• Title/Summary/Keyword: GROW model

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Computational Analytics of Client Awareness for Mobile Application Offloading with Cloud Migration

  • Nandhini, Uma;TamilSelvan, Latha
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.11
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    • pp.3916-3936
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    • 2014
  • Smartphone applications like games, image processing, e-commerce and social networking are gaining exponential growth, with the ubiquity of cellular services. This demands increased computational power and storage from mobile devices with a sufficiently high bandwidth for mobile internet service. But mobile nodes are highly constrained in the processing and storage, along with the battery power, which further restrains their dependability. Adopting the unlimited storage and computing power offered by cloud servers, it is possible to overcome and turn these issues into a favorable opportunity for the growth of mobile cloud computing. As the mobile internet data traffic is predicted to grow at the rate of around 65 percent yearly, even advanced services like 3G and 4G for mobile communication will fail to accommodate such exponential growth of data. On the other hand, developers extend popular applications with high end graphics leading to smart phones, manufactured with multicore processors and graphics processing units making them unaffordable. Therefore, to address the need of resource constrained mobile nodes and bandwidth constrained cellular networks, the computations can be migrated to resourceful servers connected to cloud. The server now acts as a bridge that should enable the participating mobile nodes to offload their computations through Wi-Fi directly to the virtualized server. Our proposed model enables an on-demand service offloading with a decision support system that identifies the capabilities of the client's hardware and software resources in judging the requirements for offloading. Further, the node's location, context and security capabilities are estimated to facilitate adaptive migration.

A Study on strengthening the global competitiveness of Korea's IT industry through exporting the IT package-type service (패키지형 해외진출을 통한 정보통신분야 글로벌 경쟁력 강화 방안에 대한 고찰)

  • Kim, Sun-Bae
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.6
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    • pp.279-286
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    • 2008
  • The IT industry plays the engine role in Korean economy which reaches up to 17% of Korean GDP. However the current global economic depression which stems mainly from the US has caused insufficient demand in IT industry. The decreased demand leads to a drug in the market, to fierce price competitions and increasing fear on the world IT market depression. Considering the facts, there are strong demands for the diversification of the products of exports and the countries Korea exports to. These need differentiated strategies which can be summarized in various IT package-type overseas expansion model including the consideration in strategic items, countries, connecting large and small-medium size companies or businesses and related industries. The importance of IT industry in Korean economy will grow constantly and the IT package-type overseas expansion models will preside the movements.

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Study of Theme Park Attractions using Virtual Reality and Augmented Reality Technologies (가상현실 및 증강현실의 기술을 활용한 테마파크 어트랙션의 연구)

  • Kim, Kenneth Chi Ho
    • Journal of Digital Convergence
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    • v.15 no.9
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    • pp.443-452
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    • 2017
  • VR and AR technologies are recognized as one of important technologies during 4th Industrial Revolution Era. Also, the market size of VR/AR are anticipated to grow up to $150 billion by 2020. These technologies are used in theme parks as well as in other industries including games and films. The purpose of this study is to recognize the trend of VR/AR application in theme park attractions and recommend optimal ways for the future applications. The trends were studied from number of publications while future model was developed after visiting theme parks and interviewing the industry experts. As a result, number of theme parks and LBCs(Location Based Center) are using VR/AR in many of their attractions already, but still holds a number of issues. These issues could be overcome if Fun, Efficiency and Technology are considered holistic ways in the future. Further, conformity of the technologies and theme park concept should also be examined.

Industrial Safety Risk Analysis Using Spatial Analytics and Data Mining (공간분석·데이터마이닝 융합방법론을 통한 산업안전 취약지 등급화 방안)

  • Ko, Kyeongseok;Yang, Jaekyung
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.40 no.4
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    • pp.147-153
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    • 2017
  • The mortality rate in industrial accidents in South Korea was 11 per 100,000 workers in 2015. It's five times higher than the OECD average. Economic losses due to industrial accidents continue to grow, reaching 19 trillion won much more than natural disaster losses equivalent to 1.1 trillion won. It requires fundamental changes according to industrial safety management. In this study, We classified the risk of accidents in industrial complex of Ulju-gun using spatial analytics and data mining. We collected 119 data on accident data, factory characteristics data, company information such as sales amount, capital stock, building information, weather information, official land price, etc. Through the pre-processing and data convergence process, the analysis dataset was constructed. Then we conducted geographically weighted regression with spatial factors affecting fire incidents and calculated the risk of fire accidents with analytical model for combining Boosting and CART (Classification and Regression Tree). We drew the main factors that affect the fire accident. The drawn main factors are deterioration of buildings, capital stock, employee number, officially assessed land price and height of building. Finally the predicted accident rates were divided into four class (risk category-alert, hazard, caution, and attention) with Jenks Natural Breaks Classification. It is divided by seeking to minimize each class's average deviation from the class mean, while maximizing each class's deviation from the means of the other groups. As the analysis results were also visualized on maps, the danger zone can be intuitively checked. It is judged to be available in different policy decisions for different types, such as those used by different types of risk ratings.

Contour-based Procedural Modeling of Leaf Venation Patterns (컨투어기반 잎맥 패턴의 절차적 모델링)

  • Kim, Jin-Mo
    • Journal of Korea Game Society
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    • v.14 no.5
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    • pp.97-106
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    • 2014
  • This study proposes an efficient method to model various and diverse leaves required to express digital plants such as flowers and trees in virtual landscape easily and intuitively. The proposed procedural method divides a leaf mainly into a blade and vein thereby detecting contours from binary images that correspond to blades and generating leaves by modeling leaf veins procedurally based on the detected contours. First of all, a complicated leaf vein structure is divided into main veins, lateral veins, and tertiary vein while all veins grow procedurally directing from start auxin to destination auxin. Here, to calculate destination auxin required for growth automatically, approximated contours from binary images that correspond to blades are found thereby calculating candidate destination auxin. Finally, natural digital leaves are generated by applying a color combination method. Through the proposed method, natural and various leaves can be generated and whether the proposed method is efficient or not is verified through the experiment.

An empirical study Influencing the Wireless Battery Charger on Choice to Repurchase Intention (무선 충전기가 스마트폰 재구매 선택을 결정하는 영향에 관한 실증적 연구)

  • Kim, Do-Goan
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.10a
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    • pp.123-124
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    • 2015
  • Recently, with the economy and the information communication technology developed, the smartphone market grows continuously. The market outlook on the wireless rechargeable technology grows rapidly so that the market size is increased about six times bigger than that of the last year, and it will grow about 18 billion dollars in 2014. Because of that, as the interest on this area out focused, many kinds of technology and new product are being exploited in this field. In this research, we aim to analyze factors influencing of the wireless battery charger on continue using intention of Smartphone. Predictor factors were selected perceived usefulness, perceived ease of use and perceived design suggested based extended the technology acceptance model. IBM SPSS Statistics 19 were employed for descriptive statistics, Smart PLS(partial least squares) was employed for confirmatory factor analysis and path analysis of casual relationship among variables and effect. This study suggests practical and theoretical implications based on the results.

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Cryosurgery in the Treatment of Keloids (Cryosurgery를 이용(利用)한 Keloid의 치료(治療))

  • Jung, Young-Sik;Choi, See-Ho;Seul, Jung-Hyun;Lee, Tae-Sook
    • Journal of Yeungnam Medical Science
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    • v.2 no.1
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    • pp.23-30
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    • 1985
  • Keloids are abnormally healed skin wounds that develop in the subpapillary layer of the dermis. They are a lesion with wide, raised and deep scars. They exceed the original dimensions of the wound and grow mounds upon mounds of collagen in a pseudotumor fashion. Their treatment may take several forms such as surgery, intralesional injection of steroid, compression, superficial irradiation, and combination therapy. However, absolute method is nothing until now. Recently, the cryosurgery shows relatively good effect in treatment, so we tried the clinical experience with cryosurgery in the treatment of keloids. Material and methods: During the past 2 years, we treated 20 individuals of the keloids with severe itching and pain. The age ranged from 5 to 45 years old. Only 6 cases were biopsied before and after cryotherapy. The cryosurgery set we used was Toitu model CR 201 $N_2O$ gas (tip temperature is $-80^{\circ}C$) and was applied directly on the lesion about 4 to 5 minutes with slight compression. After cryosurgery in keloids, the following results were obtained: 1. It is both quick and easy method. 2. It causes little or no pain and no loss of blood. 3. Integumentary normalization is rapid. The new scar tissue is smaller, and more elastic and soft. 4. The pain, itching and paresthesia commonly associated with keloid is usually disappeared. 5. Other treatment can be used after cryosurgery. 6. Histologic picture after cryosurgery is similar with the result of steroid injection. 7. The mechanism of the cryosurgery in keloids is the result of the direct tissue destroying action and cryoimmunologic reaction.

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Impact Factor upon Consumer Buying Behavior (소비자 구매행동에 미치는 영향변수에 대한 연구)

  • Jung, Yong Gyu;Won, Jae Kang;Park, Jeong Gu;Cho, Sung Ho
    • Journal of Service Research and Studies
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    • v.2 no.1
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    • pp.29-37
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    • 2012
  • Recently, the market size of hypermarkets in the domestic retail market accounts for a high percentage. The domestic retail market after the opening of the market for the past 1996 and grow to the spread of hypermarkets. However, events such as tasting events were increased due to intense competition among business condition as to attract more customers beyond price competition. Under these circumstances, it is important to examine the relationship of the factors associated with tasting events on consumer buying behavior. The impact on consumer buying behavior in order to verify factors tasting event by setting product standards study the relationship between variables was set up as a model. As result, only one came out significantly to pay the hypothesis of various products depending on the origin of the factors that increase the amount available. This is seen as a supermarket tasting event at the origin of products, and transparency, but also for recently imported foods for consumers who have negative thoughts, mainly domestic product tasting events Mart's sales continue to increase to attract more customers shall be deemed to be one way.

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An Analysis of customer satisfaction for shopping mall using multi LS-SVM : Focused on the Perception of Chinese Students in Korea (다중 LS-SVM을 이용한 중국유학생들의 쇼핑몰 고객만족도 분석)

  • Pi, Su-Young;Park, Hye-Jung;Kwon, Young-Jik
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.6
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    • pp.81-89
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    • 2013
  • Currently Internet shopping (or shopping online) is becoming the common consumption channel for Chinese, and it is more likely to continue to grow. Although E-tailers (or the Internet shopping mall) in China is rapidly growing, there are not very many shopping malls that can meet customer satisfaction. E-tailers in Korea analyze the quality evaluation and customer satisfaction of shopping malls. If the Internet shopping that is suitable for Chinese students studying in Korea is built, it is expected to strengthen international competitive power. In this paper, the comparative analysis of Customer satisfaction for Internet shopping between Chinese students studying in Korea and Korean university students is provided. Furthermore, we analyze the customer satisfaction model of Chinese students studying in Korea by using the multi lease square support vector machine that obtains the global optimal solution. Analysis of customer satisfaction of Chinese students studying in Korea are not only used for E-tailers in Korea, but it can strengthen international competitive power.

A study on factors influencing the change of children's psycho-social development raised by disabled parents: focused on the influence of parent's social engagement and future forecast (장애부모에게서 자란 아동의 심리사회성 변화요인 - 부모의 사회참여활동 및 미래전망을 중심으로 -)

  • Kim, Sa Hyun;Kim, So Jin
    • Korean Journal of Family Social Work
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    • no.53
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    • pp.199-234
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    • 2016
  • This study deals with the psycho-social development of children raised by disabled parents. In particular, we are willing to examine the influence of parental factors such as social engagement and future forecast on the change of children's psycho-social development. Using the three waves of Korean Welfare Panel Study data, these predictors were examined through the Latent Growth Curve Modeling. The result shows that parent's disability has a negative influence on their children's psycho-social development. However, similar to the findings of the previous studies, the degree of this influence tends to be decreased as children grow up. Lastly, two parental factors have a direct influence on the psychological development of children. Furthermore, parent's social engagement has an indirect influence on the change of sociality of children through the psychological change of them. This result means that we should encourage disabled parents to participate actively in social activities and think positively about their future.