• Title/Summary/Keyword: Category Hierarchy

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Frameworks for Context Recognition in Document Filtering and Classification

  • Kim Haeng-Kon;Yang Hae-Sool
    • The Journal of Information Systems
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    • v.14 no.3
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    • pp.82-88
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    • 2005
  • Much information has been hierarchically organized to facilitate information browsing, retrieval, and dissemination. In practice, much information may be entered at any time, but only a small subset of the information may be classified into some categories in a hierarchy. Therefore, achieving document filtering (DF) in the course of document classification (DC) is an essential basis to develop an information center, which classifies suitable documents into suitable categories, reducing information overload while facilitating information sharing. In this paper, we present a technique ICenter, which conducts DF and DC by recognizing the context of discussion (COD) of each document and category. Experiments on real-world data show that, through COD recognition, the performance of ICenter is significantly better. The results are of theoretical and practical significance. ICenter may server as an essential basis to develop an information center for a user community, which shares and organizes a hierarchy of textual information.

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Email Classification using Dynamic Category Hierarchy and Non-negative Matrix Factorization (비음수 행렬 분해와 동적 분류체계를 사용한 이메일 분류)

  • Park, Sun;An, Dong Un
    • Annual Conference on Human and Language Technology
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    • 2009.10a
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    • pp.35-39
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    • 2009
  • 이메일의 사용증가로 수신 메일을 효율적이면서 정확하게 분류할 필요성이 점차 증가하고 있다. 현재의 이메일 분류는 베이지안, 규칙 기반 등을 이용하여 스팸 메일을 필터링하기 위한 이원 분류가 주를 이루고 있다. 클러스터링을 이용한 다원 분류 방법은 분류의 정확도가 떨어지는 단점이 있다. 본 논문에서는 비음수 행렬 분해(NMF, Non-negative Matrix Factrazation)를 기반으로 한 자동 분류 주제 생성 방법과 동적 분류 체계(DCH, Dynamic Category Hierachy) 방법을 결합한 새로운 이메일 분류 방법을 제안한다. 이 방법은 수신되는 이메일을 자동으로 분류하여 대량의 메일을 효율적으로 관리할 수 있으며, 분류 결과 사용자의 요구사항을 만족하지 못하면 메일을 동적으로 재분류 하여 분류 정확률을 높일 수 있다.

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Reconstruction of E-mail Category Using Dynamic Category Hierarchy and Document Summarization (문서요약 및 동적 분류체계를 사용한 E-mail 분류의 재구성)

  • Ahn, Chan-Min;Park, Sun;Kim, Tae-Soon;Choi, Bum-ghi;Lee, Ju-Hong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2004.05a
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    • pp.511-514
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    • 2004
  • 현재의 이메일 분류는 규칙기반, 베이시안, SVM 등을 이용하여 스팸메일을 필터링 하는 이원분류가 주로 연구되어지고 있고, 이외에도 다원분류에 대한 연구로는 클러스터링을 이용한 방법이 있다. 그러나 클러스터링에 의한 방법은 단순히 유사도에 의해 메일을 묶는 수준에 그치고 있다. 본 논문에서는 자동 문서요약 방법과 동적분류체계 방법을 결합하여 새로운 이메일 자동 다원분류 방법을 제안했다. 본 논문에서 제안한 방법은 이메일을 자동으로 분류하며 분류한 결과를 검색할 때 사용자의 요구사항을 만족하지 못하면 재분류하여 분류 빛 검색의 정확성을 높였다.

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A Study on the Domestic Architecture of Vincenzo Scamozzi (빈첸초 스카모치(Vincenzo Scamozzi)의 주거건축에 관한 연구)

  • Lee, Eun-Jung;Hong, Seok-Joo
    • Journal of The Korean Digital Architecture Interior Association
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    • v.11 no.4
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    • pp.13-20
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    • 2011
  • Vincenzo Scamozzi as the successor of Palladio stands as a major accomplishment of the task of cleanup to the classicism in 16th century. In addition, unlike the trend seen over Palladian, he shows succession and change of Renaissance villa. "L'Idea dell' Archittectura Universale; The Idea of a Universal Architecture"(1615) is a book of Scamozz's representative. This book is represented his idea for a residential building. His concepts for a residential building were analyzed through the analysis of his book and work. Scamozzi thought that domestic architecture should be designed according to he owner's social status and reputation. These concepts as decorum and this is divided into three categories. This is a threefold order, the first category and highest encompassing reigning princess and their families, who were more or less regarded as God's representatives on earth. The second category comprised noblemen and high office holders whose houses were to be, in all respects, a degree less grand, costly and dignified than the prince's residence. The third category was made up of prominent citizens and wealthy merchants whose houses were to have only moderate commoner did not come into this classification at all. - the magnifiche, honorevoli, and commune style of speech.

Comparative Evaluation of Directory Services Provided by Major Korean Search Portals: In the Field of Computer and Internet (주요 포털들의 디렉토리 서비스 비교 평가 - 컴퓨터, 인터넷 분야를 중심으로 -)

  • Park, So-Yeon
    • Journal of the Korean Society for Library and Information Science
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    • v.43 no.1
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    • pp.215-234
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    • 2009
  • This study aims to perform an evaluation of directory services provided by major Korean search portals: Naver, Daum, Yahoo-Korea, and Empas. A directory service of Open Directory is also compared. These directory services are evaluated in terms of the coverage, category creation criteria, site selection criteria, breadth and depth of hierarchy, clarity and currency of category names, order of category listing, and overall classification system. The results of this study can be implemented for the development and improvement of portal's directory services. Users can refer to the results of this study in choosing directory services from search portals.

Consumer′s Aesthetic Response to Mediating Variables and Interactive Effects of Typicality and Aesthetics Elements in Product Design (제품디자인에 있어 전형성과 심미성 요소의 상호작용과 조절변수에 의한 사용자의 심미적 반응에 관한 연구)

  • 홍정표
    • Archives of design research
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    • v.17 no.3
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    • pp.179-188
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    • 2004
  • Recently, design has emerged as a key factor of successful product development. This study reviewed the elements of form with a view point of addressing and defining the elements of aesthetics and how they influence consumer aesthetic response. Though past researches related to form aesthetics reported that form aesthetics exist as a single element with other sub-elements, this research made further investigations into form aesthetics and reported that form aesthetics in product design can be broadly divided into form aesthetics and content aesthetics. Empirical studies on each category was undertaken and from the results obtained, it was concluded that typicality is a dominant element in content aesthetics while rhythm is a dominant element in form aesthetics. Also, the study investigated the effect of conditional variables such as price and brand hierarchy on each category and it was observed that both content and form aesthetics elements are affected by conditional variables such as price and brand hierarchy, Furthermore, the study reports that both content and form aesthetics elements are mutually correlated and both categories affect user's aesthetics response. It is intended that the results obtained from this work will contribute to theoretical knowledge of aesthetic elements and can be put to use by product design and manufacturing companies.

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Evaluation of BTIP's Performance After the Implementation of PPK-BLU Policy in Indonesia

  • YUWANTARI, Vera;SUMARTONO, S.;SALEH, Choirul;SANTOSO, Bambang
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.10
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    • pp.491-499
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    • 2020
  • The implementation of PPK-BLU in Indonesia was not followed by a comprehensive change in aspects of organization, human resources, and finance. Based on this background, this study aims to provide a comprehensive evaluation of the BTIP after the implementation of the PPK-BLU policy in the implementation of telecommunications services and information to the public in Indonesia. This research used integration of the McKinsey 7S method, Analytical Hierarchy Process, and Likert scale. The integration of these methods can provide a detailed quantitative analysis. Based on the overall evaluation results of carrying out the PPK BLU, BTIP has a performance value of 81.195%, which puts it within the Good category. The McKinsey 7S elements used as a whole have the following values: one aspect is categorized as Very Good, namely, the strategy aspect with a value of 91.025%; two aspects are categorized as Good (structural aspects with a value of 86.857%, and skill aspects with a value of 81.432%); three aspects are categorized as Adequate (style aspect with a value of 76.441%, staff aspect with a value of 78.605%, and share value aspect with a value of 76.331%); one aspect is categorized as Bad, that is the system aspect with a value of 67.503%.

Development of a Scoring Model for Evaluating the Rural Healthy and Longevity Village Project using DEA and AHP (DEA와 AHP기법을 이용한 농촌건강장수마을사업 평가모형 개발)

  • Suh, Kyo;Han, Yi-Cheol;Lee, Ji-Min;Lee, Jeong-Jae
    • Journal of Korean Society of Rural Planning
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    • v.12 no.4 s.33
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    • pp.1-11
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    • 2006
  • Recently many administrative institutes try to improve the viability of rural villages. For increasing the viability, not only infrastructures but internal vitality is necessary in rural villages. Nonetheless, most of governmental projects have been focused on infrastructures. For this reason, RDA(Rural Development Administration) designed and performed the RHL(Rural Healthy and Longevity village) project. This RHL project is not easy to evaluate the outcome because it consists of very intangible project items. In this paper, we developed a scoring model to evaluate the result of the RHL project. The scoring model based on DEA(Data Envelopment Analysis) was suggested to evaluate the quantity of personal activities in each village. Personal activities are classified into five categories: regional life, social life, productive life, outdoor life and indoor life. Evaluating indices of each category are developed and weighting values are evaluated by AHP(Analytic Hierarchy Process). The developed model was applied to Kumsan village and examined its applicability.

The Political Potentials and Pitfalls of Diaspora (디아스포라의 정치적 가능성과 문제점)

  • Rhee, Suk Koo
    • English & American cultural studies
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    • v.14 no.2
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    • pp.185-206
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    • 2014
  • The concept of the "diaspora" has established itself as one of the major topics in literary and cultural studies in the first two decades of the twenty-first century. Contemporary studies on this topic tend to regard is diaspora as either as a liberatory space unmoored from a repressive national identity-formation or as a condition pregnant with challenges to the authority of a nation-state or nationalism. Viewed from within the social realities of multi-ethnic nations, however, diaspora has an alternative, darker face. For, reproduced within the concept itself, is that of a hierarchy: this hierarchy is one in which a dominant group seeks to repress the same ethnic members for their failure to conform. What is more, the cultural difference, which diaspora is believed to preserve, lends the dominant group an excuse to re-ethnicize its immigrants, subsuming them under the same extra-national category as that of the people or homeland they have left behind. By analyzing a range of historical and theoretical models, this study offers itself as an attempt to clarify the current, and often confusing, understandings of the condition of diaspora. By delving into its political potentials and discussing their possible socio-political ramifications, the study suggests that researchers of diaspora need to anchor themselves in historicity lest they end up "speaking for" their chosen subjects.

Effects of Mobile App Updates on Mobile App Rankings: Free Apps in the App Store (모바일 앱의 업데이트가 모바일 앱의 순위에 미치는 영향: 앱 스토어의 무료 앱을 대상으로)

  • Jo, Huiseung;Im, Kun Shin
    • Information Systems Review
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    • v.18 no.1
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    • pp.125-140
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    • 2016
  • Mobile applications (apps) play a significant role in the proliferation of smartphones. According to statistics from Apple, 100 million apps were downloaded in 2008. Since then, the number of cumulative app downloads have increased exponentially. By October 2014, 85 billion apps had been downloaded worldwide. Many studies have attempted to determine the factors that drive app downloads. However, unlike previous studies, we examine the effects of app updates on app rankings. To achieve this goal, we collected data on rankings (gross rankings and category rankings), update contents, reviewer ratings, and number of reviews on apps listed in the App Store. We then categorized app updates into functionality, reliability, and convenience updates following the buying hierarchy model. We found that functionality updates had a positive effect on app gross ranking whereas reliability updates had a positive effect on category ranking. Our study is the first to explore the effects of update content on app ranking. Moreover, our study provides a practical implication for mobile app developers, who should consider app updates in their product development strategy.