Skip to main content

Scale Your Information Modeling Effort Using the Power of the Crowd

  • Conference paper
  • First Online:
On the Move to Meaningful Internet Systems: OTM 2018 Workshops (OTM 2018)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 11231))

Abstract

Data is increasingly important for companies to get insights, allowing to better serve their customers and to generate new business opportunities. The increase of data with all its hidden potential is so large, that to keep up in understanding that data, we need to scale up by involving the power of the (business) crowd. This starts with knowing what the data is and how it relates to other data. Renowned methods like Fact Based Modeling (FBM) require the participation of specialists, and take time before business people can benefit from this data knowledge. A new approach allows the business to do self-service modeling to quickly capture and share relevant knowledge about the data. This approach uses a checklist with questions, guiding the development of an informal model. Self-service modeling enables a crowd of people to describe their knowledge about data, scaling up the use of data and its hidden potential.

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 EPUB and 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

Notes

  1. 1.

    UML: Unified Modeling Language. OWL: Web Ontology Language.

  2. 2.

    Please note that the distinction between formal and informal models may be subjective as some may argue that FBM is not as formal as some other methods. In this paper, I consider FBM a formal modeling method.

References

  1. Marr, B.: Data Strategy. Kogan Page Limited, London (2017)

    Google Scholar 

  2. Frisendal, T.: Graph Data Modeling for NoSQL and SQL, 1st edn. Technics Publications, Basking Ridge (2016)

    Google Scholar 

  3. Fact Based Modeling. http://www.factbasedmodeling.org/. Accessed 01 Aug 2018

  4. SEBoK. Guide to Systems Engineering Body of Knowledge. http://www.sebokwiki.org. Accessed 01 Aug 2018

  5. Novak, J.D., Cañas, A.J.: The Theory Underlying Concept Maps and How to Construct Them. Florida Institute for Human and Machine Cognition (IHMC) (2006)

    Google Scholar 

  6. Lemmens, I., Pleijsant, J.M., Arntz, R.: Using fact-based modelling to develop a common language. In: Ciuciu, I., et al. (eds.) OTM 2015. LNCS, vol. 9416, pp. 197–205. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-26138-6_23

    Chapter  Google Scholar 

  7. Is-a. https://en.wikipedia.org/wiki/Is-a. Accessed 01 Aug 2018

  8. W3C OWL Web Ontology Language Reference. https://www.w3.org/TR/owl-ref/. Accessed 01 Aug 2018

  9. van Renssen, A.: Semantic Information Modelling Methodology. Gellish.net, Zoetermeer, The Netherlands (2015)

    Google Scholar 

  10. DAMA-DMBOK: Data Management Body of Knowledge, 2nd edn. Technics Publications, Basking Ridge (2017)

    Google Scholar 

  11. Ross, R.G.: How To Define Business Terms In Plain English: A Primer. Business Rule Solutions, LLC (www.BRSolutions.com) (2017)

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jan Mark Pleijsant .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Pleijsant, J.M. (2019). Scale Your Information Modeling Effort Using the Power of the Crowd. In: Debruyne, C., Panetto, H., Guédria, W., Bollen, P., Ciuciu, I., Meersman, R. (eds) On the Move to Meaningful Internet Systems: OTM 2018 Workshops. OTM 2018. Lecture Notes in Computer Science(), vol 11231. Springer, Cham. https://doi.org/10.1007/978-3-030-11683-5_17

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-11683-5_17

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-11682-8

  • Online ISBN: 978-3-030-11683-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics