• Title/Summary/Keyword: Association Rules Analysis

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A Study on Promotion Strategy of Categorized Mobile Apps using Datamining (데이터마이닝을 이용한 모바일앱 구분 별 촉진 전략에 관한 연구)

  • Jeong, Tae-Seok;Shin, Yong-Jae;Yim, Myung-Seong
    • Journal of Digital Convergence
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    • v.10 no.5
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    • pp.339-349
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    • 2012
  • Smartphones which represent to the Mobile convergence, is the rapid spread, more than half of Korean are using. Accordingly, mobile apps that run on smartphone market is growing at a rapid pace. However, most studies on smartphone and mobile apps are focusing on the technology acceptance and improvement of function. So, this study is to suggest promotion strategy to each mobile apps, analyzed through three phases. First phase is the frequency analysis that deduct most frequently used mobile apps. Second phase is association rules that found to associate between mobile apps. Finally, to analyze deduction techniques for acquired 5 mobile apps to target variable in pre-2 phase use total 35 variables of 20 mobile apps categories, demographic variables, amount of PC, movie, music, book, game usage and fees per month.

Water Demand and Supply Stability Analysis Using Shared Vision Model (Shared Vision 모형을 이용한 용수수급의 안정성 분석)

  • Jeong, Sang-Man;Lee, Joo-Heon;Ahn, Joong-Kun
    • Journal of Korea Water Resources Association
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    • v.37 no.7
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    • pp.569-579
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    • 2004
  • Recently, the extreme drought is often occurred due to the global warming and the serious weather changes. Also, the problems of the water pollution In the developed areas, the oppositions from people in the upper stream area and water concession from the local governments affect the national request to get more clean water resources in upper stream of the undeveloped areas. It also brings on the necessity of recognition for water supply managements. Therefore, as the water demand is rapidly changes in the metropolitan areas, the capability of water supply from the north Han river basin dams should be appropriately investigated. In this study, we developed a simulation system using STELLA (equation omitted) software environment, a shared vision model, to analyze the possibility of the stable water supply from north Han river basin dams. Also, three different rules are applied on this model by dividing the water level to minimum(Rule 1), medium(Rule 2) and maximum(Rule 3). Using the rules, the safety yield changes are analyzed for dam rule curve of the reservoir and hydropower release.

Formal Method for Specification and Verification of Behavioral Equivalences of Real-time Navigation and Transportation Systems Based on Abstraction (추상화에 기반을 둔 실시간 항법 및 배송 시스템의 명세 및 행위적 동일성 검증을 위한 정형 기법)

  • Lee, Moon-Kun;Choi, Jung-Rhan
    • The Journal of the Korea Contents Association
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    • v.6 no.11
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    • pp.202-216
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    • 2006
  • A number of process algebras are not well suitable for real-time navigation/delivery systems due to the following reasons: 1) lack of representation of process distributivity over some geographical space and 2) the indistinction of representation of process mobility from process distributivity over the space. To make the process algebra suitable to the systems, it seems to be necessary to separate the space representation from the mobility representation. This paper presents a formal method for this purpose, namely, Calculus of Abstract Real-Time Distribution, Mobility, and Interaction (CARDMI). For analysis and verification of behavioral properties, CARDMI defines a set of the spatial, temporal and the interactive deduction rules and a set of equivalence relations. The rules and equivalences can be abstracted hierarchically due to the spatial abstraction, too. CARDMI can be applied to virtual navigation/delivery system for contents, too.

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Construction of an Hybrid Firewall for School Networks and Implementation of a Graphical Interface for Access Control Rules (학교망을 위한 혼합방화벽 구축 및 접근제어 규칙을 위한 그래픽 인터페이스 구현)

  • Park, Chan-Jung
    • The Journal of Korean Association of Computer Education
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    • v.3 no.2
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    • pp.67-75
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    • 2000
  • Due to the advantages of Internet, many teachers use Internet as an educational tool and due to the computerized works in schools, the usages of the Internet increase. However, because of the openness of the Internet, the sensitive data of an organization are exposed to outsiders and the Internet-based working has some problems such as the corruptions of instructional data or on-line assessment results. The need for protecting a school network from outsiders increases but the school networks with firewalls rarely exist. In this paper, in order to solve the security problem of a school network, we construct a hybrid firewall for school networks. In addition, we implement a graphical user interface for teachers to set up the access control rules of a hybrid firewall easily. The interface also provides the facilities such as log analysis, a real-time monitor for network traffics, and the statistic on traffics.

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Real Cases and Problems of Provisions of Election Broadcasting Deliberation - Focused on Case Analysis of Election Broadcasting Deliberation in 2002${\sim}$2008 (선거방송심의규정의 실제 적용과 문제점 - 2002${\sim}$2008년 선거방송심의 사례분석을 중심으로)

  • Yun, Sung-Oak
    • Korean journal of communication and information
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    • v.45
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    • pp.384-424
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    • 2009
  • To date, the theoretical discussions on ‘Election Broadcasting Deliberation Systems’ have been made, but few researches have been made on the empirical cases of such broadcasting provisions. Therefore, this research thesis is to gather and analyze cases of the Election Broadcasting Deliberation, and then find out problems from the operation of the real Election Broadcasting Deliberation, and furthermore, seek a way to improve the provisions of Election Broadcasting Deliberation. Also, this thesis is to analyze the real cases of items of ‘Fairness’, as the key ones of Election Broadcasting Deliberation. This research thesis took up as a major agendum, the necessity of overhauling provisions of Election Broadcasting Deliberation/the problems that provisions and restrictions are inconsistent/the outstanding issue of the violated fairness rules. In this regard, this thesis maintained the importance of reconsidering fairness rules of news.

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Comparison and Analysis of Science and Technology Journal Metadata (해외 과학기술 학술논문 메타데이터의 비교 분석)

  • Lee, Min-Ho;Lee, Won-Goo;Yoon, Hwa-Mook;Shin, Sung-Ho;Ryou, Jae-Cheol
    • The Journal of the Korea Contents Association
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    • v.11 no.9
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    • pp.515-523
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    • 2011
  • It is important to manage large amount of information from various information providers for supporting recent information services such as providing global research trends, detecting emerging signal and listing leading researchers. For integrated management, definition of integrated metadata schema, data transformation and schema matching are needed. It is first necessary to analyze existing various metadata for defining integrated metadata schema. In this paper, we have analyzed several metadata of scientific journal papers by classifying semantics, content rules and syntax, and looked around considerations to make integrated schema or transform metadata. We have known that XML is used as a syntax for supporting convenience and various usage condition, and hierarchy element names and common elements in semantics are needed. We also have looked at elements having various content rules and related standards. We hope that this study will be used as basic research material of metadata integrated management, data transform and schema matching for interoperability.

Improvement of DHP Association Rules Algorithm for Perfect Hashing (완전해싱을 위한 DHP 연관 규칙 탐사 알고리즘의 개선 방안)

  • 이형봉
    • Journal of KIISE:Databases
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    • v.31 no.2
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    • pp.91-98
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    • 2004
  • DHP mining association rules algorithm maintains previously independent direct hash table to reduce the sire of hash tree containing the frequency number of each candidate large itemset. It performs pruning by using the direct hash table when the hash tree is constructed. The mort large the size of direct hash table increases, the higher the effort of pruning becomes. Especially, the effect of pruning in phase 2 which generate 2-large itemsets is so high that it dominates the overall performance of DHP algorithm. So, following the speedy trends of producing VLM(Very Large Memory) systems, extreme increment of direct hash table size is being tried and one of those trials is perfect hash table in phase 2. In case of using perfect hash table in phase 2, we found that some rearrangement of DHP algorithm got about 20% performance improvement compared to simply |H$_2$| reconfigured DHP algorithm. In this paper, we examine the feasibility of perfect hash table in phase 2 and propose PHP algorithm, a rearranged DHP algorithm, which uses the characteristics of perfect hash table sufficiently, then make an analysis on the results in experimental environment.

An Exploratory Study on Smart-Phone and Service Convergence (스마트폰과 서비스 컨버전스에 대한 탐색적 연구)

  • Rho, Mi-Jung;Kim, Jin-Hwa;Lee, Jae-Beom
    • The Journal of Society for e-Business Studies
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    • v.15 no.4
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    • pp.59-77
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    • 2010
  • The purpose of this study is to examine the relationship between the smart-phone and the existing service convergence to find out the future direction in convergence pattern in e-business. To analyze the data and to derive the result, the association rules are applied. As a result, the findings are as followings. Firstly, it is observed that the usage patterns of smart-phone and the existing service convergence are very similar. This means that the convergence of smart-phone can be predicted through the usage pattern of the existing users. Secondly, through the analysis on the convergence patterns of smart-phone usages and the existing services, the smart-phone's link to home networking and office equipments can significantly conform to the user's requirements. It is meaningful that this research has newly approached to the future direction of e-business and the future convergence paradigm by analyzing the relationship between the usage patterns of smart-phone users and the existing service convergence.

A Specification of Charterparty Incorporated in a Bill of Lading under English Law (영국법상 선하증권에 편입된 용선계약의 특정)

  • Lee, Won-Jeong
    • Journal of Korea Port Economic Association
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    • v.25 no.1
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    • pp.169-190
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    • 2009
  • In order to establish whether any charterparty terms are incorporated into the bill of lading, the first necessity is to specify the charterparty alluded to the incorporation clause in the bill of lading. However, this becomes a potential problem where the date of a charterparty is not inserted on the face of the bill of lading in case a vessel is in operation under a number of charterparties. Over many years this issue has frequently been raised before the English courts, but it is still causing problems. The purpose of this study is to examines the several English authorities which dealt with the issue relating to the specification of charterparty incorporated into the bill of lading and to present some interpretation rules and the order of priority. As a result, the comparative analysis of English authorities shows that they failed to give dear guidance on this issue. This article therefore suggests four interpretation rules such as the precedence of a B/L's face, the rule of appositeness, surrounding circumstances, the contra proferentem rule and shows that the precedence of a B/L's face is most applicable for all parties.

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On-Line Mining using Association Rules and Sequential Patterns in Electronic Commerce (전자상거래에서 연관규칙과 순차패턴을 이용한 온라인 마이닝)

  • 김성학
    • Journal of the Korea Computer Industry Society
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    • v.2 no.7
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    • pp.945-952
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    • 2001
  • In consequence of expansion of internet users, electronic commerce is becoming a new prototype for marketing and sales, arid most of electronic commerce sites or internet shopping malls provide a rich source of information and convenient user interfaces about the organizations customers to maintain their patrons. One of the convenient interfaces for users is service to recommend products. To do this, they must exploit methods to extract and analysis specific patterns from purchasing information, behavior and market basket about customers. The methods are association rules and sequential patterns, which are widely used to extract correlation among products, and in most of on-line electronic commerce sites are executed with users information and purchased history by category-oriented. But these can't represent the diverse correlation among products and also hardly reflect users' buying patterns precisely, since the results are simple set of relations for single purchased pattern. In this paper, we propose an efficient mining technique, which allows for multiple purchased patterns that are category-independent and have relationship among items in the linked structure of single pattern items.

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