• Title/Summary/Keyword: 인과

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Correlation Analysis According to Consumption Trend using Association Rule (연관규칙을 이용한 가구별 소비 트렌드의 상관분석)

  • Choi, Jung-Ah;Jung, Yong-Gyu
    • Journal of Service Research and Studies
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    • v.5 no.1
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    • pp.105-111
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    • 2015
  • According to Korea Social Trends 2012 report presented in National Statistical Office, based on 2010, single-person household out of all households in Korea ratio is 23.9%, not only this ratio is beyond a family of four's ratio (22.5%) but also overtake couple-person household. Last year, according to financial industry and National Statistical Office, Korea's single-person household is estimated 4 million Five hundred and thirty thousand nine thousand family (25.3%). this mean is Korea's One of four household furniture is single-person household. Furthermore. According to National Statistical Office's report 'Future household projections 2010~2035 Report', In 2035, Korea's single-person household is assumed to increase by 34.3%. Korea's causes an increase of single-person household causes an increase is reduced marriage, increase in divorce, low fertility, increasing older singles etc. also Around the World as well as Korea single person household is increase. Based on 2011, single-person household is reached at 2 hundred million 42 million furniture (This ratio is 13%), China and U.S.A's single-person household ratio close in upon 30%. Sweden and Norway, the Philippines, Denmark is also approximately 40% of all households. Up to now, Not reached at OECD average, but this is increasing at a very fast pace. and then It will overtake this ratio. so government, regarding single-person household upsurge, try to find definitive solution. Appeared to statistics through the data, this find out the single-person household characteristics. Using association rule, the association between consumption trend and single-person.

Improvement of Encoding Detection Algorithm for Multi-byte Encoded Data with Errors (오류가 발생한 멀티바이트 인코딩 데이터의 인코딩 기법 판별 알고리즘 개선)

  • Bae, Junwoo;Kim, Seonbeom;Park, Heejin
    • The Journal of Korean Institute of Next Generation Computing
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    • v.13 no.2
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    • pp.18-25
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    • 2017
  • In computer science, an encoding is a standardization of converting information to one format for audio, video or text. Therefore, the encoding information of the data should be known to open and read it and there are algorithms detecting encoder of the data. However, some informations of data could be disappeared by packet loss when transmitted on network, especially, if the data is snatched by packet sniffing or eavesdropping from wireless communications. In this paper, we improve the performance of encoding detection algorithm of 'uchardet' program for multi-byte encoded data with errors based on bit-shift algorithm. To simulate the performance, we generated Korean and Japanese text data with errors that is removed some random bits at random positions. Then the detection algorithm are tested using the data and 'uchardet-bitshift' showed better performance than 'uchardet'. When Korean texts are used, 'uchardet' could detect perfectly with ≤0.005% errors but it showed 0% detection rate with ≥1% errors while 'uchardet-bitshift' detected perfectly with ≤0.05% errors and it showed correct detection cases with ≥1% errors. Japanese texts with errors tend to report falsely as Chinese encoding because Japanese texts include lots of Chinese characters. As a results, we improved encoding detection algorithms by applying bit shift operation.

Classification of Parkinson's Disease Using Defuzzification-Based Instance Selection (역퍼지화 기반의 인스턴스 선택을 이용한 파킨슨병 분류)

  • Lee, Sang-Hong
    • Journal of Internet Computing and Services
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    • v.15 no.3
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    • pp.109-116
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    • 2014
  • This study proposed new instance selection using neural network with weighted fuzzy membership functions(NEWFM) based on Takagi-Sugeno(T-S) fuzzy model to improve the classification performance. The proposed instance selection adopted weighted average defuzzification of the T-S fuzzy model and an interval selection, same as the confidence interval in a normal distribution used in statistics. In order to evaluate the classification performance of the proposed instance selection, the results were compared with depending on whether to use instance selection from the case study. The classification performances of depending on whether to use instance selection show 77.33% and 78.19%, respectively. Also, to show the difference between the classification performance of depending on whether to use instance selection, a statistics methodology, McNemar test, was used. The test results showed that the instance selection was superior to no instance selection as the significance level was lower than 0.05.

Performance Analysis of a Five-leg Inverter for the Train Propulsion System (철도차량 추진시스템을 위한 FLI(Five-leg Inverter)의 성능 분석)

  • Lim, Young-Seol;Shin, Duck-Ho;Lee, June-Seok;Lee, Kyo-Beum
    • Journal of the Korean Society for Railway
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    • v.20 no.1
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    • pp.43-54
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    • 2017
  • This paper analyzes the performance of two three-leg inverters and a five-leg inverter and proposes the optimal operation conditions in applying the five-leg inverter for the train propulsion system. The five-leg inverter offers a saving of two switches compared with the standard two three-leg inverters and it is possible to control two three-phase motors independently by using a control board. All of these features lead to a potential reduction in capital cost and miniaturization of system. In this paper, first, the analysis of the existing motor control method and PWM method for two-traction motor drive of urban railway is implemented. Next, the operation principle and performance of five-leg inverter is introduced. Through the analysis, when it applies the same motor control method and the same PWM method for three-leg inverter and five-leg inverter, the characteristic of motor's speed and torque is compared.

Characteristics of Variation of Phosphorus and Redox Potential in an Experimental Paddy Field (필지논에서의 인(P) 과 산화환원전위(Eh)의 변화 특성)

  • Kim, Young-Hyeon;Kim, Jin-Soo;Jang, Hoon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2009.05a
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    • pp.602-607
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    • 2009
  • 논에서 수질변화특성에 관한 메카니즘은 매우 복잡하다. 영양물질의 농도특성을 정확히 파악하기 위해서는 영농활동에 따른 체계적인 모니터링을 통한 다양한 측정 자료가 필요하다. 그러나 현재 논에서 토양의 산화환원에 관한 연구 자료는 많지 않기 때문에 그의 특성을 파악하기에는 어려운 실정에 있다. 본 연구의 목적은 충북대학교 부속농장 필지논에서 2008년 영농기간을 중심으로 논에서의 영양물질인 총인(TP), 인산성 인($PO_4-P$) 및 산화환원전위(Eh)의 변화특성을 파악함으로써, 논으로부터의 영양물질 유출제어에 관한 기초 자료를 제공하는데 있다. 이 연구는 2008년 6월부터 10월까지 필지논에서 논 표면수의 TP 와 $PO_4-P$의 농도변화와 토양의 산화환원전위(Eh)와의 관계 특성을 파악하였다. 관개기의 논에서 인은 분얼비 시기에 인성분이 시비되지 않았는데도 불구하고 분얼비 직후와 분얼비 1주일 후에 TP농도가 높게 나타났는데 이는 담수의 영향으로 논이 환원상태로 되어, 논바닥에 침전된 철이온에 흡착되어 있던 인이 철이온의 환원으로 함께 용출하기 때문이라고 생각된다. 산화환원전위(Eh)는 높아지면 산화경향을, 낮아지면 환원경향을 나타낸다. 본 연구기간 동안의 산화환원전위(Eh) 값은 비 관개기에 $201^{\sim}405$ mV로 높게 나타났고, 관개기에는 $93^{\sim}195$ mV로 낮게 나타났다. 필지논 표면수의 인농도는 분얼비 직후 1주일후까지 TP 와 $PO_4-P$ 농도는 같이 상승하다가 TP농도는 약 2주일까지 더 상승하여 2008년 최대값을 나타냈고 $PO_4-P$농도는 하강하였는데 이는 논 토양이 환원상태로 되면서 바닥에 있던 입자성 인이 논 표면으로 떠올랐기 때문으로 사료된다. 그 후에 담수가 끝나는 시점까지 농도는 낮아졌다. 강우량이 적은 관개초기에 인의 농도는 비교적 높게 나타났지만 강우량이 많은 여름에는 작물의 생장에 필요한 영양물질 섭취 등으로 인농도가 낮게 나타나 논은 인의 유출을 억제하고 있는 것으로 나타났다. 이와 같이 인의 유출특성 및 산화환원전위(Eh)의 변화에 따른 논에서의 유출부하 특성이 규명된다면, 환경부하가 적은 효과적인 물관리가 가능해 질 것으로 판단된다.

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A Method for Automatic Detection of Character Encoding of Multi Language Document File (다중 언어로 작성된 문서 파일에 적용된 문자 인코딩 자동 인식 기법)

  • Seo, Min Ji;Kim, Myung Ho
    • KIISE Transactions on Computing Practices
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    • v.22 no.4
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    • pp.170-177
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    • 2016
  • Character encoding is a method for changing a document to a binary document file using the code table for storage in a computer. When people decode a binary document file in a computer to be read, they must know the code table applied to the file at the encoding stage in order to get the original document. Identifying the code table used for encoding the file is thus an essential part of decoding. In this paper, we propose a method for detecting the character code of the given binary document file automatically. The method uses many techniques to increase the detection rate, such as a character code range detection, escape character detection, character code characteristic detection, and commonly used word detection. The commonly used word detection method uses multiple word database, which means this method can achieve a much higher detection rate for multi-language files as compared with other methods. If the proportion of language is 20% less than in the document, the conventional method has about 50% encoding recognition. In the case of the proposed method, regardless of the proportion of language, there is up to 96% encoding recognition.

Semiotics approach to one-person Creative Company (1인 창조기업의 기호학적 분석)

  • Lee, Ji-Seok;Kwon, Jong-Wook
    • The Journal of the Korea Contents Association
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    • v.13 no.10
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    • pp.470-479
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    • 2013
  • This study analyzed the features and problems of one-person creative company development policy by using the image of brand identity of one-person creative company and the model of the symbol square. In order to solve the youth unemployment and to induce youth foundation, Korean government particularly Small and Medium Business Administration (SBA) paid great attention to 'One-Person Company' followed by One-Person Knowledge Company policy in 2008. Finally, this policy became One-Person Creative Company in 2009 when SBA faced criticism. However, according to semiotics analysis, symbolic conflicts were found in the policy given that this policy was not considered the role of the co-founder in venture ecosystem. This study provides practical implications for new directions of the one-person creative company policy of government; (1) one-person knowledge company ${\rightarrow}$ (2) one-person creative company ${\rightarrow}$ (3) 1+1 creative company.

A Contribution Analysis of the Increase in 1-2 Person Families on the Income Inequality and the Income Gap (1-2인 가구증가의 소득불평등도와 소득격차에 대한 기여도 분석)

  • Lim, Byung-In;Kim, Sung-Tai;Jung, Ji-Un
    • Journal of Digital Convergence
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    • v.13 no.12
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    • pp.31-39
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    • 2015
  • This paper examines trends of the income inequality index and the income quintile share ratios, using the Household Survey released by Statistics Korea. We discuss their respective effects on total income inequality and the income disparity, as a contribution concept defined in this paper for 1990-2014 periods. Main findings are as follows. First, the contribution of 2-person families to total inequality with the current income or the disposable income becomes bigger, and growth rates have been above 10% since 2003. Second, the contribution of 1-person families to income inequality is greater than that of 2-person families. Policy implication is such that the government had better investigate the 1 or 2 person families in-depth to set up the policy measures for weakening the income inequality.

A Study on the Use of Oyster Shells for Phosphorus Removal (인 제거를 위한 패각의 활용법에 관한 연구)

  • Lee, Jong-Il;Kim, Woo-Hang
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.14 no.2
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    • pp.105-109
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    • 2008
  • In our country, limiting nutrient is known as phosphorus in the most lakes. Therefore, the removal of phosphorus is a very important process in sewage treatment. However, many of the sewage treatment plants employ the conventional activated sludge process, known to remove $10{\sim}30%$ of phosphorus. Thus, additional phosphorous removal process will be needed. Oyster shells have been known to remove phosphorus in water. The removal efficiency of phosphorus was highest at smallest size of oyster shells and at the highest pH for batch test. The phosphorous removal rate with various calcium concentrations was increased by increasing calcium concentration. At the 20 mg/l of calcium, more than 90% of phosphorous was removed in two hours. The removal efficiency of phosphorous was increased greatly at 300% of recirculation rate. With 300% of recirculation rate, the removal efficiency reached 80% at pH 11. The negative effects of bicarbonate on crystallization were observed in oyster shells. The effects of bicarbonate on rate constant were also investigated by applying these results to experimental equation. The rate constant was decreased at the inverse logarithm bicarbonate concentration.

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Study on Security Vulnerabilities of Implicit Intents in Android (안드로이드 암시적 인텐트의 보안 취약점에 대한 연구)

  • Jo, Min Jae;Shin, Ji Sun
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.24 no.6
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    • pp.1175-1184
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    • 2014
  • Android provides a message-passing mechanism called intent. While it helps easy developments of communications between intra and inter applications, it can be vulnerable to attacks. In particular, implicit intent, differing from explicit intent specifying a receiving component, does not specify a component that receives a message and insecure ways of using implicit intents may allow malicious applications to intercept or forge intents. In this paper, we focus on security vulnerabilities of implicit intent and review researched attacks and solutions. For the case of implicit intent using 'developer-created action', specific attacks and solutions have been published. However, for the case of implicit intent using 'Android standard action', no specific attack has been found and less studied. In this paper, we present a new attack on implicit intent using Android standard action and propose solutions to protect smart phones from this attack.