Analyzing the vector model effectiveness in ordering questionnaires

  • Richard Souza Federal University of Santa Catarina
  • Carina Dorneles Federal University of Santa Catarina

Abstract


The elaboration of questionnaires for application in interviews, statistical surveys or scientific research is not a trivial task, because poorly worked questions can lead to direct answers with meaningless or naive interpretations. Therefore, it may be interesting to reuse, partially or totally, questionnaires already constructed with the same purpose. In this paper, we describe an experiment to analyze the execution of the vector model in the retrieval of questionnaires. In this sense, an experiment was carried out to verify the vector model effectiveness in searching and ordering questionnaires. The result of the analysis of the experiment revealed that the vector model was effective in ordering the first relevant questionnaire in most of the queries. However, there was a variation between actual and expected results from the ordering of the relevant questionnaires, considering the questionnaires that should appear in the second position.

Keywords: Questionário, modelo vetorial, ordenação

References

Acharya, S., Manohar, P., Wu, P. Y., Ansari, A. A., and Schilling, W. W. 2015. Integrated Active Learning Tools for Enhanced Pedagogy in a Software Engineering Course Paper presented at 2015 ASEE Annual Conference & Exposition, Seattle, Washington. 10.18260/p.24318

Battistella, P. E. and von Wangenheim, C. G. 2016. ENgAGED: Um Processo de Desenvolvimento de Jogos para Ensinar Computação. In Brazilian Symposium on Computers in Education (Simpósio Brasileiro de Informática na Educação-SBIE) (Vol. 27, No. 1, p. 380).

Barrett, T. W., Pizzico, M. C., Levy, B., and Nagel, R. L. 2015. A Review of University Maker Spaces A Review of University Maker Spaces Introduction. 122nd ASEE Annual Conference and Exposition, 1–16.

Blikstein, P. 2013. Digital Fabrication and “Making” in Education: The Democratization of Invention. FabLabs: Of Machines, Makers and Inventors, 1–21.

Bonwell, C. C. and Eison, J. A. 1991. Active learning: Creating excitement in the classroom. Association for the Study of Higher Education, Washington, DC.

Castro, R. M. and Souza, G. S. 2016. O Uso de Recursos Lúdicos para o Ensino de Processos em Engenharia de Software. 24º WEI - Workshop sobre Educação em Computação, XXXVI Congresso da Sociedade Brasileira de Computação, Porto Alegre.

Castro, R. M., Siqueira, S. W. M., Almeida, D. N. and Nascimento, F. C. 2017. AGILITY SCRUM - Um Jogo para Ensino da Metodologia SCRUM. Aceito para publicação no 25º WEI - Workshop sobre Educação em Computação, XXXVII Congresso da Sociedade Brasileira de Computação, São Paulo.

Drake, J. R. 2012. A critical analysis of active learning and an alternative pedagogical framework for introductory information systems courses. Journal of Information Technology Education: Innovations in Practice, 11, 39-52.

Fink, L. D. 2003. Creating significant learning experiences. San Francisco, CA: Jossey-Bass. Freeman,
Genco, N., Hölttä-Otto, K., and Seepersad, C. C. 2012. An experimental investigation of the innovation capabilities of undergraduate engineering students. Journal of Engineering Education, 101(1), 60.

Giraffa, L. M. M. and Móra, M. C. 2013. Evasão e Disciplina de Algoritmo e Programação: Um Estudo a partir dos Fatores Intervenientes na Perspectiva do Aluno. III Conferencia Latinoamericana Sobre El Abandono En La Educación Superior, 1–10.

Goode, S., Willis, R. A., Wolf, J. R., and Harris, A. L. 2007. Enhancing IS education with flexible teaching and learning. Journal of Information Systems Education, 18 (3).

Gudigantala, N. 2013. An active learning approach to teaching undergraduate introduction to MIS Course. Paper presented at the 19th Americas Conference on Information Systems, Chicago, Illinois.

Massey, A. P., Brown, S. A., and Johnston, J. D. 2005. It's All Fun and Games. Until Students Learn. Journal of Information Systems Education, 16 (1).

Mitchell, A., Petter, S., and Harris, A. 2017. Learning By Doing: Twenty Successful Active Learning Exercises for Information Systems Courses. Journal of Information Technology Eduaction: Innovations in Practice, 16(3), 21– 46.

Mitchell, A. and Zigurs, I. 2009. Trust in virtual teams: Solved or still a mystery? Data Base for Advances in Information Systems, 40 (3), 61-83.

Meyers, C. and Jones, T. 1993. Promoting active learning: Strategies for the college classroom. San Francisco, CA: Jossey- Bass Publishers.

Posch, I. and Fitzpatrick, G. 2012. First steps in the FabLab: experiences engaging children. In Proceedings of the 24th Australian Computer-Human Interaction Conference (pp. 497-500). ACM.

Prince, M. 2004. Does active learning work? A review of the research. Journal of Engineering Education, 93 (3), 223-231.

Ramiller, N. C. 2002. The Virtual Interactive Project: Teaching Analysis and Design Through Narrative and Drama. Communications of the Association for Information Systems, 9(1), 1.

Thomas, D. and Brown, J. S. 2011. A new culture of learning: Cultivating the imagination for a world of constant change: CreateSpace Independent Publishing.

Tseng, T. and Bryant, C. 2011. Collaboration Through Documentation: Automated Capturing of Tangible Constructions to Support Engineering Design, 118–126.

Wankat, P. 2002. The effective efficient professor: Teaching, scholarship and service. Boston, MA: Allyn and Bacon.

Wilczynski, V. 2015. Academic maker spaces and engineering design. In American Society for Engineering Education (Vol. 26, p. 1).

Wilczynski, V., and Foley, A. C. 2014. Designing a Capstone Design Course to Achieve Student Outcomes. In ASME International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers.
Published
2017-05-17
SOUZA, Richard; DORNELES, Carina. Analyzing the vector model effectiveness in ordering questionnaires. In: BRAZILIAN SYMPOSIUM ON INFORMATION SYSTEMS (SBSI), 13. , 2017, Lavras. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2017 . p. 563-570. DOI: https://doi.org/10.5753/sbsi.2017.6088.