"you tube and i find" - Personalizing multimedia content access

Proceedings of the IEEE

Volumn 96, Issue 4, 2008, Pages 697-711

  Venkatesh, Svetha ^a   Adams, Brett ^a   Phung, Dinh ^a   Dorai, Chitra ^b   Farrell, Robert G ^b   Agnihotri, Lalitha ^c   Dimitrova, Nevenka ^c  

^a CURTIN UNIVERSITY   (Australia)

^b IBM T J WATSON RESEARCH CENTER   (United States)

^c PHILIPS RESEARCH LABORATORIES   (Netherlands)

Author keywords

Information retrieval; Multimedia analysis; Personalization; User modeling

Indexed keywords

DIGITAL STORAGE; INFORMATION RETRIEVAL;

DISTRIBUTED LEARNING; MULTI-MEDIA ANALYSIS; MULTIMEDIA CONTENTS; MULTIMEDIA INFORMATION RETRIEVAL; PERSONALIZATIONS; PERSONALIZED CONTENT; TOOLS AND TECHNOLOGIES; USER MODELING;

INTEGRATION;

EID: 64549085986     PISSN: 00189219     EISSN: None     Source Type: Journal    
DOI: 10.1109/JPROC.2008.916378     Document Type: Article

References (53)

1. B. Adams, C. Dorai, and S. Venkatesh, "Towards automatic extraction of expressive elements from motion pictures: Tempo," IEEE Trans. Multimedia, vol. 4, no. 4, pp. 472-481, Dec. 2002.
2. B. Adams and S. Venkatesh, "An embedded suggestive interface for making home videos, " in Proc. Int. Conf. Multimedia and Expo, Toronto, Canada, 2006.
3. B. Adams, D. Q. Phung, and S. Venkatesh, "Extraction of social context and application to personal multimedia exploration, " in Proc. ACM Int. Conf. Multimedia, Santa Barbara, CA, Oct. 2006.
4. B. Adams, D. Q. Phung, and S. Venkatesh, "Sensing and using social context," ACM Trans. Multimedia Computing, Communications Applic., 2008.
5. Advanced Distributed Learning. (2004). SCORM 2004 Documentation. [Online]. Available: http://www.adlnet.org/scorm/history/2004/index.cfm
6. L. Agnihotri, "Multimedia summarization and personalization," Ph.D. dissertation, Columbia Univ., New York, Feb. 2005.
7. L. Agnihotri, J. Kender, N. Dimitrova, and J. Zimmerman, "Study of user requirements of a personalized summarization system," in Proc. IEEE Int. Conf. Multimedia Expo, 2004, pp. 757-760.
8. L. Agnihotri, J. Kender, N. Dimitrova, and J. Zimmerman, "User study for generating personalized summary profiles," in Proc. IEEE Int. Conf. Multimedia Expo, 2005, pp. 1094-1097.
9. L. Agnihotri, J. Kender, N. Dimitrova, and J. Zimmerman, "Framework for personalized multimedia summarization," in Proc. 7th ACM SIGMM Int. Workshop Multimedia Information Retrieval, 2005, pp. 81-88.
10. D. Arijon, Grammar of the Film Language. London, U.K.: Silman-James, 1976.
11. D. Ashbrook and T. Starner, "Using GPS to learn significant locations and predict movement across multiple users," Personal Ubiquitous Computing, vol. 7, no. 5, pp. 275-286, 2003.
12. M. Aurnhammer, L. Steels, and P. Hanappe. (2006). "Integrating collaborative tagging and emergent semantics for image retrieval," in Proc. WWW 2006 Collaborative Web Tagging Workshop. [Online]. Available: http://www.rawsugar.com/www2006/17.pdf
13. N. Babaguchi, Y. Kawai, and T. Kitahashi, "Generation of personalized abstract of sports video," in Proc. IEEE Int. Conf. Multimedia and Expo, 2001, pp. 619-622.
14. B. Barry, "Mindful documentary," Ph.D. dissertation, Massachusetts Inst. Technol., Cambridge, 2005.
15. J. Barton, S. Currier, and J. M. N. Hey, "Building quality assurance into metadata creation: An analysis based on the learning objects and e-prints communities of practice," in Proc. 2003 Dublin Core Conf: Supporting Communities of Discourse and Practice -Metadata Research and Applications, S. Sutton, J. Greenberg, and J. Tennis, Eds., Seattle, WA.
16. D. Black, The Behavior of Law. New York: Academic, 1976.
17. D. Bulterman, "Is it time for a moratorium on metadata?" IEEE Multimedia, vol. 11, no. 4, pp. 10-17, Dec. 2004.
18. B. Clarkson, "Life patterns: Structure from wearable sensors," Ph.D. dissertation, Massachusetts Inst. Technol., Cambridge, 2002.
19. T. Choudhury and S. Basu, "Modeling conversational dynamics as a mixed-memory Markov process," in Proc. Neural Information Processing Systems (MPS), 2004.
20. E. H. Chi and T. Mytkowicz, "Understanding navigability of social tagging systems, " in Proc. CHl'07, Feb. 2007.
21. A. Crystal and J. Greenberg, "Usability of a metadata creation application for resource authors," Library Inform. Sci. Res., vol. 27, no. 2, pp. 177-189, 2005.
22. C. Cotsaces, N. Nikolaidis, and I. Pitas, "Video shot detection and condensed representation. A review," IEEE Signal Processing Mag., vol. 23, no. 2, pp. 28-37, Mar. 2006.
23. M. Davis, "Active capture: Integrating human-computer interaction and computer vision/audition to automate media capture, " in Proc. Int. Conf. Multimedia and Expo, Jul. 6-9, 2003, vol. 2, pp. 185-188.
24. N. Dimitrova, L. Agnihotri, R. Jasinschi, J. Zimmerman, G. Marmaropoulos, T. McGee, and S. Dagtas, "Video scouting demonstration: Smart content selection and recording," in Proc ACM MultiMedia, 2000, pp. 499-500.
25. C. Dorai, "Mapping the semantic layers of motion in video for annotation, synthesis, and search," in Proc. 4th Asian Conf. Computer Vision, Taipei, Taiwan, Jan. 2000, vol. 1, pp. 382-387.
26. C. Dorai and S. Venkatesh, "Computational media aesthetics: Finding meaning beautiful," IEEE Multimedia, vol. 8, no. 4, pp. 10-12, Dec. 2001.
27. C. Dorai, R. Farrell, A. Katriel, G. Kofman, Y. Li, and Y. Park, "MAGICAL demonstration: System for automated metadata generation for instructional content," ACM Multimedia, pp. 491-492, 2006.
28. N. Eagle, "Machine perception and learning of complex social systems, "Ph.D. dissertation, Massachusetts Inst. Technol., 2005.
29. R. Farrell, et al. (2003, Jan.). "Implementing and extending learning object metadata for learning-directed assembly of computer-based training," in "Learning Technology Newsletter" IEEE Computer Society: Learning Technology Task Force (LTTF), ISSN 1438-0625. [Online]. Available: http://lttf.ieee.org/leam-tech/issues/january2003/#5
30. Y. Feng, Y. Zhuang, and Y. Pan, "Music information retrieval by detecting mood via computational media aesthetics," in Proc. IEEE/WIC Int. Conf. Web Intelligence, 2003, pp. 235-241.
31. J. Gemmell, A. Aris, and R. Lueder, "Telling stories with mylifebits," in Proc IEEE Int. Conf. Multimedia and Expo, Amsterdam, The Netherlands, Jul. 2005.
32. A. Hanjalic and L.-Q. Xu, "Affective video content representation and modeling," IEEE Trans. Multimedia, vol. 7, no. 1, pp. 143-154, Feb. 2005.
33. R. Hariharan and K. Toyama. (2004). "Project Lachesis: Parsing and modelling location histories," in Lecture Notes in Computer Science, vol. 3234, pp. 106-124, IEEE 1484.12.1-2002 Learning Object Metadata v1 Final Draft. [Online]. Available: http://ltsc.ieee.org/wg12/files/LOM-1484-12-1-v1- Final-Draft.pdf
34. T. Igarashi and J. F. Hughes, "A suggestive interface for 3D drawing," in Proc. ACM Symp. User Interface Software Technology, Orlando, FL, Nov. 2001.
35. J. Kang, W. Welbourne, B. Stewart, and G. Borriello, "Extracting places from traces of locations," in Proc. 2nd ACM Int. Worfeshop Wireless Mobile Applications Services on WLAN Hotspots, New York, 2004, pp. 110-118.
36. D. Keirsey and M. Bates, Please Understand Me: Character and Temperament Type. New York: Prometheus Nemesis, 1984.
37. Y. Li, C. Dorai, and R. Farrell, "Creating MAGIC: System for generating learning objects metadata for instructional content," ACM Multimedia, pp. 367-370, 2005.
38. Liddy et al., Proc. Automatic Metadata Generation & Evaluation. ACM SIGIR Conf., 2002. [Online]. Available: http://portal.acm.org/citation. cfm?doid=564376.564464
39. B. Merialdo, K. T. Lee, D. Luparello, and J. Roudaire, "Automatic construction of personalized TV news program," in Proc. ACM Int. Conf. Multimedia, 1999, pp. 323-331.
40. S. Moncrieff, C. Dorai, and S. Venkatesh, "Affect computing in films through sound energy dynamics," in Proc. 9th ACM Int. Conf. Multimedia, Ottawa, Canada, Oct. 2001, pp. 525-527.
41. P. Mulhem, M. S. Kankanhalli, Y. Ji, and H. Hassan, "Pivot vector space approach for audio-video mixing," IEEE Multimedia, vol. 10, no. 2, pp. 28-40, Apr.-Jun. 2003.
42. M. Naaman, R. Yeh, H. Garcia-Molina, and A. Paepcke, "Leveraging context to resolve identity in photo albums," in Proc. 5th ACM/IEEE-CS Joint Conf. Digital Libraries, New York, pp. 178-187.
43. F. Nack and W. Putz, "Designing annotation before it's needed, " in Proc. 9th ACM Int. Conf. Multimedia, Sep. 2001, pp. 251-260.
44. Nielsen Media Research. [Online]. Available: http://www.nielsenmedia.com/
45. P. Nurmi and J. Koolwaaij, "Identifying meaningful locations," in Proc. 3rd Annu. Int. Conf. Mobile Ubiquitous Systems: Networks and Services (Mobiquitous), San Jose, CA, Jul. 2006.
46. C. Ratti, A. Sevtsuk, S. Huang, and R. Pailer, "Mobile landscapes: Graz in real time," in Proc. 3rd Symp. LBS TeleCartography, Vienna, Austria, Nov. 2005.
47. B. Reeves and C. Nass, The media equation: How people treat computers, television, and new media like real people and placesser. CSLI Lecture Notes Series, 1996.
48. Synergistic Learning Incorporated. [Online]. Available: http://ilearn.senecac.on.ca/techwrite/testing.html
49. B. T. Truong, S. Venkatesh, and C. Dorai, "Application of computational media aesthetics methodology to extracting color semantics in film," in Proc. 10th ACM Int. Conf. Multimedia, 2002, pp. 339-342.
50. L. von Ahn, R. Liu, and M. Blum, "Peekaboom: A game for locating objects in images," in Proc. SIGCHI Conf. Human Factors in Computing Systems CHI '06, Montreal, Quebec, Canada, 2006, pp. 55-64.
51. Wilson Learning Corporation, Communication Styles: Wilson Learning Corp., 1999.
52. H. Zettl, Sight, Sound, Motion: Applied Media Aesthetics, 3rd ed. London, U.K.: Wadsworth, 1999.
53. C. Zhou, S. Shekhar, and L. Terveen, "Discovering personal paths from sparse GPS traces," in Proc. 1st Int. Workshop Data Mining in Conjunction with 8th Joint Conf. Information Sciences, Jul. 2005.