• Title/Summary/Keyword: KT model

Search Result 165, Processing Time 0.026 seconds

Design of Markov Decision Process Based Dialogue Manager (마르코프 의사결정 과정에 기반한 대화 관리자 설계)

  • Choi, Joon-Ki;Eun, Ji-Hyun;Chang, Du-Seong;Kim, Hyun-Jeong;Koo, Myong-Wan
    • Proceedings of the KSPS conference
    • /
    • 2006.11a
    • /
    • pp.14-18
    • /
    • 2006
  • The role of dialogue manager is to select proper actions based on observed environment and inferred user intention. This paper presents stochastic model for dialogue manager based on Markov decision process. To build a mixed initiative dialogue manager, we used accumulated user utterance, previous act of dialogue manager, and domain dependent knowledge as the input to the MDP. We also used dialogue corpus to train the automatically optimized policy of MDP with reinforcement learning algorithm. The states which have unique and intuitive actions were removed from the design of MDP by using the domain knowledge. The design of dialogue manager included the usage of natural language understanding and response generator to build short message based remote control of home networked appliances.

  • PDF

Design of Dialogue Management System for Home Network Control (홈네트워크 제어를 위한 대화관리시스템 설계)

  • Kim, Hyun-Jeong;Eun, Ji-Hyun;Chang, Du-Seong;Choi, Joon-Ki;Koo, Myung-Wan
    • Proceedings of the KSPS conference
    • /
    • 2006.11a
    • /
    • pp.109-112
    • /
    • 2006
  • This paper presents a dialogue interface using the dialogue management system as a method for controlling home appliances in Home Network Services. In order to realize this type of dialogue interface, we first investigated the user requirements for Home Network Services by analyzing the dialogues entered by users. Based on the analysis, we were able to extract 15 user intentions and 22 semantic components. In our study, example dialogues were collected from WOZ (Wizard-of-OZ) environment to implement a reasoning model for generating meaningful responses for example-based dialogue modeling technique. An overview of the Home Network Control System using proposed dialogue interface will be presented. Lastly, we will show that the Dialogue Management System trained with our collected dialogues behaves properly to achieve its task of controlling Home Network appliances by going through the steps of natural language understanding, response reasoning, response generation.

  • PDF

Study of Pyrolysis Pattern and Transfer Rate of Organochlorine Pesticide in Tobacco

  • Min, Hye-Jeong;Jang, Seok-Su;Kim, Ick-Joong;Kim, Yong-Ha;Min, Young-Keun
    • Journal of the Korean Society of Tobacco Science
    • /
    • v.29 no.2
    • /
    • pp.118-124
    • /
    • 2007
  • GRLs(Guidance Residue Levels) of agricultural chemicals for tobacco are recommended by the CORESTA Agro-Chemical Advisory Committee guide. In the GRLs list, organochlorine group is one of pesticides commonly used on tobacco cultivation. In this model study, the quantitative correlation in the transfer rate of pesticide residue into tobacco smoke by spiking of organochlorine pesticides to cigarette and pyrolysates were investigated. The spiking concentration referred to the range of GRLs list and the organochlorine pesticides in mainstream smoke were analyzed by GC-MS. For the understanding of the composition variation versus temperature, the behavior of pesticides was investigated by pyrolysis-gas chromatography-mass spectrometry(Py-GC-MS). In this study, the transfer rate of pesticide residue into tobacco smoke at four different spiking concentration and the composition of pyrolysates were analyzed differently. At $10\;{\mu}g/cig$ spiking concentrations, the organochlorine pesticides were transferred into tobacco smoke in $0.02\;{\sim}\;10.19\;%$ each of component and the most of pesticides were pyrolyzed during smoking. It was found that the decomposition compounds from organochlorine pesticides were mainly composed of oxygenated and nitrogenous compounds. This study could estimate that the transfer rate of pesticides into tobacco smoke is very small amount.

Arginyl-fructosyl-glucose and Arginyl-fructose, Compounds Related to Browning Reaction in the Model System of Steaming and Heat-drying Processes for the Preparation of Red Ginseng

  • Suzuki, Yukio;Choi, Kang-Ju;Uchida, Kei;Ko, Sung-Ryong;Sohn, Hyun-Joo;Park, Jong-Dae
    • Journal of Ginseng Research
    • /
    • v.28 no.3
    • /
    • pp.143-148
    • /
    • 2004
  • Brown color intensity has been a major factor to estimate the quality of red ginseng and its products. This study deals with the relationship between the browning reaction of ginseng root and two compounds, arginyl-fructosyl-glucose(Arg-fru-glc) and arginyl-fructose (Arg-fru), in the model system of steaming and heat-drying processes for the preparation of red ginseng. During the steaming process, a marked decrease of starch and a considerable formation of maltose occurred in main roots of raw ginseng, but the formation of glucose was scarcely observed. After the heat-drying process, the brown color intensity of the powdered preparation of steamed main roots was 3 to 4 times higher than that of the powdered preparation of raw main roots. Also, when the heat- drying process was done with the addition of L-arginine, brown color intensity of the powdered preparation of steamed main roots was 12 to 13 times higher than that of the powdered preparation of raw main roots. The amount ratios of browning reaction products formed from sugar compounds and amino acids in the model system of steaming and heat-drying treatments in vitro were in order of xylose > glucose > fructose > maltose > dextrin (DE 9) > sucrose > dextrin (DE 8) and soluble starch. Each solution of Arg-fru-glc and Arg-fru that were synthesized chemically from maltose plus L-arginine and glucose plus L-arginine, respectively, changed from colorless to brown color during the heat-drying treatment. Amino acids or sugars were effective on the acceleration of each browning reaction of Arg-fru-gIc and Arg-fru during the heat-drying treatment.

Hepatoprotective and Curative Properties of Kombucha Tea Against Carbon Tetrachloride-Induced Toxicity

  • Murugesan, G.S.;Sathishkumar, M.;Jayabalan, R.;Binupriya, A.R.;Swaminathan, K.;Yun, S.E.
    • Journal of Microbiology and Biotechnology
    • /
    • v.19 no.4
    • /
    • pp.397-402
    • /
    • 2009
  • Kombucha tea(KT) is sugared black tea fermented with a symbiotic culture of acetic acid bacteria and yeasts, which is said to be tea fungus. KT is claimed to have various beneficial effects on human health, but there is very little scientific evidence available in the literature. In the present study, KT along with black tea(BT) and black tea manufactured with tea fungus enzymes(enzyme-processed tea, ET) were evaluated for hepatoprotective and curative properties against $CCl_4$-induced toxicity, using male albino rats as an experimental model by analyzing aspartate transaminase, alanine transaminase, and alkaline phosphatase in plasma and malondialdehyde content in plasma and liver tissues. Histopathological analysis of liver tissue was also included. Results showed that BT, ET, and KT have the potential to revert the $CCl_4$-induced hepatotoxicity. Among the three types of teas tried, KT was found to be more efficient than BT and ET. Antioxidant molecules produced during the fermentation period could be the reason for the efficient hepatoprotective and curative properties of KT against $CCl_4$-induced hepatotoxicity.

An experimental study on attitude control of spacecraft using roaction wheel (반작용 휠을 이용한 인공위성 지상 자세제어 실험 연구)

  • 한정엽;박영웅;황보한
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1997.10a
    • /
    • pp.1334-1337
    • /
    • 1997
  • A spacecraft attitude control ground hardware simulator development is discussed in the paper. The simulator is called KT/KARI HILSSAT(Hardware-In-the Loop Simulator Single Axis Testbed), and the main structure consists of a single axis bearing and a satellite main body model on the bearing. The single axis tabel as ans experimental hardware simulator that evaluates performance and applicability of a satellite before evolving and/or confirming a mew or and old control logic used in the KOREASAT is developed. Attitude control of spaceraft by using reaction wheel is performed.

  • PDF

Implementation of 3D GIS technology for Cell Planning System (무선망 설계 시스템에서의 3D GIS 분석 기술 구현)

  • Jeong, Mi-Young;Jung, Hyun-Meen
    • Proceedings of the IEEK Conference
    • /
    • 2008.06a
    • /
    • pp.751-752
    • /
    • 2008
  • This paper introduces current technology trend of cell planning system in radio propagation and 3D GIS technologies which are implemented in Cell planning system "CellTREK" for accurate radio propagation analysis. It includes managing of DTM(Digital Terrain Model) data considering building height used by 3D propagation analysis module, and navigation module based on DirectX technology to estimate and eliminate the shadowing area by high rise buildings.

  • PDF

Collaborative Filtering Model Analysis based on IPTV Viewing Log (IPTV 시청자의 시청이력에 기반한 협력필터링 모델 분석)

  • Jung, Ha-Yong;Kim, Moon-Sik
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2010.06c
    • /
    • pp.404-409
    • /
    • 2010
  • 협력 필터링(Collaborative Filtering)은 상품추천, 영화추천 등에 사용되는 대표적인 방법으로서, 사용자들의 사용이력에 기반해서 유사도가 높은 항목들을 찾아낸다. 본 연구에서는 상용 IPTV 서비스에 협력 필터링을 적용했을 때 만들어지는 모델을 분석하여 어떤 요소들이 협력 필터링 모델의 생성에 영향을 끼치는지 분석했다. 이를 통해 IPTV 영역에 협력 필터링을 적용했을 때 영향을 끼치는 요소들과 다른 영역과는 다르게 고려해야 할 사항들을 알 수 있었다.

  • PDF

The Study on the Cutting Behavior of Super Duralumin(A2024-T3) (초듀랄류민(A2024-T3)의 절삭거동에 관한 연구)

  • Jun, Tae-Ok;Park, Heung-Sik;Ye, Guoo-Hyeon
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.9 no.4
    • /
    • pp.147-153
    • /
    • 1992
  • This study was undertaken to investigate the cutting behaviour of super duralumin (A2024-T3) with sintered carbide tool(P20). The cutting test was carried out under different conditions such as cutting speed, cutting depth and rake angle, etc. The specific cutting force Kc and Kt of vertical and radial forces decreases as cutting speed increases, especially the decrease rate of Kt becomes larger than of Kc as cutting speed increases. Kc and Kt in small cutting depth are much affected by work-hardening of surface layer. The chip width and shear angle become layer as cutting depth increases, especially chip width at feed of 0.1mm almost approaches cutting width. Relation between the friction coefficient of chip side and tool rake angle side can make the modelization studying the built-up edge size. The shear angle model equation of super duralumin generally agree with theory of Ernst-Merchant.

  • PDF

The Storage Method of a Leaf Tobacco Warehouse in Leaf Tobacco Factory (원료공장 잎담배 창고의 저장방법)

  • Han-Joo Chung;Byong-Kwon Jeh;Yong-Ok Kim
    • Journal of the Korean Society of Tobacco Science
    • /
    • v.25 no.1
    • /
    • pp.53-58
    • /
    • 2003
  • This study deals with the leaf tobacco assignment problem of a leaf tobacco warehouse with multiple input points and single output point. Also, the number of storage frequences is not necessary the same as that of retrieval for each leaf tobacco. A mathematical model is developed with the objective of minimizing the total travel distance associated with storage and retrieval operations. We also develop several heuristics based on the retrieval order frequency, retrieval/storage frequency ratio of leaf tobacco, and ABC curve. It is observed that the ABC curve based heuristic gives the best solution which is near optimal. Based on the test results from real world data, the ABC curve based heuristic is found to give a best performance. Comparing to current assignment method, the ABC curve based heuristic reduced total travel distance about 17.2%.