Learning how to teach from 'Videolectures': Automatic prediction of lecture ratings based on teacher's nonverbal behavior

3rd IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2012 - Proceedings

Volumn , Issue , 2012, Pages 415-419

  Salvagnini, Pietro ^a   Salamin, Hugues ^b   Cristani, Marco ^a,d   Vinciarelli, Alessandro ^b,c   Murino, Vittorio ^a,d  

^a ISTITUTO ITALIANO DI TECNOLOGIA   (Italy)

^b UNIVERSITY OF GLASGOW   (United Kingdom)

^c IDIAP RESEARCH INSTITUTE   (Switzerland)

^d UNIVERSITY OF VERONA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC PREDICTION; NON-VERBAL COMMUNICATIONS; NONVERBAL BEHAVIOR;

COMMUNICATION; RATING;

TEACHING;

EID: 84874438765     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CogInfoCom.2012.6422017     Document Type: Conference Paper

References (12)

1. C. Chang and C. Lin. LIBSVM: a library for Support Vector Machines. ACM Transactions on Intelligent Systems and Technology, 2(3):1-27, 2011.
2. M. Hall and L. Smith. Practical feature subset selection for machine learning. Computer Science, 98:181-191, 1998.
3. A. Kaplan and M. Haenlein. Users of the world, unite! the challenges and opportunities of social media. Business Horizons, 53(1):59-68, 2010.
4. L. Kuncheva. A theoretical study on six classifier fusion strategies. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(2):281-286, 2002.
5. C. Liu. Beyond Pixels: Exploring New Representations and Applications for Motion Analysis. PhD thesis, Massachusetts Institute of Technology, 2009.
6. M. Moran, J. Seaman, and H. Tinti-Kane. Teaching, learning, and sharing: How today's higher education faculty use social media. Technical report, Pearson Education, 2011.
7. B. Reeves and C. Nass. The media equation. Cambridge University Press New York, NY, USA, New York (USA), 1996.
8. T. Schurmann and P. Grassberger. Entropy estimation of symbol sequences. Chaos, 6(3):414, 1996.
9. K. Sjölander. The snack sound toolkit. KTH Stockholm, Sweden, 2004.
10. A. Vinciarelli, M. Pantic, and H. Bourlard. Social Signal Processing: Survey of an emerging domain. Image and Vision Computing Journal, 27(12):1743-1759, 2009.
11. T. Wharton. The Pragmatics of Non-Verbal Communication. Cambridge University Press, 2009.
12. Y. Yang and D. Ramanan. Articulated pose estimation with flexible mixtures-of-parts. In IEEE Conference on Computer Vision and Pattern Recognition, pages 1385-1392, 2011.