dialog Agent in Mixed Reality (video). In Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys '19). ACM, New York, NY, USA, 708--709. DOI=10.1145/3307334.3328595Google ScholarGoogle Scholar
  12. Talis Aspire Reading List. https://talis.com/talis-aspire 2019.Google ScholarGoogle Scholar
  13. IBM Watson. https://www.ibm.com/watson/ 2019.Google ScholarGoogle Scholar
  14. Dialogflow. https://dialogflow.com/ 2019.Google ScholarGoogle Scholar
  15. Wit.ai. https://wit.ai/ 2019.Google ScholarGoogle Scholar
  16. Pandorabots. https://home.pandorabots.com/home.html 2019.Google ScholarGoogle Scholar
  17. Gonda, D. E., Luo, J., Wong, Y. and Lei, C. 2018. Evaluation of Developing Educational Chatbots Based on the Seven Principles for Good Teaching, IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE), Wollongong, NSW, 446--453. doi=10.1109/TALE.2018.8615175Google ScholarGoogle Scholar
  18. Ranoliya, B. R., Raghuwanshi, N.and Singh, S. 2017. Chatbot for university related FAQs, International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, 1525--1530. doi=10.1109/ICACCI.2017.8126057Google ScholarGoogle Scholar

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        cover image ACM Other conferences
        ICEEL '19: Proceedings of the 2019 3rd International Conference on Education and E-Learning
        November 2019
        154 pages
        ISBN:9781450372251
        DOI:10.1145/3371647

        Copyright © 2019 ACM

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        • Published: 15 January 2020

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