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Generating Dashboards Using Fine-Grained Components: A Case Study for a PhD Programme

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Learning and Collaboration Technologies. Designing, Developing and Deploying Learning Experiences (HCII 2020)

Abstract

Developing dashboards is a complex domain, especially when several stakeholders are involved; while some users could demand certain indicators, other users could demand specific visualizations or design features. Creating individual dashboards for each potential need would consume several resources and time, being an unfeasible approach. Also, user requirements must be thoroughly analyzed to understand their goals regarding the data to be explored, and other characteristics that could affect their user experience. All these necessities ask for a paradigm to foster reusability not only at development level but also at knowledge level. Some methodologies, like the Software Product Line paradigm, leverage domain knowledge and apply it to create a series of assets that can be composed, parameterized, or combined to obtain fully functional systems. This work presents an application of the SPL paradigm to the domain of information dashboards, with the goal of reducing their development time and increasing their effectiveness and user experience. Different dashboard configurations have been suggested to test the proposed approach in the context of the Education in the Knowledge Society PhD programme of the University of Salamanca.

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References

  1. Zeleny, M.: Management support systems: Towards integrated knowledge management. Hum. Syst. Manag. 7, 59–70 (1987)

    Article  Google Scholar 

  2. Patil, D., Mason, H.: Data Driven. O’Reilly Media Inc., Sebastopol (2015)

    Google Scholar 

  3. Keim, D., Andrienko, G., Fekete, J.-D., Görg, C., Kohlhammer, J., Melançon, G.: Visual analytics: definition, process, and challenges. In: Kerren, A., Stasko, J.T., Fekete, J.-D., North, C. (eds.) Information Visualization. LNCS, vol. 4950, pp. 154–175. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-70956-5_7

    Chapter  Google Scholar 

  4. Keim, D., Kohlhammer, J., Ellis, G., Mansmann, F.: Mastering the Information Age Solving Problems with Visual Analytics. Eurographics Association, Goslar (2010)

    Google Scholar 

  5. Tufte, E., Graves-Morris, P.: The Visual Display of Quantitative Information. Graphics Press, Cheshire (1983, 2014)

    Google Scholar 

  6. Ware, C.: Information Visualization: Perception for Design. Elsevier, Amsterdam (2012)

    Google Scholar 

  7. Few, S.: Information Dashboard Design. O’Reilly Media Inc., Sebastopol (2006)

    Google Scholar 

  8. Munzner, T.: Visualization Analysis and Design. AK Peters/CRC Press, Boca Raton (2014)

    Book  Google Scholar 

  9. Sarikaya, A., Correll, M., Bartram, L., Tory, M., Fisher, D.: What do we talk about when we talk about dashboards? IEEE Trans. Vis. Comput. Graph. 25, 682–692 (2018)

    Article  Google Scholar 

  10. Vázquez-Ingelmo, A., García-Peñalvo, F.J., Therón, R.: Information dashboards and tailoring capabilities - a systematic literature review. IEEE Access 7, 109673–109688 (2019)

    Article  Google Scholar 

  11. Clements, P., Northrop, L.: Software Product Lines. Addison-Wesley, Boston (2002)

    Google Scholar 

  12. Gomaa, H.: Designing Software Product Lines with UML: From Use Cases to Pattern-Based Software Architectures. Addison Wesley Longman Publishing Co., Inc., Boston (2004)

    Google Scholar 

  13. Kleppe, A.G., Warmer, J., Bast, W.: MDA Explained. The Model Driven Architecture: Practice and Promise. Addison-Wesley Longman Publishing Co., Inc., Boston (2003)

    Google Scholar 

  14. Vázquez-Ingelmo, A., García-Holgado, A., García-Peñalvo, F.J., Therón, R.: Dashboard meta-model for knowledge management in technological ecosystem: a case study in healthcare. In: UCAmI 2019. MDPI (2019)

    Google Scholar 

  15. Vázquez-Ingelmo, A., García-Peñalvo, F.J., Therón, R.: Capturing high-level requirements of information dashboards’ components through meta-modeling. In: 7th International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM 2019), León, Spain (2019)

    Google Scholar 

  16. Vázquez-Ingelmo, A., García-Peñalvo, F.J., Therón, R., Conde González, M.Á.: Extending a dashboard meta-model to account for users’ characteristics and goals for enhancing personalization. In: Learning Analytics Summer Institute (LASI) Spain 2019, Vigo, Spain (2019)

    Google Scholar 

  17. García-Holgado, A., García-Peñalvo, F.J., Rodríguez Conde, M.J.: Definition of a technological ecosystem for scientific knowledge management in a PhD programme. In: Proceedings of the Third International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM 2015), Porto, Portugal, 7–9 October 2015, pp. 695–700. ACM, New York (2015)

    Google Scholar 

  18. García-Peñalvo, F.J.: Engineering contributions to a knowledge society multicultural perspective. IEEE Revista Iberoamericana de Tecnologías del Aprendizaje (IEEE RITA) 10, 17–18 (2015)

    Article  Google Scholar 

  19. García-Peñalvo, F.J., Rodríguez-Conde, M.J., Therón, R., García-Holgado, A., Martínez-Abad, F., Benito-Santos, A.: Grupo GRIAL. IE Comunicaciones. Revista Iberoamericana de Informática Educativa, 33–48 (2019)

    Google Scholar 

  20. Vázquez-Ingelmo, A., García-Holgado, A., García-Peñalvo, F.J., Therón, R.: Ecore version of the metamodel for information dashboards (2019). https://doi.org/10.5281/zenodo.3561320

  21. Kang, K.C., Cohen, S.G., Hess, J.A., Novak, W.E., Peterson, A.S.: Feature-oriented domain analysis (FODA) feasibility study. Carnegie-Mellon University, Software Engineering Institute (1990)

    Google Scholar 

  22. Vázquez-Ingelmo, A., García-Peñalvo, F.J., Therón, R.: Addressing fine-grained variability in user-centered software product lines: a case study on dashboards. In: Rocha, Á., Adeli, H., Reis, L.P., Costanzo, S. (eds.) WorldCIST’19 2019. AISC, vol. 930, pp. 855–864. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-16181-1_80

    Chapter  Google Scholar 

  23. Programa de Doctorado Formación en la Sociedad del Conocimiento. https://www.slideshare.net/knowedgesociety/kickoff-phd-programme-20192020

  24. Teasley, S.D.: Student facing dashboards: One size fits all? Technol. Knowl. Learn. 22, 377–384 (2017). https://doi.org/10.1007/s10758-017-9314-3

    Article  Google Scholar 

  25. Hu, K., Bakker, M.A., Li, S., Kraska, T., Hidalgo, C.: VizML: a machine learning approach to visualization recommendation. In: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, p. 128. ACM (2019)

    Google Scholar 

  26. Dibia, V., Demiralp, Ç.: Data2Vis: automatic generation of data visualizations using sequence to sequence recurrent neural networks. IEEE Comput. Graph. Appl. 39, 33–46 (2019)

    Article  Google Scholar 

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Acknowledgments

This research work has been supported by the Spanish Ministry of Education and Vocational Training under an FPU fellowship (FPU17/03276). This work has been partially funded by the Spanish Government Ministry of Economy and Competitiveness throughout the DEFINES project (Ref. TIN2016-80172-R).

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Correspondence to Andrea Vázquez-Ingelmo .

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Vázquez-Ingelmo, A., García-Peñalvo, F.J., Therón, R. (2020). Generating Dashboards Using Fine-Grained Components: A Case Study for a PhD Programme. In: Zaphiris, P., Ioannou, A. (eds) Learning and Collaboration Technologies. Designing, Developing and Deploying Learning Experiences. HCII 2020. Lecture Notes in Computer Science(), vol 12205. Springer, Cham. https://doi.org/10.1007/978-3-030-50513-4_23

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  • DOI: https://doi.org/10.1007/978-3-030-50513-4_23

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