Skip to main content

Requirements Engineering in Business Analytics for Innovation and Product Lifecycle Management

  • Conference paper
Advances in Conceptual Modeling (ER 2013)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8697))

Included in the following conference series:

Abstract

Considering Requirements Engineering (RE) in business analytics, involving market oriented management, computer science and statistics, may be valuable for managing innovation in Product Lifecycle Management (PLM). RE and business analytics can help maximize the value of corporate product information throughout the value chain starting with innovation management. Innovation and PLM must address 1) big data, 2) development of well-defined business goals and principles, 3) cost/benefit analysis, 4) continuous change management, and 5) statistical and report science. This paper is a positioning note that addresses some business case considerations for analytics project involving PLM data, patents, and innovations. We describe a number of research challenges in RE that addresses business analytics when high PLM data should be turned into a successful market oriented innovation management strategy. We provide a draft on how to address these research challenges.

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 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight 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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Chung, L., Nixon, B.A., Yu, E.: Dealing with Change: An approach Using Non-functional Requirements. Requirements Engineering Journal, 238–260 (1996) Proceedings of the Second Internation Symposium on Requirements Engineering, York, England. Springer Verlag London Limited

    Google Scholar 

  2. Davenport, T.H., Mule, L.D., Lucker, J.: Know what your customers want before they do. Harvard Business Review (December 2011)

    Google Scholar 

  3. Guszcza, J., Lucker, J.: Beyond the numbers: Analytics as a strategic capability. Deloitte Review (2011)

    Google Scholar 

  4. Guszcza, J., Lucker, J.: A delicate balance: Organizational barriers to evidence-based management. Deloitte Review (2012)

    Google Scholar 

  5. Hans, S., Swineheart, G.: Finding the needle – using forensic analytics to understand what happened – and what might happen. Deloitte (2011)

    Google Scholar 

  6. González-Baixauli, B.: Visual Variability Analysis for Goal Models. In: Requirements Engineering Conf., pp. 198–207 (2004)

    Google Scholar 

  7. González-Baixauli, B., Laguna, M.A.: Sampaio do Prado Leite J.C.: A Meta-model to Support Visual Variability Analysis. In: First International Workshop on Variability Modelling of Software-intensive Systems, Limerick, Ireland (January 2007)

    Google Scholar 

  8. International Standards Organization, ISO9126, Quality Management Systems Requirements (2000)

    Google Scholar 

  9. Kazhamiakin, R., Pistore, M., Roveri, M.: A Framework for Integrating Business Processes and Business Requirements. In: 8th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2004), pp. 9–20 (2004)

    Google Scholar 

  10. Kemmerer, S.J.: STEP, the grand experience, National Institute of Standards and Technology, special publication 939 (1999)

    Google Scholar 

  11. Lapouchnian, A., Yu, Y.: Mylopoulos J., Liaskos S., Sampaio do Prado Leite J.C.: From stakeholder goals to high-variability software design, ftp.cs.toronto.edu/csrg-technicalreports/509. Tech. rep., University of Toronto (2005)

    Google Scholar 

  12. Mylopoulos, J., Chung, L., Nixon, B.: Representing and Using Non-Functional Requirements: A Process-Oriented Approach. IEEE Trans. on Software Engineering 18(6), 483–497 (1992)

    Article  Google Scholar 

  13. Regnell, B., Höst, M., Berntsson Svensson, R.: A Quality Performance Model for Cost-Benefit Analysis of Non-Functional Requirement Applied to the Mobile Handset Domain. In: Sawyer, P., Heymans, P. (eds.) REFSQ 2007. LNCS, vol. 4542, pp. 277–291. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  14. Rohleder, C.: Representing Non-Functional Requirements on Services – A Case Study. In: COMPSAC 2012, Trustworthy Software Systems for the Digital Society, Izmir, Turkey, July 16-20 (2012)

    Google Scholar 

  15. Rohleder, C.: Quality Product Derivation: A Case Study for Quality Control at Siemens. In: 8th WSEAS (World Scientific and Engineering Academy and Society) Best Paper Award International Conference on Software Engineering, Parallel and Distributed Systems (SEPADS 2009), pp. 51–56. Cambridge, UK (February 2009)

    Google Scholar 

  16. Rohleder, C., Marhold, C., Salinesi, C., Doerr, J.: Quality Data Model and Quality Control in the Product Lifecycle Management. In: PLM 2009, International Conference on Product Lifecycle Management, Bath, United Kingdom (July 2009)

    Google Scholar 

  17. Rohleder, C.: Visualizing the Impact of Non-Functional Requirements on Variants - A Case Study. In: 16th IEEE International Requirements Engineering Conference, Workshop REV 2008, Barcelona, Spain (September 2008)

    Google Scholar 

  18. Rohleder, C., Ling, J., Kusumah, I., Ozkan, G.: Business Analytics in Innovation and Product Lifecycle Management. In: IEEE Research Challenges on Information Sciences Conference, Paris (2013)

    Google Scholar 

  19. Rohleder, C., Marhold, C., Salinesi, C., Doerr, J.: Clarifying Non-Functional Requirements to Improve User Acceptance – Experience at Siemens. In: REFSQ Requirements Engineering: Foundation for Software Quality, Amsterdam, Netherland (June 2009)

    Google Scholar 

  20. Rohleder, C.: Representing Variants Including Quality Attributes. IPSI Transaction Journal, Transaction on Internet Research 4(1), 1820–4503 (2008)

    Google Scholar 

  21. Rohleder, C.: Requirements Management using Positioning Requirements in Enterprise System Projects. Issues in Information Systems VIII(2), 152–157 (2006)

    Google Scholar 

  22. Short, J.E., Bohn, R.E., Baru, C.: How much information? 2010 report on enterprise server information. Global Information Industry Center, UC San Diego (2011)

    Google Scholar 

  23. Saaksvuori, A.: Product Lifecycle Management, Springer (2005), ISBN 3540257314

    Google Scholar 

  24. Tseng, Y.-H., Lin, C.-J., Lin, Y.-I.: Text mining techniques for patent analysis. Inf. Process. Manage. 43, 1216–1247 (2007)

    Article  Google Scholar 

  25. Van Lamsweerde, A., Dairmont, R., Massonet, P.: Goal Directed Elaboration of Requirements for a Meeting Scheduler: Problems and Lessons Learnt. In: Proc. of IEEE RE 1995 – 2nd Int. Symp. On Requirements Engineering, pp. 194–204. IEEE Computer Society, York (1995)

    Chapter  Google Scholar 

  26. Yu, E.: Towards Modelling and Reasoning Support for Early-Phase Requirements Engineering. In: Proceedings of the 3rd IEEE Int. Symp. on Requirements Engineering (RE 1997), January 6-8, pp. 226–235. IEEE Computer Society, Washington D.C (1997)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Rohleder, C., Lin, J., Kusumah, I., Özkan, G. (2014). Requirements Engineering in Business Analytics for Innovation and Product Lifecycle Management. In: Parsons, J., Chiu, D. (eds) Advances in Conceptual Modeling. ER 2013. Lecture Notes in Computer Science, vol 8697. Springer, Cham. https://doi.org/10.1007/978-3-319-14139-8_7

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-14139-8_7

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-14138-1

  • Online ISBN: 978-3-319-14139-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics