Detection and assistance to students who show frustration in learning of algorithms

Proceedings - Frontiers in Education Conference, FIE

Volumn , Issue , 2013, Pages 1183-1189

  Iepsen, Edécio Fernando ^a   Bercht, Magda ^a   Reategui, Eliseo ^a  

^a FEDERAL UNIVERSITY OF RIO GRANDE DO SUL   (Brazil)

Author keywords

Affective computing; Informatics education; Teaching and learning of algorithms

Indexed keywords

AFFECTIVE COMPUTING; DATA-MINING SOFTWARE; INFORMATICS EDUCATION; LEARNING ACTIVITY; PROACTIVE SUPPORTS; RESEARCH VALIDATION; STUDENT LEARNING; TEACHING AND LEARNING;

LEARNING ALGORITHMS; RESEARCH; TEACHING;

STUDENTS;

EID: 84893278869     PISSN: 15394565     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FIE.2013.6685017     Document Type: Conference Paper

References (50)

1. R. Sedgewick R and K. Wayne, "Algorithms". Pearson Education. Boston, MA. USA. 2011.
2. M. Medina and C. Fertig, "Algoritmos e Programação: Teoria e Prática" Editora Novatec, São Paulo. 2006.
3. A. M. Engelbrecht, P. J. Dilermando, G. S. Nakamiti, and F. Bianchi, "Algoritmos e Programação de Computadores", Editora Campus, Rio de Janeiro. 2012.
4. A. Damásio. "Descartes' Error". Vintage Books-UK. 1995.
5. J. Piaget, "Intelligence and Affectivity" Annual Reviews Inc.; Palo Alto, California. 1991.
6. T.C. Castro, A.N. Castro Jr, C.S. Menezes, M.C.S. Boeres, and M.C.P. V. Rauber "Utilizando Programação Funcional em Disciplinas Introdutórias de Computação", Anais do WEI, Brasil, 2003.
7. S. Sirotheau, S.R. Brito, A. S. Silva, M. K. Eliasquevici, E. L. Favero, O. L. Tavares "Aprendizagem de iniciantes em Algoritmos e programação: foco nas competências de autoavaliaç ão" Anais do XXII SBIE-XVII WIE. Aracaju, 2011.
8. R. W. Picard, "Affective Computing" Cambridge: MIT Press. USA, 1997
9. A. Kapoor, W. Burleson, R.W. Picard "Automatic prediction of frustration" Human-Computer Studies. Elsevier. Redmond-USA, 2007, p. 724-736.
10. M. Bercht "Em Direção a Agentes Pedagógicos com Dimensões Afetivas" Instituto de Informática. UFRGS. Tese de Doutorado. Porto Alegre, 2001.
11. M. Feidakis, T. Daradoumis, S. Caballé and J. Conesa "Design of an emotion aware e-learning system". IJKL 8(3/4): 219-238. University of Aegean. Mytilene, Greece, 2012
12. M. E. Hoque, D. J. McDuff, and R. W. Picard "Exploring Temporal Patterns in Classifying Frustrated and Delighted Smiles" IEEE Transactions on Affective Computing, V. 3. MIT Media Lab, Cambridge, USA. 2012.
13. R. J. S. Barcelos "O Processo de Construção do Conhecimento de Algoritmos com o Uso de Dispositivos Móveis Considerando Estilos Preferenciais de Aprendizagem" Tese de Doutorado. UFRGS, 2012.
14. P. H. Tan, C. Y. Ting, S.W. Ling "Learning Difficulties in Programming Courses: Undergraduates' Perspective and Perception" Proceedings of the International Conference on Computer Technology and Development. Multimedia Univ., Cyberjaya, Malaysia, 2009.
15. D. E. Knuth "The art of computer programming" v.1 Reading, MA: Addisson-Wesley, 1968.
16. J. Farrell, "Programming Logic and Design, Comprehensive", Fifth Edition, Cengage Learning, USA, 2008.
17. M.A.F. Souza, M.M. Gomes, M.V. Soares, and R. Concílio, "Algoritmos e Lógica de Programação". São Paulo, Cengage Learning, 2011.
18. J. Klein, Y. Moon, Y., R.W. Picard, "This computer responds to user frustration: Theory, design, and results" Somerville, USA: Elsevier, 2002.
19. R. W. Picard, S. Papert, W. Bender, B. Blumberg, C. Breazeal, D. Cavallo, T. Machover, M. Resnick, D. Roy, C. Strohecker, "Affective learning - a manifesto". BT Technology Journal, 2004.
20. T. Jenkins, "On the difficulty of learning to program" Proceedings of the 3rd Annual Conference of the LTSN Centre for Information and Computer Sciences, 53-58, 2002.
21. P. Vianin "Estratégias de ajuda a alunos com dificuldades de aprendizagem". Porto Alegre, Ed. Penso, 2013.
22. H. Hostins, A. L. A. Raabe "Auxiliando a Aprendizagem de Algoritmos com a Ferramenta Webportugol". XV WEI-Workshop sobre Educação em Computação. Rio de Janeiro. 2007.
23. M. Piteira, C. Costa "Computer programming and novice programmers" Proceedings of the Workshop on Information Systems and Design of Communication. ACM New York, USA, 2012.
24. M. M. T. Rodrigo and R. S. J. Baker "Coarse-Grained Detection of Student Frustration in an Introductory Programming Course" ICER'09, Berkeley, California, USA, 2009.
25. D. J. Barnes, M. Kölling "Objects First With Java: A Practical Introduction Using Blue J". Prentice Hall-Pearson Educ. USA, 2008.
26. J. TAO, T. TAN "Affective Computing: A Review". Springer-Verlag. Chinese Academy of Sciences, Beijing. China, 2005
27. S. Duo, L. X. Song "An E-learning System based on Affective Computing", International Conference on Applied Physics and Industrial Engineering, Yang Zhou University, China, 2012.
28. P. A. Jaques, M. A. S. N. Nunes "Ambientes Inteligentes de Aprendizagem que inferem, expressam e possuem emoções e personalidade" JAIE. Rio de Janeiro, 2012.
29. P. A. Behare cols. "Modelos Pedagógicos em Educação a Distância". Ed. Artmed, Porto Alegre, 2009.
30. R. W. Picard, S. B. Daily "Evaluating affective interactions: Alternatives to asking what users feel" MIT Media Laboratory: Cambridge, MA. USA, 2008
31. D. Benyon "Designing interactive systems" Addisson-Wesley, USA, 2010.
32. Mohammed E. Hoque, Daniel J. McDuff, and Rosalind W. Picard "Exploring Temporal Patterns in Classifying Frustrated and Delighted Smiles" IEEE Transactions On Affective Computing, USA, 2012.
33. B. Woolf, W. Burleson, I. Arroyo, T. Dragon, D. Cooper, R.W. Picard "Affect-aware tutors: recognising and responding to student affect" Department of Computer Science, University of Massachusetts. Amherst, USA, 2009.
34. R. Rajendran. "Automatic Identification of Affective States Using Student Log Data in ITS". Bombay, India. Springer-Verlag Berlin Heidelberg, 2011.
35. P. R. Lawson "Frustration: The development of a scientific concept" New York, USA: Macmillan, 1965
36. C. J. Reynolds "The Sensing and Measurement of Frustration with Computers" Massachusetts Institute of Technology, University of Washington, USA. 2001
37. A. Amsel "Frustration Theory: An Analysis of Dispositional Learning and Memory" University of Texas. Cambridge University Press, 1992.
38. S. Rosenzweig "Agressive behavior and the Rosenzweig Picture-Frustration (P-F) Study". Journal of Clinical Psychology, 1976.
39. C. F. Moura "Reação à frustração: construção e validação da medida e proposta de um perfil de reação" Instituto de Psicologia-Universidade de Brasília. Tese de Doutorado. 2008.
40. R. Schank and A. Neaman "Motivation and failure in educational systems design" Smart Machines in Education. AAAI Press and MIT Press, Cambridge, MA. 2001.
41. K. Hone "Empathic agents to reduce user frustration: The effects of varying agent characteristics" Elsevier: Kingston-UK, 2006.
42. R.W. Lucas, P.J. Mullen, C.B.X. Luna, and D.C. Mcinroy "Psychiatrists and a computer as interrogators of patients with alcohol-related illness: a comparison" British Journal of Psychiat, 1977.
43. R. Robinson, R. West "A comparison of computer and questionnaire methods of history-taking in a genito-urinary clinic" Psychology and Health, 1992.
44. A. Paiva, G. Castellano, I. Leite, I. A. Pereira, C. Martinho, and P.W. Mcowan "Affect recognition for interactive companions: challenges and design in real world scenarios." J Multimodal User Interfaces. London, UK. Springer, 2010.
45. M. T. Longhi "Mapeamento de aspectos afetivos em um ambiente virtual de aprendizagem" PPGIE/UFRGS. Tese de Doutorado. Porto Alegre, 2011.
46. I.H. Witten, E. Frank "Data mining: practical machine learning tools and techniques" Elsevier: San Francisco, CA. 2005.
47. U. Fayyad, G. Piatestky-Shapiro, and P. Smyth "From Data Mining to Knowledge Discovery in Databases" AI Magazine: AAAI, 1996.
48. A. Zabala "Cómo Trabajar los Contenidos Procedimentales en el Aula" Edit Graó, Spanish, 2009.
49. B. Liu "Sentiment Analysis and Opinion Mining" Morgan & Claypool, University of Toronto, Canada, 2012.
50. B. Pang and L. Lee "Opinion mining and sentiment analysis" Foundations and Trends in Information Retrieval. Hanover, USA, 2008.