Design and Development of InfoRef using Dialogflow: A 24/7 Online Reference Service Platform

Authors

  • Department of Library and Information Science, School of Mathematics, Computers and Information Science, Central University of Himachal Pradesh (CUHP), Shahpur – 176206, Himachal Pradesh
  • Department of Library and Information Science, School of Mathematics, Computers and Information Science, Central University of Himachal Pradesh (CUHP), Shahpur – 176206, Himachal Pradesh

DOI:

https://doi.org/10.17821/srels/2023/v60i3/171042

Keywords:

AI, Chatbot, InfoRef, Reference Service, Virtual Reference Service

Abstract

The present study proposes an AI-based conversational agent named InfoRef to provide reference services by creating an interactive interface between library services and users. The application works on the AAA (Anytime, Anywhere, Anyone) model and routes the users to the available information. It provides access to 24/7 information to users. The free version of Dialogflow (a natural language understanding engine by Google) was used for building the InfoRef application. After its development, the InfoRef was integrated with different online platforms like the website, Koha ILS, and Telegram. The integration worked well and generated a similar response on all platforms.

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References

Abdullahi, Z. M. and Mamza, W. P. (2014). Effectiveness of reference services in providing students’ information needs in tertiary institutions in Nigeria. Information Impact: Journal of Information and Knowledge Management, 5(2), 17-32.

Adamopoulou, E. and Moussiades, L. (2020). Chatbots: History, technology, and applications. Machine Learning with Applications, 2, 100006. https://doi.org/10.1016/j. mlwa.2020.100006

Allison, D. (2012). Chatbots in the Library: Is it time? Library Hi Tech, 30(1), 95-107. https://doi.org/10.1108/07378831211213238

Athota, L., Shukla, V. K., Pandey, N. and Rana, A. (2020). Chatbot for healthcare system using artificial intelligence. In 2020 8th International conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) IEEE, p. 619-622. https://doi.org/10.1109/ICRITO48877.2020.9197833

Brixey, J., Hoegen, R., Lan, W., Rusow, J., Singla, K., Yin, X., and Leuski, A. (2017). Shihbot: A facebook chatbot for sexual health information on HIV/AIDS. In Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue. p. 370-373. https://doi.org/10.18653/v1/W17- 5544

Cambridge University Press. (n.d.). Chatbot. In Cambridge dictionary. Available at: https://dictionary.cambridge. org/dictionary/english/chatbot

Chung, K. and Park, R. C. (2019). Chatbot-based heathcare service with a knowledge base for cloud computing. Cluster Computing, 22, 1925-1937. https://doi. org/10.1007/s10586-018-2334-5

Chaves, A. P., Egbert, J., Hocking, T., Doerry, E. and Gerosa, M. A. (2022). Chatbots language design: The influence of language variation on user experience with tourist assistant chatbots. ACM Transactions on Computer-Human Interaction, 29(2), 1-38. https://doi. org/10.1145/3487193

Colace, F., De Santo, M., Lombardi, M., Pascale, F., Pietrosanto, A. and Lemma, S. (2018). Chatbot for e-learning: A case of study. International Journal of Mechanical Engineering and Robotics Research, 7(5), 528-533. https://doi.org/10.18178/ijmerr.7.5.528-533

Cox, A.M., Pinfield, S., and Rutter, S. (2019), “The intelligent library: Thought leaders’ views on the likely impact of artificial intelligence on academic libraries”, Library Hi Tech, 37(3), 418-435. https://doi.org/10.1108/LHT-08- 2018-0105

Ehrenpreis, M. and DeLooper, J. (2022). Implementing a chatbot on a library website. Journal of Web Librarianship, 16(2), 120-142. https://doi.org/10.1080/1 9322909.2022.2060893

Google. (n.d.). Dialogflow documentation. Google cloud. Google. Available at: https://cloud.google.com/ dialogflow/docs/editions

Gupta, J., Singh, V. and Kumar, I. (2021). Florence-a health care chatbot. In 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS), 1, 504-508. https://doi.org/10.1109/ ICACCS51430.2021.9442006

Hussain, A. (2023). Use of artificial intelligence in the library services: prospects and challenges. Library Hi Tech News, 40(2), 15-17. https://doi.org/10.1108/LHTN-11- 2022-0125

Jain, N., Jain, P., Kayal, P., Sahit, J., Pachpande, S. and Choudhari, J. (2019). AgriBot: agriculture-specific question answer system. https://doi.org/10.35543/osf. io/3qp98

Kane, D. (2019). Creating, managing and analyzing an academic library chatbot. BiD: Textos Universitaris de Biblioteconomia i Documentació, 43.

Kane, D. (2017). UCI Libraries’ chatbot files (ANTswers) [Data set]. In Recasting the narrative (Version 11). ACRL 2019, Dryad.

Kasinathan, V., Abd Wahab, M. H., Idrus, S. Z. S., Mustapha, A. and Yuen, K. Z. (2020). Aira chatbot for travel: Case study of AirAsia. Journal of Physics: Conference Series, 1529(2), 022101. IOP Publishing. https://doi. org/10.1088/1742-6596/1529/2/022101

Madhuravani, K., Nandini, K., Deepthi, M., Akash, J., and Kavya, V. (2022). College enquiry chatbot. Ymer, 21(4), 679-684. https://doi.org/10.37896/YMER21.04/65

Mondal, A., Dey, M., Das, D., Nagpal, S., and Garda, K. (2018). Chatbot: An automated conversation system for the educational domain. 2018 International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP), p. 1-5. https://doi. org/10.1109/iSAI-NLP.2018.8692927

Mostaco, G. M., De Souza, I. R. C., Campos, L. B. and Cugnasca, C. E. (2018). AgronomoBot: A smart answering Chatbot applied to agricultural sensor networks. 14th International Conference on Precision Agriculture, 24, 1-13.

Momaya, M., Khanna, A., Sadavarte, J. and Sankhe, M. (2021). Krushi-the farmer chatbot. 2021 International Conference on Communication Information and Computing Technology (ICCICT), p. 1-6. https://doi. org/10.1109/ICCICT50803.2021.9510040

Mentor Public Library and Pandorabots. (2017). Pandorabots. Available at: https:// pandorabots.com/ static/html/Stories/LibraryStory.html

Panda, S. and Chakravarty, R. (2022). Adapting intelligent information services in libraries: A case of smart AI chatbots. Library Hi Tech News, 39(1), 12-15. https:// doi.org/10.1108/LHTN-11-2021-0081

Rodriguez, S. and Mune, C. (2021). Library chatbots: Easier than you think. Computers in Libraries, 41(8), 29-32.

Rubin, V. L., Chen, Y. and Thorimbert, L. M. (2010). Artificially intelligent conversational agents in libraries. Library Hi Tech, 28(4), 496-522. https://doi. org/10.1108/07378831011096196

Singh, M., Singh, R., Pandey, A. and Kasture, P. (2018). Chatbot for banking industry. International Conference on Communication, Security and Optimization of Decision Support Systems (ICCSOD 2018), p. 247-249.

Suebsombut, P., Sureephong, P., Sekhari, A., Chernbumroong, S. and Bouras, A. (2022). Chatbot application to support smart agriculture in Thailand. 2022 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT and NCON), p. 364-367. https://doi.org/10.1109/ ECTIDAMTNCON53731.2022.9720318

Tella, A. and Ajani, Y. A. (2022). Robots and public libraries. Library Hi Tech News, 39(7), 15-18. https://doi. org/10.1108/LHTN-05-2022-0072

Thomas, P. J. (2017). Use of Koha in India: Problems and prospects. IASLIC Bulletin, 62(4), 243-249.

Topal, A. D., Eren, C. D. and Geçer, A. K. (2021). Chatbot application in a 5th grade science course. Education and Information Technologies, 26(5), 6241-6265. https://doi. org/10.1007/s10639-021-10627-8

Yossy E. H. and Budiharto, W. (2021). Knowledge-based chatbot for humanoid robot in restaurant for question and answering system. ICIC Express Letters, Part B: Applications, 13(3), 315-320.

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Published

2023-07-01

How to Cite

Priya, & Shivarama Rao, K. (2023). Design and Development of InfoRef using Dialogflow: A 24/7 Online Reference Service Platform. Journal of Information and Knowledge, 60(3), 185–190. https://doi.org/10.17821/srels/2023/v60i3/171042

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Articles