메뉴 건너뛰기




Volumn 8538, Issue , 2014, Pages 37-48

Toward fully automated person-independent detection of mind wandering

Author keywords

Affect detection; Gaze tracking; Mind wandering; User modelling

Indexed keywords

SUPERVISED LEARNING;

EID: 84927545979     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-08786-3_4     Document Type: Conference Paper
Times cited : (58)

References (26)
  • 1
    • 0003443729 scopus 로고
    • Release 2 [CD-ROM]. Linguistic Data Consortium, University of Pennsylvania, Philadelphia
    • Baayen, R.H., et al.: The CELEX Lexical Database, Release 2 [CD-ROM]. Linguistic Data Consortium, University of Pennsylvania, Philadelphia (1995)
    • (1995) The CELEX Lexical Database
    • Baayen, R.H.1
  • 2
    • 84862699286 scopus 로고    scopus 로고
    • What Do You Want to Do Next: A Novel Approach for Intent Prediction in Gaze-Based Interaction
    • ACM, New York
    • Bednarik, R., et al.: What Do You Want to Do Next: A Novel Approach for Intent Prediction in Gaze-Based Interaction. In: Proceedings of the Symposium on Eye Tracking Research and Applications, pp. 83–90. ACM, New York (2012)
    • (2012) Proceedings of the Symposium on Eye Tracking Research and Applications , pp. 83-90
    • Bednarik, R.1
  • 4
    • 79953822842 scopus 로고    scopus 로고
    • Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications
    • Calvo, R.A., D’Mello, S.: Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications. IEEE Transactions on Affective Computing 1(1), 18–37 (2010)
    • (2010) IEEE Transactions on Affective Computing , vol.1 , Issue.1 , pp. 18-37
    • Calvo, R.A.1    D’Mello, S.2
  • 5
    • 84973587732 scopus 로고
    • A Coefficient of Agreement for Nominal Scales
    • Cohen, J.: A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement 20(1), 37–46 (1960)
    • (1960) Educational and Psychological Measurement , vol.20 , Issue.1 , pp. 37-46
    • Cohen, J.1
  • 6
    • 85084013104 scopus 로고    scopus 로고
    • Automatic Gaze-Based Detection of Mind Wandering During Reading
    • D’Mello, S., et al.: Automatic Gaze-Based Detection of Mind Wandering During Reading. Educational Data Mining (2013)
    • (2013) Educational Data Mining
    • D’Mello, S.1
  • 7
    • 84867539048 scopus 로고    scopus 로고
    • A Few Useful Things to Know About Machine Learning
    • Domingos, P.: A Few Useful Things to Know About Machine Learning. Communications of the ACM 55(10), 78–87 (2012)
    • (2012) Communications of the ACM , vol.55 , Issue.10 , pp. 78-87
    • Domingos, P.1
  • 8
    • 77955916866 scopus 로고    scopus 로고
    • In the Zone: Towards Detecting Student Zoning Out Using Supervised Machine Learning
    • In: Aleven, V., Kay, J., Mostow, J. (eds.), Springer, Heidelberg
    • Drummond, J., Litman, D.: In the Zone: Towards Detecting Student Zoning Out Using Supervised Machine Learning. In: Aleven, V., Kay, J., Mostow, J. (eds.) ITS 2010, Part II. LNCS, vol. 6095, pp. 306–308. Springer, Heidelberg (2010)
    • (2010) ITS 2010, Part II. LNCS , vol.6095 , pp. 306-308
    • Drummond, J.1    Litman, D.2
  • 9
    • 84878487538 scopus 로고    scopus 로고
    • Mind Wandering While Reading Easy and Difficult Texts
    • Feng, S., et al.: Mind Wandering While Reading Easy and Difficult Texts. Psychonomic Bulletin & Review, 1–7 (2013)
    • (2013) Psychonomic Bulletin &Amp; Review , pp. 1-7
    • Feng, S.1
  • 10
    • 76749092270 scopus 로고    scopus 로고
    • The WEKA Data Mining Software: An Update
    • Hall, M., et al.: The WEKA Data Mining Software: an Update. ACM SIGKDD Explorations Newsletter 11(1), 10–18 (2009)
    • (2009) ACM SIGKDD Explorations Newsletter , vol.11 , Issue.1 , pp. 10-18
    • Hall, M.1
  • 12
    • 78149380796 scopus 로고    scopus 로고
    • A Wandering Mind is an Unhappy Mind
    • Killingsworth, M.A., Gilbert, D.T.: A Wandering Mind is an Unhappy Mind. Science 330(6006), 932–932 (2010)
    • (2010) Science , vol.330 , Issue.600 , pp. 932
    • Killingsworth, M.A.1    Gilbert, D.T.2
  • 14
    • 84862505500 scopus 로고    scopus 로고
    • An Analysis of Attention to Student – Adaptive Hints in an Educational Game
    • In: Cerri, S.A., Clancey, W.J., Papadourakis, G., Panourgia, K., et al. (eds.), Springer, Heidelberg
    • Muir, M., Conati, C.: An Analysis of Attention to Student – Adaptive Hints in an Educational Game. In: Cerri, S.A., Clancey, W.J., Papadourakis, G., Panourgia, K., et al. (eds.) ITS 2012. LNCS, vol. 7315, pp. 112–122. Springer, Heidelberg (2012)
    • (2012) ITS 2012. LNCS , vol.7315 , pp. 112-122
    • Muir, M.1    Conati, C.2
  • 15
    • 84863628105 scopus 로고    scopus 로고
    • Attention and Selection in Online Choice Tasks
    • In: Masthoff, J., Mobasher, B., Desmarais, M.C., Nkambou, R., et al. (eds.), Springer, Heidelberg
    • Navalpakkam, V., Kumar, R., Li, L., Sivakumar, D.: Attention and Selection in Online Choice Tasks. In: Masthoff, J., Mobasher, B., Desmarais, M.C., Nkambou, R., et al. (eds.) UMAP 2012. LNCS, vol. 7379, pp. 200–211. Springer, Heidelberg (2012)
    • (2012) UMAP 2012. LNCS , vol.7379 , pp. 200-211
    • Navalpakkam, V.1    Kumar, R.2    Li, L.3    Sivakumar, D.4
  • 16
    • 0032215040 scopus 로고    scopus 로고
    • Eye Movements in Reading and Information Processing: 20 Years of Research
    • Rayner, K.: Eye Movements in Reading and Information Processing: 20 Years of Research. Psychological Bulletin 124(3), 372 (1998)
    • (1998) Psychological Bulletin , vol.124 , Issue.3 , pp. 372
    • Rayner, K.1
  • 17
    • 78649814358 scopus 로고    scopus 로고
    • Eye Movements During Mindless Reading
    • Reichle, E.D., et al.: Eye Movements During Mindless Reading. Psychological Science 21(9), 1300–1310 (2010)
    • (2010) Psychological Science , vol.21 , Issue.9 , pp. 1300-1310
    • Reichle, E.D.1
  • 18
    • 79959906935 scopus 로고    scopus 로고
    • Meta-Awareness, Perceptual Decoupling and the Wandering Mind
    • Schooler, J.W., et al.: Meta-Awareness, Perceptual Decoupling and the Wandering Mind. Trends in Cognitive Sciences 15(7), 319–326 (2011)
    • (2011) Trends in Cognitive Sciences , vol.15 , Issue.7 , pp. 319-326
    • Schooler, J.W.1
  • 19
    • 38649132237 scopus 로고    scopus 로고
    • Zoning Out While Reading: Evidence for Dissociations Between Experience and Metaconsciousness
    • Schooler, J.W., et al.: Zoning Out While Reading: Evidence for Dissociations Between Experience and Metaconsciousness. In: Thinking and Seeing: Visual Metacognition in Adults and Children, pp. 203–226 (2004)
    • (2004) Thinking and Seeing: Visual Metacognition in Adults and Children , pp. 203-226
    • Schooler, J.W.1
  • 20
    • 0025909032 scopus 로고
    • Irrelevant Thoughts, Emotional Mood States, and Cognitive Task Performance
    • Seibert, P.S., Ellis, H.C.: Irrelevant Thoughts, Emotional Mood States, and Cognitive Task Performance. Memory & Cognition 19(5), 507–513 (1991)
    • (1991) Memory &Amp; Cognition , vol.19 , Issue.5 , pp. 507-513
    • Seibert, P.S.1    Ellis, H.C.2
  • 21
    • 77953095379 scopus 로고    scopus 로고
    • Real-Time Eye Gaze Tracking with an Unmodified Commodity Webcam Employing a Neural Network
    • ACM, Atlanta
    • Sewell, W., Komogortsev, O.: Real-Time Eye Gaze Tracking with an Unmodified Commodity Webcam Employing a Neural Network. In: CHI 2010 Extended Abstracts on Human Factors in Computing Systems, pp. 3729–3744. ACM, Atlanta (2010)
    • (2010) CHI 2010 Extended Abstracts on Human Factors in Computing Systems , pp. 3729-3744
    • Sewell, W.1    Komogortsev, O.2
  • 22
    • 7444254496 scopus 로고    scopus 로고
    • Subjective Experience and the Attentional Lapse: Task Engagement and Disengagement During Sustained Attention
    • Smallwood, J., et al.: Subjective Experience and the Attentional Lapse: Task Engagement and Disengagement During Sustained Attention. Consciousness and Cognition 13(4), 657–690 (2004)
    • (2004) Consciousness and Cognition , vol.13 , Issue.4 , pp. 657-690
    • Smallwood, J.1
  • 23
    • 54949148703 scopus 로고    scopus 로고
    • When Attention Matters: The Curious Incident of the Wandering Mind
    • Smallwood, J., et al.: When Attention Matters: The Curious Incident of the Wandering Mind. Memory & Cognition 36(6), 1144–1150 (2008)
    • (2008) Memory &Amp; Cognition , vol.36 , Issue.6 , pp. 1144-1150
    • Smallwood, J.1
  • 24
    • 79951796934 scopus 로고    scopus 로고
    • Out of Mind, Out of Sight Eye Blinking as Indicator and Embodiment of Mind Wandering
    • Smilek, D., et al.: Out of Mind, Out of Sight Eye Blinking as Indicator and Embodiment of Mind Wandering. Psychological Science 21(6), 786–789 (2010)
    • (2010) Psychological Science , vol.21 , Issue.6 , pp. 786-789
    • Smilek, D.1
  • 25
    • 58149386524 scopus 로고    scopus 로고
    • OGAMA (Open Gaze and Mouse Analyzer): Open-Source Software Designed to Analyze Eye and Mouse Movements in Slideshow Study Designs
    • Voßkühler, A., et al.: OGAMA (Open Gaze and Mouse Analyzer): Open-Source Software Designed to Analyze Eye and Mouse Movements in Slideshow Study Designs. Behavior Research Methods 40(4), 1150–1162 (2008)
    • (2008) Behavior Research Methods , vol.40 , Issue.4 , pp. 1150-1162
    • Voßkühler, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.