<그림 1> 주제 적합성 모형
<그림 2> 비디오 3의 ERP/MMR(λ=0.6) 점수(1)
<그림 3> 비디오 3의 ERP/MMR(λ=0.6) 점수(2)
<그림 4> 비디오 3에 대한 비디오 스킴들
<표 1> 실험에 사용된 비디오 목록
<표 2> ERP/MMR(λ=0.6), ERP/MMR(λ=1.0) 및 SBD 방법의 내재적 평가 결과
<표 3> ERP/MMR(λ=0.6), ERP/MMR(λ=1.0) 및 SBD 방법의 외재적 평가 결과
References
- Kwon, Jun Soo. 2000. "The Use of Event-related Potentials in the Study of Cognitive Functions." Journal of Cognitive Science, 1(1): 79-98.
- Kim, Hyun-Hee and Kim, Yong-Ho. 2016. "Automatic Extraction Techniques of Topic-Relevant Visual Shots using Real Time Brainwave Responses: ERP N400 and P600 Hypotheses Test." Journal of Korea Multimedia Society, 19(8): 1260-1274. https://doi.org/10.9717/kmms.2016.19.8.1260
- Chung, Young-Mee. 2012. Research in Information Retrieval. Seoul: Yonsei University Press.
- Allegretti, M. et al. 2015. "When Relevance Judgement is Happening?: An EEG-based study." In Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 719-722). New York: ACM.
- Burmester, J., Spalek, K. and Wartenburger, I. 2014. "Context Updating during Sentence Comprehension: The Effect of Aboutness Topic." Brain and Language, 137: 62-76. https://doi.org/10.1016/j.bandl.2014.08.001
- Carbonell, J. and Goldstein, J. 1998. "The Use of MMR, Diversity-based Reranking for Reordering Documents and Producing Summaries." In Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 335-336). New York: ACM.
- Chen, F., Delannay, D. and De Vleeschouwer, C. 2011. "An Autonomous Framework to Produce and Distribute Personalized Team-sport Video Summaries: A Basketball Case Study." IEEE Transactions on Multimedia, 13(6): 1381-1394. https://doi.org/10.1109/TMM.2011.2166379
- Eugster, M. J. et al. 2016. "Natural Brain-information Interfaces: Recommending Information by Relevance Inferred from Human Brain Signals." Scientific Reports, 6(38580), 1-10. https://doi.org/10.1038/s41598-016-0001-8
- Evans, W. J., Cui, L. and Starr, A. 1995. "Olfactory Event-related Potentials in Normal Human Subjects: Effects of Age and Gender." Electroencephalography and Clinical Neurophysiology, 95(4): 293-301. https://doi.org/10.1016/0013-4694(95)00055-4
- Hu, W. et al. 2011. "A Survey on Visual Content-based Video Indexing and Retrieval." IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 41(6): 797-819. https://doi.org/10.1109/TSMCC.2011.2109710
-
IBM Research Corp. 2016. Morgan | IBM Creates First Movie Trailer by AI. [online] [cited 2018. 8. 3.]
- Kim, H. H. and Kim, Y. H. 2010. "Toward a Conceptual Framework of Key-frame Extraction and Storyboard Display for Video Summarization." Journal of the Association for Information Science and Technology, 61(5): 927-939.
- Lin, C. 2004. "ROUGE: A Package for Automatic Evaluation of Summaries." In Proceedings of the Workshop on Text Summarization Branches Out (WAS 2004), Barcelona, Spain.
- Luck, S. J. 2014. An Introduction to the Event-related Potential Technique. Cambridge: MIT press.
- Mayer, R. E. 2009. Multimedia Learning. New York: Cambridge University Press.
- Mehmood, I. et al. 2016. "Divide-and-conquer based Summarization Framework for Extracting Affective Video Content." Neurocomputing, 174: 393-403. https://doi.org/10.1016/j.neucom.2015.05.126
- Mishra, R. et al. 2015. "Real time and Non Real time Video Shot Boundary Detection using Dual Tree Complex Wavelet Transform." 2015 International Conference on Industrial Instrumentation and Control (ICIC, pp. 1495-1500). New York: IEEE.
- Mostafa, J. and Gwizdka, J. 2016. "Deepening the Role of the User: Neuro-Physiological Evidence as a Basis for Studying and Improving Search." In Proceedings of the 2016 ACM on Conference on Human Information Interaction and Retrieval (pp. 63-70). New York: ACM.
- Mudrik, L. et al. 2014. "Synchronous Contextual Irregularities Affect Early Scene Processing: Replication and Extension." Neuropsychologia, 56: 447-458. https://doi.org/10.1016/j.neuropsychologia.2014.02.020
- Nakano, H. et al. 2014. "Electrophysiological Response to Omitted Stimulus in Sentence Processing." NeuroReport, 25(14): 1169-1174. https://doi.org/10.1097/WNR.0000000000000250
- Over, P., Smeaton, A. F. and Awad, G. 2008. "The TRECVid 2008 BBC Rushes Summarization Evaluation." In Proceedings of the 2nd ACM TRECVid Video Summarization Workshop (pp. 1-20). New York: ACM.
- Schumacher, P. B. and Hung, Y. C. 2012. "Positional Influences on Information Packaging: Insights from Topological Fields in German." Journal of Memory and Language, 67(2): 295-310. https://doi.org/10.1016/j.jml.2012.05.006
- Seoane, L. F., Gabler, S. and Blankertz, B. 2015. "Images from the Mind: BCI Image Evolution based on Rapid Serial Visual Presentation of Polygon Primitives." Brain-Computer Interfaces, 2(1): 40-56. https://doi.org/10.1080/2326263X.2015.1060819
- Sitnikova, T. et al. 2008. "Two Neurocognitive Mechanisms of Semantic Integration during the Comprehension of Visual Real-world Events." Journal of Cognitive Neuroscience, 20(11): 2037-2057. https://doi.org/10.1162/jocn.2008.20143
- Tavassolipour, M., Karimian, M. and Kasaei, S. 2014. "Event Detection and Summarization in Soccer Videos using Bayesian Network and Copula." IEEE Transactions on Circuits and Systems for Video technology, 24(2): 291-304. https://doi.org/10.1109/TCSVT.2013.2243640
- Wang, L. and Schumacher, P. B. 2013. "New is not always Costly: Evidence from Online Processing of Topic and Contrast in Japanese." Frontiers in Psychology, 4: 363.
- Xu, R. et al. 2014. "Enhanced low-latency Detection of Motor Intention from EEG for Closed-loop Brain-computer Interface Applications." IEEE Transactions on Biomedical Engineering, 61(2): 288-296. https://doi.org/10.1109/TBME.2013.2294203
- Yang, J. et al. 2012. "Channel Selection and Classification of Electroencephalogram Signals: An Artificial Neural Network and Genetic Algorithm-based Approach." Artificial Intelligence in Medicine, 55(2): 117-126. https://doi.org/10.1016/j.artmed.2012.02.001
- Zhu, X. et al. 2007. "A Text-to-picture Synthesis System for Augmenting Communication." In Proceedings of the 22nd National Conference on Artificial Intelligence-Volume 2 (pp. 1590-1595). Menlo Park, CA: AAAI Press.