• Title/Summary/Keyword: 비례 문제

Search Result 449, Processing Time 0.028 seconds

Answering User Queries on Online Learning Platforms through Natural Language Processing and Keyword Visualization Using Word Cloud (자연어처리를 통한 온라인 학습 플랫폼 사용자 질의 답변 및 Word cloud를 활용한 키워드 시각화)

  • Kyong Rok Yoo;Young-Seob Jeong
    • Proceedings of the Korean Society of Computer Information Conference
    • /
    • 2024.01a
    • /
    • pp.351-354
    • /
    • 2024
  • 최근 온라인 학습의 비중이 증가함에 따라 온라인 학습 서비스의 일부인 온라인 상담 부분도 비례하여 증가하고 있으며, 많은 상담량으로 인해 상담 서비스의 품질이 저하되고 답변의 속도, 효율성도 감소하는 문제가 발생한다. 국내 교육기관에서는 서비스 개선과 사용자 맞춤형서비스를 제공하기 위해 다양한 연구를 진행하고 있으며 민원을 처리하는 챗봇 등 자동 답변 서비스 도입을 추진하고 있다. 챗봇 및 자동 답변 서비스는 서비스 제공자 입장에서 저예산으로 단순한 질문에 대하여 신속하고 효율적인 서비스를 제공할 수 있으며 서비스 이용자는 즉각적인 답변과 유사한 답변 예시를 확인함으로 질문을 빠르게 해결할 수 있는 장점이 있다. 국가 공공기관에서 제공하는 학습 서비스는 단순하고 반복적인 문의가 많고 정형적인 질의응답이 주로 등록이 되고 있다. 자동 답변 서비스는 이런 문제점을 해결할 수 있는 대안이 된다. 서비스 이용자가 등록한 문의를 기반으로 학습한 답변 서비스는 담당자의 반복된 업무처리 경감과 사용자의 답변감소, 일관된 답변처리로 서비스 품질개선에 큰 영향을 줄 수 있다. 본 연구에서는 사용자의 질문에 효율적인 답변 및 민원 처리 서비스를 제공할 수 있는 방법을 제시하며, 관리자의 업무능력 향상과 효율성을 위해 기간별 키워드 빈도수를 계산하여 Word cloud를 생성하여 제공함으로써 사용자들에게 일정 기간 내 빈도수가 높은 키워드 관련 공지 및 안내를 할 수 있도록 한다.

  • PDF

Energy Aware Routing Algorithm using Partial Path Setting for Ad hoc Network (애드혹 네트워크에서의 부분 경로 설정 기반의 에너지 효율적 라우팅 알고리즘)

  • Jung, Hoi-Tae;Suh, Hyo-Joong
    • Annual Conference of KIPS
    • /
    • 2007.11a
    • /
    • pp.564-567
    • /
    • 2007
  • 애드혹 네트워크는 무선 모바일 기기들만으로 구성 가능한 네트워크로서 무선 모바일기기의 특성상 제한된 에너지를 사용하게 된다. On-Demand 방식의 DSR(Dynamic Source Routing), PSR(Power-aware Source Routing)은 애드 혹 네트워크의 특성에 적합한 라우팅 프로토콜로 경로 탐색 시 브로드 캐스팅을 통해 단말기의 이동성과 전력 보유량을 고려하여 경로를 설정한다. 이러한 경로 탐색 기법은 네트워크를 구성하는 노드 수에 비례하여 경로 탐색시 소모되는 에너지 오버헤드가 증가하므로 대량의 노드들로 이루어진 애드혹 네트워크에서는 상당한 에너지 낭비를 초래한다. HPSR(Hierarchical Power-aware Source Routing)은 이러한 경로 탐색 오버헤드 문제를 보조경로를 이용해 감소 시켰지만, 초기 주 경로가 결정되는 시간에 보조경로 역시 동시에 결정 되는 특성을 가지고 있어, 경로를 이루는 노드의 에너지 정보가 시간적으로 낙후되고 실제 사용 시에는 에너지 효율이 낮은 경로가 되는 문제점이 발생한다. 본 논문에서는 노드들의 최신 에너지 정보로 부분 경로 설정을 함으로써 경로 탐색 오버헤드를 감소시킴과 동시에 변경된 경로의 에너지 효율도 최적화 시킬 수 있는 기법을 제안 한다.

Systematic Bias of Telephone Surveys: Meta Analysis of 2007 Presidential Election Polls (전화조사의 체계적 편향 - 2007년 대통령선거 여론조사들에 대한 메타분석 -)

  • Kim, Se-Yong;Huh, Myung-Hoe
    • The Korean Journal of Applied Statistics
    • /
    • v.22 no.2
    • /
    • pp.375-385
    • /
    • 2009
  • For 2007 Korea presidential election, most polls by telephone surveys indicated Lee Myung-Bak led the second runner-up Jung Dong-Young by certain margin. The margin between two candidates can be estimated accurately by averaging individual poll results, provided there exists no systematic bias in telephone surveys. Most Korean telephone surveys via telephone directory are based on quota samples, with the region, the gender and the age-band as quota variables. Thus the surveys may result in certain systematic bias due to unbalanced factors inherent in quota sampling. The aim of this study is to answer the following questions by the analytic methods adopted in Huh et al. (2004): Question 1. Wasn't there systematic bias in estimates of support rates. Question 2. If yes, what was the source of the bias? To answer the questions, we collected eighteen surveys administered during the election campaign period and applied the iterated proportional weighting (the rim weighting) to the last eleven surveys to obtain the balance in five factors - region, gender, age, occupation and education level. We found that the support rate of Lee Myung-Bak was over-estimated consistently by 1.4%P and that of Jung Dong-Young was underestimated by 0.6%P, resulting in the over-estimation of the margin by 2.0%P. By investigating the Lee Myung-Bak bias with logistic regression models, we conclude that it originated from the under-representation of less educated class and/or the over-representation of house wives in telephone samples.

Study on the determinants of employment duration in the youth-intern project (중소기업 청년인턴 취업자의 재직기간 분석)

  • Park, Sungik;Ryu, Jangsoo;Kim, Jonghan;Cho, Jangsik
    • Journal of the Korean Data and Information Science Society
    • /
    • v.27 no.2
    • /
    • pp.285-294
    • /
    • 2016
  • In general, employment duration is influenced by the individual characteristics (level-1) as well as type of the occupational characteristics (level-2). That is, the data has hierarchical structure in the sense that individual employment duration is influenced by the individual-level variables (level-1) and the job-level (level-2) variables. In this paper, we study the determinants of the employment duration of youth-intern in the SMEs (small and medium enterprises) using Cox's mixed effect model. Major results at level-1 variables are as followings. First, the hazard rate of treatment group is lower than that of control group. Second, the hazard rate of woman is lower than that of man. Also, the hazard rate is lower, for the older and the workers working in the bigger company. Investigation of level-2 variables has shown that random effect for job-level is statistically significant.

Design and Implementation of Crash Recovery Technique with Bounded Execution Time for NAND Flash File System (낸드 플래시 파일 시스템을 위한 결함 복구 시간 제한 기법의 설계 및 구현)

  • Kang, Seung-Yup;Park, Hyun-Chan;Kim, Ki-Man;Yoo, Chuck
    • Journal of KIISE:Computer Systems and Theory
    • /
    • v.37 no.6
    • /
    • pp.330-338
    • /
    • 2010
  • Flash storage devices are very popularly used in portable devices such as cell phones, PDAs and MP3 players. As technology is improved, users want much bigger and faster storage system. Paradoxically, people have to wait more and more time proportionally to the capacity of their storage devices when these are trying to be recovered after file system crash. It is serious problem because booting time of devices is dominated by crash recovery of flash file system. In this paper, we design a crash recovery mechanism, named 'Working Area(WA hereafter)' technique, which has bounded crash recovery execution time. With WA technique, write operations to flash memory are only performed in WA. Therefore, by simply scanning the latest WA. We can recover a file system crash because every change for flash memory is occured only in latest WA. We implement the WA technique based on YAFFS2 and evaluate by comparing with traditional techniques. As a result, WA technique shows that its crash recovery execution time is 25 times faster than Log-based Method when we use 1 gig a bytes NAND flash memory in worst case. This gap will be futher and futher as storage capacity grows.

A Study of Meshless Method Programming (무요소법 프로그래밍에 관한 연구)

  • 김학수;배동명
    • Journal of the Korean Society of Fisheries and Ocean Technology
    • /
    • v.38 no.2
    • /
    • pp.110-118
    • /
    • 2002
  • The element free Galerkin method has been suggested by Belyschko, etc. it is applied for linear elastic analysis of solid problems and its convergence characteristics and stability are shown according to the weight function, influence domain and scattered points. The various numerical examples are performed to check the efficiency of 1D EFG and 2D EFG program by changing factors. As a result it have the best results when it used the cubic spline weight function and the scaling parameter d$_{max}$=2. These programs were developed by mixed language programming method using Visual Basic and the C language. so it is fast and efficient. and visually shown the result.t.

An Analysis of the Optimal Integration of Korea's Public Pension Schemes (공적연금(公的年金)의 적정급여구조(適正給與構造)에 관한 연구(硏究))

  • Yoo, Il-ho
    • KDI Journal of Economic Policy
    • /
    • v.12 no.4
    • /
    • pp.113-126
    • /
    • 1990
  • With the introduction of the national pension, efficient integration of Korea's four public pension schemes has been discussed. The main point of such discussions is whether to have a progressive scheme or an income-proportional one. Under the assumption of a perfect labor market, it has been proved in the income tax literature that the regressive tax scheme with the 0 % tax rate to the most able person (person earning highest income) is pareto efficient, if there is an incentive problem in the labor supply. In this paper, a life-cycle model with a linear benefit schedule, when there is uncertainty about future earning ability, is studied. It is proved that the second best pension scheme is that having a progressive benefit schedule. This result implies that integration into a progressive pension scheme, like the current national pension, is required not only for efficiency but also for equity.

  • PDF

A Study on Inter-agency Fare Allocation Methods under the Integrated Distance-based Fare System in Seoul (서울시의 대중교통 통합거리비례요금제 하에서 운영기관 간 요금정산방안에 관한 연구)

  • Yun, Ji-Hyeon;Kim, Seong-Su
    • Journal of Korean Society of Transportation
    • /
    • v.25 no.1 s.94
    • /
    • pp.37-47
    • /
    • 2007
  • The Integrated Public Transport Reforms of the Seoul Metropolitan Government, which were implemented on the $1^{st}$ of July. 2004, launched a new fare allocation method. However, when a Private transit operator or a new transport system is introduced into the existing system, it will cause an allocation problem. Therefore, this study aims to Propose a rational fare allocation method which can be applicable regardless of the number of Public transportation modes or operators. To create alternatives, this study has adopted a fundamental principle of revenue allocation methods for the transit or communications sectors, and has applied it to the current transit system of Seoul. This study kas analyzed results of the cost recovery ratios and characteristics of each alternative through case studies. This study kas Presented an assessment criterion Z in order to select an optimal alternative. The criterion consists of the sum of the cost recovery ratio of each operator and the difference of the cost recovery ratio for each agency in inter-agency transit. Using the assessment criterion. the results showed that Alternative 1 is superior to the others : Alternative 1 is considering passenger-km of each operator and unit cost of passenger-km for each operator.

Ethical Justification of Capital Punishment - Retributive Argument against the Death Penalty - (사형제도의 윤리적 정당성 - 사형에 대한 응보론적 논증을 중심으로 -)

  • Lee, Yun-bok
    • Journal of Korean Philosophical Society
    • /
    • v.145
    • /
    • pp.351-380
    • /
    • 2018
  • In every society, citizens must decide how to punish criminals, uphold the virtue of justice, and preserve the security of the community. In doing so, the members of society must ask themselves how they will punish those who carry out the most abhorrent of crimes. Many common responses to such a question is that death is an acceptable punishment for the most severe crimes. But to draw some theoretical distinction between a crime that deserves incarceration and a crime that is so heinous that it deserves capital punishment is subject to three errors. First, what possible line could be drawn? To decide on a particular number of deaths or to employ any standard would be arbitrary. Second, the use of a line would trivialize and undermine the deaths of those whose murderers fell below the standard. Third, any and all executions still are unjust, as the State should not degrade the institution of justice and dehumanize an individual who, although he or she has no respect for other human life, is still a living person. Simply put, all murders are heinous, all are completely unacceptable, and deserve the greatest punishment of the land; however, death as punishment is inappropriate. Also, while this article arrives at the conclusion that the death penalty is an inappropriate form of punishment, I have not offered an acceptable alternative that would appease those who believe capital offenders deserve a punishment that differs in its quality and severity. This is a burden that, admittedly, I am unable to meet. I finally conclude that the death penalty is unjustified retribution. This is the only claim that can effectively shift the intellectual paradigms of the participants in the debate. The continued use of the death penalty in society can only be determined and influenced by the collective conscience of the members of that society. As stated at the outset of this article, it is this essentially moral conflict regarding what is just and degrading that forms the backdrop for the past changes in and the present operation of our system of imposing death as a punishment for crime.

Determining Transit Vehicle Dispatching Time (최적 배차시각 설정에 관한 해석적 연구)

  • Park, Jun-Sik;Go, Seung-Yeong;Kim, Jeom-San;Gwon, Yong-Seok
    • Journal of Korean Society of Transportation
    • /
    • v.25 no.3
    • /
    • pp.137-144
    • /
    • 2007
  • This study involves an analytical approach to determine transit dispatching schedules (headways) Determining a time schedule is an important process in transit system planning. In general, the transit headway should be shorter during the peak hour than at non-peak hours for demand-responsive service. It allows passengers to minimize their waiting time under inelastic, fixed demand conditions. The transit headway should be longer as operating costs increase, and shorter as demand and waiting time increase. Optimal headway depends on the amount of ridership. and each individual vehicle dispatching time depends on the distribution of the ridership. This study provides a theoretical foundation for the dispatching scheme consistent with common sense. Previous research suggested a dispatching scheme with even headway. However, according to this research, that is valid for a specific case when the demand pattern is uniform. This study is a general analysis expanding that previous research. This study suggests an easy method to set a time table without a complex and difficult calculation. Further. if the time axis is changed to the space axis instead, this study could be expanded to address the spacing problems of some facilities such as roads. stations, routes and others.