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Volumn 20, Issue 3, 2010, Pages 191-226

User-adaptive explanatory program visualization: Evaluation and insights from eye movements

Author keywords

Evaluation; Explanatory visualization; Eye movements; Eye tracking; Program visualization; User study; User adaptation; Working memory

Indexed keywords

EVALUATION; EXPLANATORY VISUALIZATION; EYE-TRACKING; PROGRAM VISUALIZATION; USER STUDY; USER-ADAPTATION; WORKING MEMORIES;

EID: 78149284102     PISSN: 09241868     EISSN: 15731391     Source Type: Journal    
DOI: 10.1007/s11257-010-9077-1     Document Type: Article
Times cited : (22)

References (54)
  • 6
    • 53249104021 scopus 로고
    • Explanatory visualization in an educational programming environment: Connecting examples with general knowledge
    • Brusilovsky, P.: Explanatory visualization in an educational programming environment: connecting examples with general knowledge. In: Proceedings of the 4th InternationalConference on Human-Computer Interaction, pp. 202-212 (1994)
    • (1994) Proceedings of the 4th InternationalConference on Human-Computer Interaction , pp. 202-212
    • Brusilovsky, P.1
  • 10
    • 0000417946 scopus 로고    scopus 로고
    • Evaluating animations as student aids in learning computer algorithms
    • Byrne, M.D., Catarambone, R., Stasko, J.T.: Evaluating animations as student aids in learning computer algorithms. Comput. Educ. 33(5), 253-278 (1999)
    • (1999) Comput. Educ. , vol.33 , Issue.5 , pp. 253-278
    • Byrne, M.D.1    Catarambone, R.2    Stasko, J.T.3
  • 11
    • 0001227656 scopus 로고
    • Operational efficiency and the growth of short-term memory span
    • Case, R., Kurland, M.D., Goldberg, J.: Operational efficiency and the growth of short-term memory span. J. Exp. Child Psychol. 33, 386-404 (1982)
    • (1982) J. Exp. Child Psychol. , vol.33 , pp. 386-404
    • Case, R.1    Kurland, M.D.2    Goldberg, J.3
  • 12
    • 34447567501 scopus 로고    scopus 로고
    • Eye-tracking for user modeling in exploratory learning environments: An empirical evaluation
    • Conati, C., Merten, C.: Eye-tracking for user modeling in exploratory learning environments: an empirical evaluation. Knowl.-Based Syst. 20(6), 557-574 (2007)
    • (2007) Knowl.-Based Syst. , vol.20 , Issue.6 , pp. 557-574
    • Conati, C.1    Merten, C.2
  • 13
    • 0035740008 scopus 로고    scopus 로고
    • Modeling individual differences in working memory performance: A source activation account
    • Daily, L.Z., Lovett, M.C., Reder, L.M.: Modeling individual differences in working memory performance: A source activation account. Cogn. Sci. Multidiscipl. J. 25(3), 315-353 (2001)
    • (2001) Cogn. Sci. Multidiscipl. J. , vol.25 , Issue.3 , pp. 315-353
    • Daily, L.Z.1    Lovett, M.C.2    Reder, L.M.3
  • 15
    • 0142230235 scopus 로고
    • Individual differences in working memory and reading
    • Daneman, M., Carpenter, P.A.: Individual differences in working memory and reading. J. Verbal Learn. Verbal Behav. 19(4), 450-466 (1980)
    • (1980) J. Verbal Learn. Verbal Behav. , vol.19 , Issue.4 , pp. 450-466
    • Daneman, M.1    Carpenter, P.A.2
  • 18
    • 50949125372 scopus 로고    scopus 로고
    • Eyemovements during scene viewing: Evidence formixed control of fixation durations
    • Henderson, J.M., Pierce, G.L.: Eyemovements during scene viewing: Evidence formixed control of fixation durations. Psychon. Bull. Rev. 15(3), 566-573 (2008)
    • (2008) Psychon. Bull. Rev. , vol.15 , Issue.3 , pp. 566-573
    • Henderson, J.M.1    Pierce, G.L.2
  • 19
    • 0036623872 scopus 로고    scopus 로고
    • A meta-study of algorithm visualization effectiveness
    • Hundhausen, C.D., Douglas, S.A., Stasko, J.T.: A meta-study of algorithm visualization effectiveness. J. Vis. Lang. Comput. 13(3), 259-290 (2002)
    • (2002) J. Vis. Lang. Comput. , vol.13 , Issue.3 , pp. 259-290
    • Hundhausen, C.D.1    Douglas, S.A.2    Stasko, J.T.3
  • 20
    • 84884825922 scopus 로고    scopus 로고
    • Saccadic search: on duration of a fixation
    • van Gompel, R.P.G., Fischer, M.H., Murray, W.S., Hill, R.L. (eds.), Elsevier, Amsterdam, The Netherlands
    • Hooge, I.Th.C., Vlaskamp, B.N.S., Over, E.A.B. : Saccadic search: on duration of a fixation. In: van Gompel, R.P.G., Fischer, M.H., Murray, W.S., Hill, R.L. (eds.) Eye Movements: A Window on Mind and Brain, pp. 581-596. Elsevier, Amsterdam, The Netherlands (2003)
    • (2003) Eye Movements: A Window on Mind and Brain , pp. 581-596
    • Hooge, I.Th.C.1    Vlaskamp, B.N.S.2    Over, E.A.B.3
  • 22
    • 0000886290 scopus 로고
    • Eye fixations and cognitive processes
    • Just, M.A., Carpenter, P.A.: Eye fixations and cognitive processes. Cogn. Psychol. 8, 441-480 (1976)
    • (1976) Cogn. Psychol. , vol.8 , pp. 441-480
    • Just, M.A.1    Carpenter, P.A.2
  • 23
    • 0030880605 scopus 로고    scopus 로고
    • Small sample inference for fixed effects from restricted maximum likelihood
    • Kenward, M.G., Roger, J.H.: Small sample inference for fixed effects from restricted maximum likelihood. Biometrics 53, 983-997 (1997)
    • (1997) Biometrics , vol.53 , pp. 983-997
    • Kenward, M.G.1    Roger, J.H.2
  • 27
    • 0001290002 scopus 로고    scopus 로고
    • Personalised hypermedia presentation techniques for improving online customer relationships
    • Kobsa, A., Koenemann, J., Pohl, W.: Personalised hypermedia presentation techniques for improving online customer relationships. Knowl. Eng. Rev. 16(2), 111-155 (2001)
    • (2001) Knowl. Eng. Rev. , vol.16 , Issue.2 , pp. 111-155
    • Kobsa, A.1    Koenemann, J.2    Pohl, W.3
  • 30
    • 34250725438 scopus 로고    scopus 로고
    • Annotations for defining interactive instructions to interpreter based program visualization tools
    • Rössling G. (ed.)
    • Lahtinen, E., Ahoniemi, T.: Annotations for defining interactive instructions to interpreter based program visualization tools. In: Rössling G. (ed.) Electronic Notes in Theoretical Computer Science, Vol.178, pp. 121-128 (2007)
    • (2007) Electronic Notes in Theoretical Computer Science , vol.178 , pp. 121-128
    • Lahtinen, E.1    Ahoniemi, T.2
  • 33
    • 0005826085 scopus 로고
    • Eye fixations on text and scenes
    • Rayner, K. (ed.), Academic Press, New York, NY
    • Loftus, G.R.: Eye fixations on text and scenes. In: Rayner, K. (ed.) Eye Movements in Reading: Perceptual and Language Processes, pp. 359-376. Academic Press, New York, NY (1983)
    • (1983) Eye Movements in Reading: Perceptual and Language Processes , pp. 359-376
    • Loftus, G.R.1
  • 34
    • 0042389589 scopus 로고    scopus 로고
    • Defining the temporal threshold for ocular fixation in free-viewing visuocognitive tasks
    • Manor, B.R., Gordon, E.: Defining the temporal threshold for ocular fixation in free-viewing visuocognitive tasks. J. Neurosci. Methods 128(1-2), 85-93 (2003)
    • (2003) J. Neurosci. Methods , vol.128 , Issue.1-2 , pp. 85-93
    • Manor, B.R.1    Gordon, E.2
  • 41
    • 0000239929 scopus 로고
    • Optimal viewing position in words and the strategy-tactics theory of eye movements in reading
    • Rayner K. (ed.), Springer-Verlag, New York, NY
    • O'Regan, J.K.: Optimal viewing position in words and the strategy-tactics theory of eye movements in reading. In: Rayner, K. (ed.) Eye Movements and Visual Cognition: Scene Perception and Reading., pp. 333-354. Springer-Verlag, New York, NY (1992)
    • (1992) Eye Movements and Visual Cognition: Scene Perception and Reading , pp. 333-354
    • O'Regan, J.K.1
  • 42
    • 0037412682 scopus 로고    scopus 로고
    • Cognitive load theory and instructional design: Recent developments
    • Paas, F., Renkl, A., Sweller, J.: Cognitive load theory and instructional design: Recent developments. Educ. Psychol. 38, 1-4 (2003)
    • (2003) Educ. Psychol. , vol.38 , pp. 1-4
    • Paas, F.1    Renkl, A.2    Sweller, J.3
  • 43
    • 43949174505 scopus 로고
    • A principled taxonomy of software visualization
    • Price, B.: A principled taxonomy of software visualization. J. Vis. Lang. Comput. 4(3), 211-266 (1993)
    • (1993) J. Vis. Lang. Comput. , vol.4 , Issue.3 , pp. 211-266
    • Price, B.1
  • 44
    • 84906454324 scopus 로고    scopus 로고
    • R Development Core Team: R: A Language and Environment for Statistical (2009)
    • R Development Core Team: R: A Language and Environment for Statistical (2009)
  • 45
    • 0032215040 scopus 로고    scopus 로고
    • Eye movement in reading and information processing: 20 years of research
    • Rayner, K.: Eye movement in reading and information processing: 20 years of research. Psychol. Bull. 124(3), 372-422 (1998)
    • (1998) Psychol. Bull. , vol.124 , Issue.3 , pp. 372-422
    • Rayner, K.1
  • 46
    • 84906423184 scopus 로고    scopus 로고
    • SAS Institute Inc.: SAS 9.2 help and documentation (2008)
    • SAS Institute Inc.: SAS 9.2 help and documentation (2008)
  • 47
    • 0019026404 scopus 로고
    • Determinants of eye-fixation duration
    • Salthouse, T.A., Ellis, C.L.: Determinants of eye-fixation duration. Am. J. Psychol. 93(2), 207-234 (1980)
    • (1980) Am. J. Psychol. , vol.93 , Issue.2 , pp. 207-234
    • Salthouse, T.A.1    Ellis, C.L.2
  • 49
    • 0000819688 scopus 로고
    • Cognitive load during problem-solving: Effects on learning
    • Sweller, J.: Cognitive load during problem-solving: Effects on learning. Cogn. Sci. 12, 257-285 (1988)
    • (1988) Cogn. Sci. , vol.12 , pp. 257-285
    • Sweller, J.1
  • 50
    • 33847039693 scopus 로고
    • Is working memory capacity task dependent?
    • Turner, M.L., Engle, R.W.: Is working memory capacity task dependent?. J. Mem. Lang. 28, 127-154 (1989)
    • (1989) J. Mem. Lang. , vol.28 , pp. 127-154
    • Turner, M.L.1    Engle, R.W.2
  • 51
    • 0036338102 scopus 로고    scopus 로고
    • Towards an express diagnostics for level of processing and hazard perception
    • Velichkovsky, B.M., Rothert, A., Kopf, M., Dornhoefer, S.M., Joos, M.: Towards an express diagnostics for level of processing and hazard perception. Transp. Res. F 5(2), 145-156 (2002)
    • (2002) Transp. Res. F , vol.5 , Issue.2 , pp. 145-156
    • Velichkovsky, B.M.1    Rothert, A.2    Kopf, M.3    Dornhoefer, S.M.4    Joos, M.5
  • 53
    • 0038396190 scopus 로고    scopus 로고
    • ELM-ART: An adaptive versatile system forWeb-based instruction
    • Weber, G., Brusilovsky, P.: ELM-ART: an adaptive versatile system forWeb-based instruction. Int. J. Artif. Intell. Educ. 12(4), 351-384 (2001)
    • (2001) Int. J. Artif. Intell. Educ. , vol.12 , Issue.4 , pp. 351-384
    • Weber, G.1    Brusilovsky, P.2
  • 54
    • 78149284307 scopus 로고    scopus 로고
    • Result of applying study support system that flow chart diagram displays by synchronizing with source program code to education
    • E-LEARN
    • Yamamoto, Y., Hirose, H.: Result of applying study support system that flow chart diagram displays by synchronizing with source program code to education. In: Proceedings of the 10thWorld Conference on E-Learning (E-LEARN), pp. 1186-1192 (2005)
    • (2005) Proceedings of the 10thWorld Conference on E-Learning , pp. 1186-1192
    • Yamamoto, Y.1    Hirose, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.