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Method of extracting context from media data by using video sharing site

Kondoh, Satoshi;Ogawa, Takeshi
- Proceedings of the Korean Society of Broadcast Engineers Conference
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- 2009.01a
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- pp.709-713
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- 2009
Recently, a lot of research that applies data acquired from devices such as cameras and RFIDs to context aware services is being performed in the field on Life-Log and the sensor network. A variety of analytical techniques has been proposed to recognize various information from the raw data because video and audio data include a larger volume of information than other sensor data. However, manually watching a huge amount of media data again has been necessary to create supervised data for the update of a class or the addition of a new class because these techniques generally use supervised learning. Therefore, the problem was that applications were able to use only recognition function based on fixed supervised data in most cases. Then, we proposed a method of acquiring supervised data from a video sharing site where users give comments on any video scene because those sites are remarkably popular and, therefore, many comments are generated. In the first step of this method, words with a high utility value are extracted by filtering the comment about the video. Second, the set of feature data in the time series is calculated by applying functions, which extract various feature data, to media data. Finally, our learning system calculates the correlation coefficient by using the above-mentioned two kinds of data, and the correlation coefficient is stored in the DB of the system. Various other applications contain a recognition function that is used to generate collective intelligence based on Web comments, by applying this correlation coefficient to new media data. In addition, flexible recognition that adjusts to a new object becomes possible by regularly acquiring and learning both media data and comments from a video sharing site while reducing work by manual operation. As a result, recognition of not only the name of the seen object but also indirect information, e.g. the impression or the action toward the object, was enabled.
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Effects of Saururus chinensis Baill on Glutathione and Antioxidative Activity Against TCDD-treated Rats (환경 Hormone에 대한 삼백초의 Glutathione 및 항산화 활성 효과)

Ha, Bae-Jin
- Journal of Food Hygiene and Safety
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- v.18 no.3
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- pp.161-165
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- 2003
The effects of Saururus chinensis Baill administration on the biochemical parameters of function in liver of 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) treated rats were investigated. Saururus chinensis Baill (200mg/kg) was administered into rats intraperitoneally for four weeks, seven days after the injection of TCDD(1 ${\mu}g/kg$). We examined the antioxidative enzymatic activity by measuring the level of AST and ALT in serum and SOD, Catalase, GPx, GSH and GSSG in liver tissue of rats. STT group showed 70.7% of inhibitive effect in AST acrivity compared to TTA group. ALT level of STT group was decreased to the level of NTT group. SOD and Catalase in TTA group were lower than in NTT group, but SOD and Catalase in STT group were increased by 82% and 55.45% respectively compared to TTA group. GSH contents in STT group were 74.20% increased compared to TTA group. GSSG contents in STT group were 61.08% decreased compared to TTA group. These results suggest that Saururus Chinensis Baill has a potent hepathprotective effect against TCDD intoxicated rats.
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Effects of Saururus chinensis Baill on Lipid Metabolism Against TCDD Damage (다이옥신 저해능에 대한 삼백초의 지질대사에 미치는 효과)

Ha, Bae-Jin
- Journal of Food Hygiene and Safety
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- v.18 no.3
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- pp.166-170
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- 2003
This study was carried out to investigate the inhibitive effect of Saururus chinenesis Baill (SCB) on lipid peroxidation in Sprague-Dawely rat (SD-rat) accutely exposed to 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD). Saururus chinenesis Baill (200 mg/kg) was administered into rats intraperitoneally for four weeks, seven days after the injection of TCDD (1 ${\mu}$g/kg). we examined th lipid parameters by measuring the levels of Total Cholestero, Triglyceride(TG), HDL-Cholestero, and LDL-Cholesterol in serum and Malone Dialdehyde (MDA) in liver tissue of rats. Cholesterol was siginificantly elevated in TCDD-treated abnormal group (TTA). The higher level of HDL-Cholesterol was found in Saururus chinenesis Baill and TCDD administered group (STT), which showed the lower levels of Total-Cholesterol and LDL-Cholesterol. TG content in the TTA was 34.84% increased compared to Non TCDD-treated group (NTT). That of STT was inhibited by 18.90% compared to TTA. MDA content in the TTA was 44.72% increased compared to NTT. That of STT was inhibited by 17.14% compared to TTA.
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