• Journal of Multimedia Information System
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• 제5권2호
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• pp.99-104
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• 2018

Phishing website has become a crucial concern in cyber security applications. It is performed by fraudulently deceiving users with the aim of obtaining their sensitive information such as bank account information, credit card, username, and password. The threat has led to huge losses to online retailers, e-business platform, financial institutions, and to name but a few. One way to build anti-phishing detection mechanism is to construct classification algorithm based on machine learning techniques. The objective of this paper is to compare different classifier ensemble approaches, i.e. random forest, rotation forest, gradient boosted machine, and extreme gradient boosting against single classifiers, i.e. decision tree, classification and regression tree, and credal decision tree in the case of website phishing. Area under ROC curve (AUC) is employed as a performance metric, whilst statistical tests are used as baseline indicator of significance evaluation among classifiers. The paper contributes the existing literature on making a benchmark of classifier ensembles for web phishing detection.

• 한국콘텐츠학회논문지
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• 제5권2호
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• pp.69-77
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• 2005

본 연구에서는 내용은 같고 형식이 다른 2개의 사이트를 대상으로 이용자의 특성차이나 광고효과 비교를 검증해 보았다. 특히, 본 연구에서는 온라인 전용 사이트와 온오프라인 동시 사이트의 사용자간에 존재하는 기술적, 인구학적, 심리학적 특성을 알아보고 광고의 효과 또한 비교해 보았다. 자료의 분석은 SPSSWIN을 이용하였고, 주로 $x^2$와 t-test 분석을 하였다. 온라인 설문조사를 통해 필포스트 닷컴은 222부를 회수하였고 카드코리아 닷컴은 210부를 회수하여 총 432부를 회수하였다. 조사과정에서 양 사이트가 가지는 이용대상의 연령 요인을 배재하기 위하여 20대만을 선택하여 실시하였다 분석에서는 이렇게 선택된 308부가 사용되었다. 분석결과 이용자의 일반적 특성에서는 양 사이트 이용자가 비슷한 라이프스타일을 보여줬고 가치관과 사회의식에서는 양 사이트 이용자 사이에 유의미한 차이를 발견했다. 광고효과 에서는 먼저 광고의 유용성에 있어서는 필포스트가 높은 점수를 얻었고, 반대로 신제품에 대한 적극적 수용여부에 있어서는 카드코리아가 높은 점수를 받았다. 광고와 제품에 대한 태도에 있어서는 필포스트가 카드코리아 보다 광고 선호도와 브랜드 선호도 모두 높게 나타났다.

• 경영정보학연구
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• 제16권3호
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• pp.1-23
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• 2014

계층화 분석기법(AHP)을 이용해 일반사용자 및 업체사용자 측면에서 과학적이며 체계적인 방법으로 각 평가 영역간 혹은 요인간의 상대적인 중요도를 산출함으로써 정보제공 웹사이트의 일반사용자와 업체사용자 간의 인식차이를 관찰하며 조명하는 것이 본 연구의 목적이다. 3C-D-T 웹사이트 평가 프레임워크를 기반으로 정보제공 웹사이트의 사례연구를 수행하기 위해, 최근 추세에 가장 적합한 분야인 외식정보 제공 웹사이트에 대해 가중치를 도출하였다. 계층분석에 사용된 데이터는 2차에 걸쳐 수집되었다. 1차 수집 자료는 외식정보 제공 웹사이트를 사용하는 일반사용자를 대상으로, 2차 수집 자료는 동일 사이트에 등록하여 사용하는 업체사용자를 대상으로 평가 요소간 쌍대비교에 의한 방법으로 데이터를 수집하였다. 연구분석의 결과에 의하면, 외식정보 웹사이트를 바라보는 일반사용자와 업체사용자는 각 평가요소에 대해 서로 다른 관점에서 인식을 달리하고 있는 것으로 나타났다. 이러한 분석결과를 바탕으로 업체사용자들이 일반사용자들의 시각에 맞춤으로써 이러한 인식의 차이가 해소될 때 비로소 외식업체는 고객 눈높이의 비즈니스 운영이 가능해져 성공적인 성과를 기대할 수 있을 것이다.

• Asia pacific journal of information systems
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• 제18권3호
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• pp.45-65
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• 2008

The rapid growth of the Internet has increased the amount of transmission of personally identifiable information. At the same time, with new Internet related technologies, organizations are trying to collect and access more personal information than before, which in turn makes individuals concern more about their information privacy. For their successful businesses, organizations have tried to alleviate these concerns in two ways: (1) by offering privacy policies that promise certain level of privacy protection; (2) by offering benefits such as financial gains or convenience. In this paper, we interpret these actions in the context of the information processing theory of motivation. This paper follows Hann et al.(2007)'s methods to analyze Internet users privacy concerns in Korea and tries to compare the findings. Our research objectives are as follows: First, we analyze privacy concern mitigation strategies in the framework of the expectancy theory of motivation. Subsequently, we show how the expectancy theory based framework is linked o the conjoint analysis. We empirically validate the predictions that the means to mitigate privacy concerns are associated with positive valences resulting in an increase in motivational score. In order to accommodate real-life contexts, we investigate these means in trade-off situation, where an organization may only be able to offer partially complete privacy protection and/or promotions and/or convenience, While privacy protection (secondary use, improper access) are associated with positive valences, we also find that financial gains can significantly increase the individuals' motivational score of a website in Korea. One important implication of this empirical analysis is that organizations may possess means to actively manage the privacy concerns of Internet users. Our findings show that privacy policies are valued by users in Korea just as in the US or Singapore. Hence, organizations can capitalize on this, by stating their privacy policy more prominently. Also organizations would better think of strategies or means that may increase online users' willingness to provide personal information. Since financial incentives also significantly increase the individuals' motivational score of website participation, we can quantify the value of website privacy protection in terms of monetary gains. We find that Korean Internet users value the total privacy protection (protection against errors, improper access, and secondary use of personal information) as worthy as KW 25,550, which is about US 28. Having done this conjoint analysis, we next adopt cluster analysis methodology. We identify two distinct segments of Korea's internet users-privacy guardians and information sellers, and convenience seekers. The immediate implication of our study is that firms with online presence must differentiate their services to serve these distinct segments to best meet the needs of segments with differing trade-offs between money and privacy concerns. Information sellers are distinguished from privacy guardians by prior experience of information provision, To the extent that businesses cannot observe an individual's prior experience, they must use indirect methods to induce segmentation by self-selection as suggested in classic economics literature of price discrimination, Businesses could use monetary rewards to attract information sellers to provide personal information. One step forward from the societal trends that emphasize the need of legal protection of information privacy, our study wants to encourage organizations and related authorities to have the viewpoints to consider both importance of privacy protection and the necessity of information trade for the growth of e-commerce.

• 경영과정보연구
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• 제21권
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• pp.131-154
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• 2007

The purpose of this study is to understand a information technology acceptance model and to test empirically using field survey. In order to achieve this purpose, first of all, I examined literature reviews about the theory of reasoned action(TRA), the theory of planned behavior(TPB), and the theories of technology acceptance model(TAM). Based on literature reviews, I proposed a technology acceptance model and empirically verified it through using field survey. As a result of, this study was designed to predict and to explain the factors of affecting reuses of a website. The data that were surveyed 193 users of internet were analyzed with SPSS 12.0 and AMOS 4.0. The major results of this study as follows : First, the perceived complexity is influenced by the skill & experience and the quality of system. Second, the quality of system affects the perceived usefulness. Third, the perceived complexity affects the perceived usefulness and the perceived playfulness. Fourth, reuses of a web site are influenced by the perceived usefulness and the perceived playfulness. Finally, the quality of system affects the perceived usefulness and the skill & experience affect the perceived playfulness.

• 한국IT서비스학회지
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• 제8권3호
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• pp.15-33
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• 2009

Web 2.0 which is characterized by openness, sharing with others and users' active participation has a strong impact on Individual and business environments. New technology such as open-API, RSS, collective intelligence gives various benefits to the website user. Recently, the Web 2.0 paradigm has also affected the public service. Many public service organizations are also adopting Web 2.0 applications to improve their ability for serving users more effectively. However, there is a contradiction between value of public service and that of web 2.0. Web 2.0 which pursues openness and freedom of expression can impair the accuracy and reliability of public information in the public sites. We conducted a case study on EBS which reflects the Web 2.0 strategy for websites renewal. To cope with environmental changes, EBS began reorganization of the web site and applied Web 2.0 strategy for leveraging an easy to use and user satisfaction. This research shows that how to Implement the Web 2.0 strategy and what is the limitation of it. The findings of this study suggest practical implications for Web 2.0 strategy in public web sites, especially for educational fields.

• 한국빅데이터학회지
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• 제6권1호
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• pp.179-196
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• 2021

코로나19로 인한 언택트 문화의 확산으로 타인과 접촉을 최소화할 수 있는 차박 시장의 규모가 확대되고 있다. 이에 차박캠핑에 용이한 SUV의 경우 승용 세단 판매량을 넘어섰고, 레저용 차량(RV)의 판매량은 작년 동기 대비 101% 증가하였다. 이러한 폭발적인 차박 수요의 증가에도 불구하고 차박 관련 연구는 저조하다. 이에 본 연구에서는 차박 이용자 중심의 연구를 진행하고자 하였다. 네이버 대표 차박 카페를 조사한 결과, 여러 장소의 차박지가 하나로 정리되어있는 글이나 지도, 웹사이트는 찾기 어려웠다. 또한, 기존의 캠핑 웹사이트들을 분석한 결과, 대부분 캠핑장소에 대한 정보만을 게시하고 있어 차박지의 자세한 정보를 알 수 없었다. 이에 더하여 관련 선행연구와 문헌조사를 통해 도출한 설문조사에 따르면 차박지내 쓰레기 무단 투기 문제에 대한 해결방안을 촉구하는 의견이 다수였다. 또한, 이용자들은 차박지 근처 편의시설 정보를 제공받고자 하였다. 따라서 차박지의 기본정보와 차박지 근처 편의시설 정보를 제공하는 차박 캠핑 웹사이트를 구축하고자 하였으며, 클린캠핑 인증 기능을 제공하여 차박지 쓰레기 무단투기 문제를 해결하고자 하였다. 더 나아가, 주요 웹사이트 기능인 클린캠핑 인증을 발전시켜 비즈니스 모델을 고안하였다. 비즈니스 모델은 차박 이용자들이 클린캠핑 인증 절차를 거쳐 보상을 받는 구조로 설계하였다. 클린캠핑 인증에 대한 보상은 국내 자동차 회사, 한국관광공사, 소상공인시장진흥공단과의 제휴를 통해 제공될 수 있도록 제안하였다.

• International Journal of Contents
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• 제5권3호
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• pp.50-56
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• 2009

Internet is being used for several activities by a great range of users. These activities include communication, e-commerce, education, and entertainment. Users are required to register regarding website in order to enroll web activities. However, registration can be done by automated hacking software. That software make false enrollments which occupy the resources of the website by reducing the performance and efficiency of servers, even stop the entire web service. It is crucial for the websites to have a system which has the capability of differing human users and computer programs in reading images of text. Completely Automated Public Turing Test to Tell Computers and Human Apart (CAPTCHA) is such a defense system against Optical Character Recognition (OCR) software. OCR can be defined as software which work for defeating CAPTCHA images and make countless number of registrations on the websites. This study proposes a new CAPTCHA context that is Korean CAPTCHA by means of the method which is splitting CAPTCHA images into several parts with random rotation values, and drawing random lines on a grid background by using Korean characters only. Lines are in the same color with the CAPTCHA text and they provide a distortion of image with grid background. Experimental results show that Korean CAPTCHA is a more secure and effective CAPTCHA type for Korean users rather than current CAPTCHA types due to the structure of Korean letters and the algorithm we are using: rotation and splitting. In this paper, the algorithm of our method is introduced in detail.

• 한국IT서비스학회지
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• 제18권2호
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• pp.1-16
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• 2019

Social media is one of the important marketing channels for companies, changing the way interacting with customers. Marketers attract participation from customers' in social media platforms by producing branded content, which helps them gain various marketing results such as brand awareness, web traffic, and sales. The number of the empirical studies on the effects of social media on marketing performance is still low although various success stories and studies have been published. In particular, IT companies are trying to attract users onto their websites with social media content and promotions; however, they regard the number of the visitors as a vanity metric, which has little effectiveness. The study examined the Effect of the site introduced via Facebook, a typical social medium, on customers' revisit. Precedent studies proved that revisit, one of forms of major visit for satisfactory results of a website, is suitable for analyzing the operational output on Facebook pages. The results of the study demonstrated that Facebook content has a positive impact on website inflows and revisits. Also, it turns out that the higher the average website visit depth reinforces the positive relationship between the rate of the inflow and that of the site revisit.

• Spatial Information Research
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• 제18권1호
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• pp.89-99
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• 2010

기존 축제정보 웹사이트에서 지리 정보가 텍스트 중심으로 제공되어 지리정보의 효율적인 전달이 이루어지지 않는다는 문제점이 있었다. 이를 극복하기 위해 지도를 기반으로 축제관련 최신기사를 위치기반으로 매쉬업하여 표출하는 축제정보 사이트를 구현하였다. 축제관련 신문 기사 제공방법으로 GeoRSS 기능을 활용함으로써 신문기사를 통해 최근 축제정보를 지도를 기반으로 한눈에 파악할 수 있도록 하였다. 축제정보를 지도기반으로 재조직함으로써 정보전달이 효율적으로 이루어지는 것을 확인할 수 있었고, 지도기반 최신정보 제공의 가능성과 GeoRSS 기술의 활용가능성을 확대하였다.