• Title/Summary/Keyword: big data service

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Proposal of IT Trend and Prospect-Conscious Research Issues on Internet (인터넷 관련 IT 동향 및 전망을 통한 연구이슈 제안)

  • Song, In Kuk
    • Journal of Internet Computing and Services
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    • v.18 no.1
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    • pp.153-160
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    • 2017
  • Due to the endeavors and performances of many IT firms, as well as the government supports, the IT capability of Korea was ranked in the top 8th position by Huawei in 2015. Specifically, as far as the wire & wireless network and Internet speed, Korea has taken pride in possessing the competitive advantage. However, many academic and practical experts began to point out the lack of systematic research management on Internet. The purpose of the study is to identify various research issues on Internet and to verify their appropriateness. In addition, the study examined their recent trends and provided the prospect of the future Internet-related researches. Consequently, the finding indicates that the rigorous endeavors and outcomes for each proposed research issue have been resulted in and will be continued. The study anticipates the growing demands of researches in the fields of future network, multimedia application, big data, artificial intelligence, and Internet security.

PReAmacy: A Personalized Recommendation Algorithm considering Contents and Intimacy between Users in Social Network Services (PReAmacy: 소셜 네트워크 서비스에서 콘텐츠와 사용자의 친밀도를 고려한 개인화 추천 알고리즘)

  • Seo, Young-Duk;Kim, Jeong-Dong;Baik, Doo-Kwon
    • Journal of KIISE:Databases
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    • v.41 no.4
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    • pp.209-216
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    • 2014
  • Various characteristics of social network contents such as real-time, people relationship and big data can help to improve personalized recommender systems. Among them, 'people relationship' is a key factor of recommendation, so many personalized recommender systems utilizing it have been proposed. However, existing researches can not reflect personal tendency and are unable to provide precise recommendations in various domains, because they do not consider intimacy among people. In this paper, to solve these problems, we propose PReAmacy, a Personalized Recommendation Algorithm, considering intimacy among users and various characteristics of social network contents. Our experimental results indicate that not only the precision of PReAmacy is higher than that of existing algorithms, but intimacy is of great importance in PReAmacy.

A study on the aspects of utilization of the dental services for the old and their related factors (일부지역 노인의 구강진료 이용행태와 관련요인)

  • Yu, Mi-Sun;Cheon, Hye-Won;Ju, On-Ju
    • Journal of Korean society of Dental Hygiene
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    • v.11 no.5
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    • pp.791-799
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    • 2011
  • Objectives : This study aimed at examining the aspects of utilization of the dental services in some regions and analyzing the related factors with a view to helping the old solve the dental problems and overcome the difficulties. Methods : This investigation was intended for 422 old people living in Jeon-ju city and Jang-su county from July 18, 2006 to August 25 by direct interviewing posing questions. The survey data sets were analyzed by chi-square, correlation, multiple regression and logistic regression. Results : 1. The average number of the existing teeth per an old person was 13.6 and the 28.8% of the old who didn't use denture called for dentures. 2. The annual coefficient of utilization in dental services for an old person was 52.3% and the annual average visits to dental clinics were 3.12 days while 38.6% of the old experienced illegal dental treatments. 3. The affecting factors on the dental utilization for treatment were as follows: family income, dental clinics available, the number of existing teeth, the days of dental trouble, the recognition of the prevention of the dental disease, the knowledge for the dental treatment and the oral health judged by himself. 4. The major variables influencing the utilization of dental services were spouse presence, form of family, income, having a regular dental care, denture presence and the experience of inconvenience in living. Conclusions : To conclude, the following suggestions could be made. First, It was necessary that enforcement practice of free dental prosthesis service and application to the national health insurance in old people's prosthetic therapy for government support because the economic factor was barrier to utilization of the dental services. Second, Dental clinic was required to the health center because availability of common dental services was big impact in utilization of the dental services.

An Empirical Study about Medium and Small Enterprises Information System User Satisfaction (중소기업 정보시스템 사용자 만족도에 관한 실증적 연구)

  • Kim, Dong-I
    • Proceedings of the KAIS Fall Conference
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    • 2008.11a
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    • pp.484-487
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    • 2008
  • This study investigates and analyzed to whole public offering listed company whether enterprise's integration information system exercises some influence on business users. Many medium and small enterprise introduce and operate new integrated system, but there was difficulty in Productivity Analysis that is real by unstableness of system, preservation and insufficiency of management control etc. Therefore, in this study, designed study model and research hypothesis laying stress on information strategy, system quality, information quality of information support agents to measure integration information system to relative stable enterprise. This study may become data that is useful in stable system introduction in various field of industry hereafter medium and small enterprises. This study Was construed by thing which degree that give influence of positive in user satisfaction as findings information system quality, quality of service, information support agents is good in study analysis is very high. The other side, information strategy was expose for factor that do not exert big influence on user's satisfaction, and got sequence that is affected in some degree if user satisfaction is high in details article.

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Design of Encryption/Decryption IP for Lightweight Encryption LEA (경량 블록암호 LEA용 암·복호화 IP 설계)

  • Sonh, Seungil
    • Journal of Internet Computing and Services
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    • v.18 no.5
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    • pp.1-8
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    • 2017
  • Lightweight Encryption Algorithm(LEA) was developed by National Security Research Institute(NSRI) in 2013 and targeted to be suitable for environments for big data processing, cloud service, and mobile. LEA specifies the 128-bit message block size and 128-, 192-, and 256-bit key sizes. In this paper, block cipher LEA algorithm which can encrypt and decrypt 128-bit messages is designed using Verilog-HDL. The designed IP for encryption and decryption has a maximum throughput of 874Mbps in 128-bit key mode and that of 749Mbps in 192 and 656Mbps in 256-bit key modes on Xilinx Vertex5. The cryptographic IP of this paper is applicable as security module of the mobile areas such as smart card, internet banking, e-commerce and IoT.

Inventory policy comparison on supply chain network by simulation technique

  • Park, Nam-Kyu;Choi, Woo-Young
    • Journal of Navigation and Port Research
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    • v.34 no.2
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    • pp.131-136
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    • 2010
  • The aim of the paper is to solve the problem of customer reduction due to the difficulty of parts sourcing which impacts production delay and delivery delay in SC networks. Furthermore, this paper is to suggest the new inventory policy of MTS in order to solve the problem of current inventory policy. In order to compare two policies, a LCD maker is selected as a case study and the real data for 2007 years is used for simulation input. The maker uses MTO policy for parts sourcing which has the problem of lead time even if it has some advantage of inventory cost. Based on current process. The simulation program of AS-IS model and TO-BE model using ARENA 10 version is developed for evaluation. In a result, the order number of two policies shows that MTO is 52 and MTS is 53. However the quantity of order shows big difference such that MTO is 168,460 and MTS is 225,106. Particularly, the lead time of new inventory policy shows much shorter that that of MTO such that MTO 100 is days and MTS is 16 days. In spite of short lead time by MTS policy, new policy has to take burden of inventory cost per year. Total inventory cost per year by MTS policy is US$ 11,254 and each part inventory cost is that POL is US$ 1,807, LDI is US$ 2,166 and Panel is US$ 7,281. The implication of the research is that the company has to consider the cost and the service simultaneously in deciding the inventory policy. In the paper, even if the optimal point of deciding is put into tactical area, the ground of decision is suggested in order to improve the problem in SC networks.

The Complaining Rate of Physical Self -Consciousness Symptoms for College Students in Taegu, Korea (대구지역 대학생의 신체자각증상 호소율)

  • 신두만;남철현
    • Korean Journal of Health Education and Promotion
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    • v.19 no.1
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    • pp.45-58
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    • 2002
  • This research was conducted to understand and analyze the physical awareness symptoms of college students and get fundamental research data essential to provide efficient student guidance and public health service at schools. The survey was carried out for 1 month from May 7th, 2001 to June 7th, 2001. The interviewees were 950 enrolled students at junior colleges in Daegu. 26.5% of them were men and 73.5% women. Among the surveyed, public health majors were 76.9%. Daytime students were 64.1 %, and the majority of the students, 42.8%, were atheistic. 56.0% of the students grew up in big cities, 22.2% in medium and small-sized cities, and 21.8% in farming and fishing communities. 66.1 % used public transportation. The majority of the students, 48.7%, answered that the satisfaction level for their majors was average. The result shows that the ocular fatigue was indicated as a greatest complaint, and the female students showed the higher complaint rate than the males. In the study of the complaining rate of physical symptoms by major, the public health majors showed the highest complaining rate in gasping when going up/down stairs, shoulder pain, a burning feeling on empty stomach, and leg/knee pain. On the other hand, the highest complaint factors for the technical majors were ocular fatigue and the feelings of heavy head. In the study of the complaining rate of physical symptoms by transportation, gasping during going up/down stairs and shoulder pain were most common, which were 52.2% and 36.0% respectively. In the study of the insecurity response distribution by transportation, college students who drive a car showed 3.8% and students using public transportation 3.7%. In the study of the insecurity response by subject satisfaction, students who answered dissatisfactory were 8.3%, average 3.9%, satisfied 3.0%. Therefore, it was concluded that students who were dissatisfied with their subjects showed the higher rate of insecurity response. it can be recommended that a school health education program regarding ocular fatigue and shoulder pain should be developed.

Development of Lighting Control System Based on Location Positioning for Energy Saving (에너지 절약을 위한 위치측위 기반 조명 제어 시스템 개발)

  • Cho, Kyoung-Woo;Jeon, Min-Ho;Oh, Chang-Heon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.12
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    • pp.2968-2974
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    • 2014
  • When lighting has installed indoor, we control lighting using human-detecting sensors for people who pass at night and places that are lack of quantity of light. However, malfunction can be caused by positions of inappropriate sensors, and in the case of passages of big buildings, it is a problem that even after a person pass, light apparatuses are turned on for a long time. In this paper, we propose lighting control system based on location positioning for energy saving that control lighting in accordance with passers's position through indoor location positioning. This system use the fingerprinting technology that is one of the location positioning technologies and RSSI data that is collected by a smart device. Using those, it can turn on only lightings that are included in the positioned location and reduce unnecessary power consumption. As a result of experiment, on condition that four people were existing and illumination was 308 lux, we assured reduction effect of 49 Wh.

An empirical study Influencing the Wireless Battery Charger on Choice to Repurchase Intention : Based Big Data Analysis (사물인터넷 관련 실증연구에 대한 문헌적 분석 : 빅 데이터 분석을 중심으로)

  • Nam, Soo-Tai
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.10a
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    • pp.130-133
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    • 2015
  • Recently, with information communication technology becomes advanced, the importance of future internet is emphasized and in part of that, internet of things is magnified in terms of importance and usage in public and private sector. Because of that, as the interest in this area out focused, many kinds of technology and new service are being exploited in this field. Therefore, we conducted a review research based on the internet of things. Also, this study was targeted a total of 34 research papers that are setting up the related internet of things among the research papers published in domestic academic journals since 2010. In this review, the studies related internet of things showed that the most is studied between 2014 and 2015. This study suggests practical and theoretical implications based on the results.

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A Study on the Dependence of Mobile Instant Messenger (모바일 인스턴트 메신저 의존도에 관한 연구)

  • Kim, Jae-Jon;Lee, Yunhee;Nho, Hee-Ock;Park, Kyung-Ja
    • The Journal of Information Systems
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    • v.23 no.1
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    • pp.225-246
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    • 2014
  • With the recent establishment of a ubiquitous environment and the paradigm shift to a smart society, the use of mobile devices, such as smart phones and tablet PCs, has become widespread. Thus, the trend is gradually shifting from using Web-based Instant Messenger to using Mobile-based Instant Messenger. Mobile Instant Messenger refers to a service that allows instant messaging as well as data sending and receiving between individuals with exclusive application programs(mobile Apps), which can be used in portable devices-such as smart phones-with wireless Internet access. Korea's portal sites, telecommunication companies, and even big companies have all rushed into the MIM market to join the competition. The reason so many companies are showing interest in the MIM business is because it is rising as a core platform to substitute portal sites in the mobile society, and MIM is perceived as the best means to attract and secure users. The intention to reuse or use continually was considered an important factor in maintaining a dominant position amidst such fierce competition, and consequently, most research thus far has reflected such thought. However, the frequent or long-term use of a system alone cannot indicate the definite success of the system, nor guarantee its dominant position in the market. On the contrary, MIM dependence, which goes beyond simple repetitive use and indicates a state where users actually or emotionally depend on a specific system, can better explain the user action. However, not much research has been conducted on dependence. The research results showed that lively message, concise message, message responsiveness, and social belonging significantly affected perceived usefulness. Message responsiveness, Link, and social belonging significantly affected flow. Flow significantly affected MIM dependence, and perceived usefulness did not affect MIM dependence. This study has proven that lively message, concise message, message responsiveness, Link, social belonging and perceived usefulness are important antecedents and mediating factors of MIM dependence. Moreover, this study is significant in that it explains the overall process of MIM dependence, and expands on the variety and scope of research that can be applied to MIM-related studies.