Skip to main content

Development of an Expert System-Oriented Service Support Help Desk Management System

  • Conference paper
  • First Online:
Proceedings of International Joint Conference on Computational Intelligence

Abstract

With the recent advancements of artificial intelligence, automation has been making its way into various systems that previously could only be operated by humans. Hence, these systems are getting more autonomous and taking control off from the human operators gradually. On the other hand, service centers are found to be subunits of almost all companies. However, a process at such service centers becomes slower and inefficient once the center is completely operated by humans. On the contrary, considering the functionalities of the center, complete automation is not either effective in certain centers. This triggers the necessity of a semi-automated center where a framework for such service center is proposed in this paper. While analyzing, it has been observed that the performance of the existing system is heavily hampered due to the absence of dynamicity. Therefore, the proposed framework attempts to make the center dynamic by introducing certain automated behaviors. The proposed system discussed in this paper comprises of all features in that are present in the current system but in an automated way. Furthermore, the proposed system extends the functionalities of a service center that could not be achieved by humans only. The proposed system also incorporates AI to a part of it making it semi-AI driven. A further description is also given in this paper of what needs to be done in order to accomplish a completely AI-driven system.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Lee JD, See KA (2004) Trust in automation: designing for appropriate reliance. Hum Factors 46(1):50–80

    Article  Google Scholar 

  2. Endsley MR (2018) Automation and situation awareness. Automation and human performance. Routledge, UK, pp 183–202

    Google Scholar 

  3. Riley K, McVicker W, Nunn S, Anand S, Brett J (2002) Accenture services Ltd and accenture LLP. Method for implementing service desk capability. US Patent Application 10/029,769

    Google Scholar 

  4. Panizzolo R (2008) A methodology to measure the value of services provided to customers in manufacturing firms. Meas Bus Excel 12(3):3–15

    Article  Google Scholar 

  5. Hewitt P (2002) The government’s manufacturing strategy. Secretary of State for Trade and Industry, Westminster, p 4

    Google Scholar 

  6. Oliva R, Kallenberg R (2003) Managing the transition from products to services. Int J Serv Ind Manag 14(2):160–172

    Article  Google Scholar 

  7. Karlsson U (2007) Service based manufacturing strategies implication for product development, production and service operations in global companies

    Google Scholar 

  8. Neely A (2008) Exploring the financial consequences of the servitization of manufacturing. Oper Manag Res 1(2):103–118

    Article  Google Scholar 

  9. Parasuraman R, Sheridan TB, Wickens CD (2000) A model for types and levels of human interaction with automation. IEEE Trans Syst Man Cybern Part A Syst Hum 30(3):286–297

    Article  Google Scholar 

  10. Farin NJ, Rimon MNAA, Momen S, Uddin MS, Mansoor N (2016) A framework for dynamic vehicle pooling and ride-sharing system. In: International workshop on computational intelligence (IWCI). IEEE, pp 204-208

    Google Scholar 

  11. Farin NJ, Rahman A, Mansoor N, Hossain S (2016) Wotcoms: a novel cross-layered web-of-things based framework for course management system. In: ICAICT

    Google Scholar 

  12. Arasu A, Cho J, Garcia-Molina H, Paepcke A, Raghavan S (2001) Searching the web. ACM Trans Internet Technol (TOIT) 1(1):2–43

    Article  Google Scholar 

  13. Sebastiani F (2002) Machine learning in automated text categorization. ACM Comput Surv (CSUR) 34(1):1–47

    Article  Google Scholar 

  14. Lawson R (2015) Web scraping with Python. Packt Publishing Ltd, Birmingham

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nafees Mansoor .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Kamal, A.H., Tusher, M.O., Ahmad, S.F., Farin, N.J., Mansoor, N. (2020). Development of an Expert System-Oriented Service Support Help Desk Management System. In: Uddin, M., Bansal, J. (eds) Proceedings of International Joint Conference on Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-13-7564-4_57

Download citation

Publish with us

Policies and ethics