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International Conference of Software Business

ICSOB 2016: Software Business pp 16–31Cite as

Software Analytics for Planning Product Evolution

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Part of the book series: Lecture Notes in Business Information Processing ((LNBIP,volume 240))

Abstract

Evolution of a software product is inevitable as product context changes and the product gradually becomes less useful if it is not adapted. Planning is a basis to evolve a software product. The product manager, who carries responsibilities of planning, requires but does not always have access to high-quality information for making the best possible planning decisions. The current study aims to understand whether and when analytics are valuable for product planning and how they can be interpreted to a software product plan. The study was designed with an interview-based survey methodology approach through 17 in-depth semi-structured interviews with product managers. Based on results from qualitative analysis of the interviews, we defined an analytics-based model. The model shows that analytics have potentials to support the interpretation of product goals while is constrained by both product characteristics and product goals. The model implies how to use analytics for a good support of product planning evolution.

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References

  1. Rajlich, V.C.T., Bennett, K.H.: A staged model for the software life cycle. Computer 33, 66–71 (2000)

    Article  Google Scholar 

  2. Lehman, M.M.: Programs, life cycles, and laws of software evolution. Proc. IEEE 68, 1060–1076 (1980)

    Article  Google Scholar 

  3. Gold, N., Mohan, A., Knight, C., Munro, M.: Understanding service-oriented software. IEEE Softw. 21, 71–77 (2004)

    Article  Google Scholar 

  4. Choudhary, V.C.: Software as a service: implications for investment in software development. In: 40th Annual Hawaii International Conference on System Sciences, HICSS 2007, Waikoloa, Big Island, Hawaii (2007)

    Google Scholar 

  5. Denne, M., Cleland-Huang, J.: The incremental funding method: Data-driven software development. IEEE Softw. 21, 39–47 (2004)

    Article  Google Scholar 

  6. Ottum, B.D., Moore, W.L.: The role of market information in new product success/failure. J. Prod. Innov. Manag. 14, 258–273 (1997)

    Article  Google Scholar 

  7. Fricker, S.A.: Software Product Management. In: Maedche, A., Botzenhardt, A., Neer, L. (eds.) Software for People, pp. 53–81. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  8. Kittlaus, H.-B., Clough, P.N.: Software Product Management and Pricing: Key Success Factors for Software Organizations. Springer-Verlag New York Inc., New York (2009)

    Google Scholar 

  9. Bekkers, W., van de Weerd, I., Spruit, M., Brinkkemper, S.: A framework for process improvement in software product management. In: Riel, A., O’Connor, R., Tichkiewitch, S., Messnarz, R. (eds.) EuroSPI 2010. CCIS, vol. 99, pp. 1–12. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  10. Cooper, R.G., Edgett, S.J., Kleinschmidt, E.J.: New product portfolio management: practices and performance. J. Prod. Innov. Manag. 16, 333–351 (1999)

    Article  Google Scholar 

  11. Phaal, R., Farrukh, C.J., Probert, D.R.: Technology roadmapping—a planning framework for evolution and revolution. Technol. Forecast. Soc. Change 71, 5–26 (2004)

    Article  Google Scholar 

  12. Svahnberg, M., Gorschek, T., Feldt, R., Torkar, R., Saleem, S.B., Shafique, M.U.: A systematic review on strategic release planning models. Inf. Softw. Technol. 52, 237–248 (2010)

    Article  Google Scholar 

  13. Ebert, C.: The impacts of software product management. J. Syst. Softw. 80, 850–861 (2007)

    Article  Google Scholar 

  14. Phaal, R., Farrukh, C.J., Probert, D.R.: Strategic roadmapping: a workshop-based approach for identifying and exploring innovation issues and opportunities. Eng. Manag. J. 19, 3–12 (2007)

    Article  Google Scholar 

  15. Krueger, R.A.: Focus Groups: A Practical Guide for Applied Research. Sage, Los Angeles (2009)

    Google Scholar 

  16. Fowler, F.J.: Survey Research Methods. Sage, Los Angeles (2009)

    Google Scholar 

  17. Lynna, G.S., Akgünb, A.E.: Project visioning: Its components and impact on new product success. J. Prod. Innov. Manag. 18, 374–387 (2001)

    Article  Google Scholar 

  18. Robson, C.: Real World Research: A Resource for Social Scientists and Practitioner-Researchers. Blackwell, Oxford (2002)

    Google Scholar 

  19. Howard, J.A., Sheth, J.N.: The Theory of Buyer Behavior. Wiley, New York (1969)

    Google Scholar 

  20. Milne, A., Maiden, N.: Power and politics in requirements engineering: embracing the dark side? Requir. Eng. 17, 83–98 (2012)

    Article  Google Scholar 

  21. Zhang, D., Dang, Y., Lou, J.-G., Han, S., Zhang, H., Xie, T.: Software analytics as a learning case in practice: Approaches and experiences. In: International Workshop on Machine Learning Technologies in Software Engineering, pp. 55–58. Lawrence, Kansas (2011)

    Google Scholar 

  22. Davenport, T.H., Harris, J.G.: Competing on Analytics: The New Science of Winning. Harvard Business Press, Boston (2007)

    Google Scholar 

  23. Buse, R., Zimmermann, T.: Analytics for software development. In: Foundations of Software Engineering (FSE)/SDP Workshop on Future of Software Engineering Research. ACM, Santa Fe (2010)

    Google Scholar 

  24. Buse, R., Zimmermann, T.: Information needs for software development analytics. In: International Conference on Software Engineering, ICSE 2012, pp. 987–996. IEEE Press, Zurich (2012)

    Google Scholar 

  25. Elo, S., Kyngäs, H.: The qualitative content analysis process. J. Adv. Nurs. 62, 107–115 (2008)

    Article  Google Scholar 

  26. Brinkkemper, S.: Method engineering: engineering of information systems development methods and tools. Inf. Softw. Technol. 38, 275–280 (1996)

    Article  Google Scholar 

  27. Fotrousi, F., Izadyan, K., Fricker, S.A.: Analytics for product planning: in-depth interview study with SaaS product managers. In: IEEE 6th International Conference on Cloud Computing, Santa Clara Marriott, CA, USA (2013)

    Google Scholar 

  28. Cooper, A.: What is analytics? Definition and essential characteristics. CETIS Anal. Ser. 1, 1–10 (2012)

    Google Scholar 

  29. Gorchels, L.: The Product Manager’s Handbook: The Complete Product Management Resource. NTC Business Books, Illinois (2000)

    Google Scholar 

  30. Fricker, S., Schumacher, S.: Release planning with feature trees: industrial case. In: Regnell, B., Damian, D. (eds.) REFSQ 2011. LNCS, vol. 7195, pp. 288–305. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  31. Cusumano, M.A.: The changing software business: Moving from products to services. Computer 41, 20–27 (2008)

    Article  Google Scholar 

  32. Menasce, D.A.: QoS issues in web services. IEEE Internet Comput. 6, 72–75 (2002)

    Article  Google Scholar 

  33. Srivastava, J., Cooley, R., Deshpande, M., Tan, P.-N.: Web usage mining: Discovery and applications of usage patterns from web data. ACM SIGKDD Explor. Newslett. 1, 12–23 (2000)

    Article  Google Scholar 

  34. Clifton, B.: Advanced Web Metrics with Google Analytics. Wiley. com, New York (2012)

    Google Scholar 

  35. Kohavi, R., Rothleder, N.J., Simoudis, E.: Emerging trends in business analytics. Commun. ACM 45, 45–48 (2002)

    Article  Google Scholar 

  36. Holsapple, C., Lee-Post, A., Pakath, R.: A unified foundation for business analytics. Decis. Support Syst. 64, 130–141 (2014)

    Article  Google Scholar 

  37. Shung, K.P., Junyu, M.C.: Application of analytics in business strategy. Bus. Intell. J. 5, 190–193 (2012)

    Google Scholar 

  38. Guest, G., Bunce, A., Johnson, L.: How many interviews are enough? An experiment with data saturation and variability. Field Methods 18, 59–82 (2006)

    Article  Google Scholar 

  39. Clements, P., Bass, L.: Using business goals to inform a software architecture. In: 18th IEEE International on Requirements Engineering Conference (RE 2010), Sydney, NSW, Australia (2010)

    Google Scholar 

  40. Ebert, C., Brinkkemper, S.: Software product management–An industry evaluation. J. Syst. Softw. 95, 10–18 (2014)

    Article  Google Scholar 

  41. Herrera, M., Moraga, M.Å., Caballero, I., Calero, C.: Quality in use model for web portals (QiUWeP). In: Facca, F.M., Daniel, F. (eds.) ICWE 2010. LNCS, vol. 6385, pp. 91–101. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  42. Olsson, H.H., Bosch, J.: Climbing the “Stairway to Heaven”: evolving from agile development to continuous deployment of software. In: Bosch, J. (ed.) Continuous Software Engineering, pp. 15–27. Springer, New York (2014)

    Google Scholar 

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Acknowledgments

Parts of this work have been done with the support of the SUPERSEDE project funded by the European Union’s ICT 2014 under grant agreement no 644018.

Author information

Authors and Affiliations

  1. SERL-Sweden, Blekinge Institute of Technology, 371 79, Karlskrona, Sweden

    Farnaz Fotrousi & Samuel A. Fricker

  2. i4Ds Centre for Requirements Engineering, FHNW, 5210, Windisch, Switzerland

    Farnaz Fotrousi & Samuel A. Fricker

Authors
  1. Farnaz Fotrousi
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  2. Samuel A. Fricker
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Corresponding author

Correspondence to Farnaz Fotrousi .

Editor information

Editors and Affiliations

  1. Lappeenranta University of Technology, Lappeenranta, Finland

    Andrey Maglyas

  2. University of Limerick, Lero-The Irish Software Research Centre, Limerick, Ireland

    Anna-Lena Lamprecht

Appendix: Tables of Qualitative Analysis

Appendix: Tables of Qualitative Analysis

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Fotrousi, F., Fricker, S.A. (2016). Software Analytics for Planning Product Evolution. In: Maglyas, A., Lamprecht, AL. (eds) Software Business. ICSOB 2016. Lecture Notes in Business Information Processing, vol 240. Springer, Cham. https://doi.org/10.1007/978-3-319-40515-5_2

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