• 제목/요약/키워드: Classifying Requirements

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Kano 모델과 통계 기법을 이용한 요구사항 분류 및 협상을 위한 정보 생성 기법 (A Technique for Classifying Requirement/Stakeholder and Generating Information for Negotiation Using Kano Model and Statistical Method)

  • 변정원;김지혁;류성열;황만수
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제37권3호
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    • pp.161-169
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    • 2010
  • 요구사항 추출 활동은 다양한 이해당사자의 요구를 요구사항으로 추출하고 협상을 위한 정보를 생성하는 사전 준비 작업이다. 그러나 현재 고객으로부터 요구사항 수집을 위한 기법은 다수 존재하고 있으나, 요구사항 분류와 협상을 위한 정보 제공에 대한 연구는 부족한 실정이다. 본 연구는 요구사항을 분류하고, 협상을 위한 정보를 식별하는 기법에 대한 연구이다. 본 연구는 요구사항 분류를 위해 Kano 모델과 통계 기법을 활용하였으며, 협상을 위한 정보를 생성하기 위해 요구사항과 문제의 관계를 고려하였다. 제안한 기법에 대한 시뮬레이션, Rough Set Theory, 사례 검증을 수행하여 제안한 방법의 타당성을 검증하였다.

A Comparative Study on Requirements Analysis Techniques using Natural Language Processing and Machine Learning

  • Cho, Byung-Sun;Lee, Seok-Won
    • 한국컴퓨터정보학회논문지
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    • 제25권7호
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    • pp.27-37
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    • 2020
  • 본 연구의 목적은 다양한 도메인에 대한 소프트웨어 요구사항 명세서로부터 수집된 요구사항을 데이터로 활용하여 데이터 중심적 접근법(Data-driven Approach)의 연구를 통해 요구사항을 분류한다. 이 과정에서 기존 요구사항의 특징과 정보를 바탕으로 다양한 자연어처리를 이용한 데이터 전처리와 기계학습 모델을 통해 요구사항을 기능적 요구사항과 비기능적 요구사항으로 분류하고 각 조합의 결과를 제시한다. 그 결과로, 요구사항을 분류하는 과정에서, 자연어처리를 이용한 데이터 전처리에서는 어간 추출과 불용어제거와 같은 토큰의 개수와 종류를 감소하여 데이터의 희소성을 좀 더 밀집형태로 변형하는 데이터 전처리보다는 단어 빈도수와 역문서 빈도수를 기반으로 단어의 가중치를 계산하는 데이터 전처리가 다른 전처리보다 좋은 결과를 도출할 수 있었다. 이를 통해, 모든 단어를 고려하여 가중치 값은 기계학습에서 긍정적인 요인을 볼 수 있고 오히려 문장에서 의미 없는 단어를 제거하는 불용어 제거는 부정적인 요소로 확인할 수 있었다.

Interacting with Touchless Gestures: Taxonomy and Requirements

  • Kim, Huhn
    • 대한인간공학회지
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    • 제31권4호
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    • pp.475-481
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    • 2012
  • Objective: The aim of this study is to make the taxonomy for classifying diverse touchless gestures and establish the design requirements that should be considered in determining suitable gestures during gesture-based interaction design. Background: Recently, the applicability of touchless gestures is more and more increasing as relevant technologies are being advanced. However, before touchless gestures are widely applied to various devices or systems, the understanding on human gestures' natures and their standardization should be prerequisite. Method: In this study, diverse gesture types in various literatures were collected and, based on those, a new taxonomy for classifying touchless gestures was proposed. And many gesture-based interaction design cases and studies were analyzed. Results: The proposed taxonomy consisted of two dimensions: shape (deictic, manipulative, semantic, or descriptive) and motion(static or dynamic). The case analysis based on the taxonomy showed that manipulative and dynamic gestures were widely applied. Conclusion: Four core requirements for valuable touchless gestures were intuitiveness, learnability, convenience and discriminability. Application: The gesture taxonomy can be applied to produce alternatives of applicable touchless gestures, and four design requirements can be used as the criteria for evaluating the alternatives.

Understanding ISP Methodologies and Identifying Requirements of ISP-Supporting Software Tools

  • Kim, Sung-Kun
    • 정보기술과데이타베이스저널
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    • 제5권1호
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    • pp.51-67
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    • 1998
  • There exist a number of information systems planning(ISP) methodologies. As the level of market competition gets intensified, firms are more likely to engage in organizational transformations such as BPR and CPI(continuous process improvement). Because this new requirement should be incorporated into ISP methodology, the number of ISP methodologies available will be continually increasing. However, we could not find a framework for understanding and classifying these divergent methodologies. So, we here present a framework for classifying ISP methodology classes. With this framework, we categorize different classes of ISP methodologies and identify their limitations in terms of missing elements and links. And we move on to present new technical innovations and other methodological advances that, if properly integrated with ISP methodologies, would help us derive an IT infrastructure plan more effectively. Furthermore, in search of software tools or aids supporting the application of ISP methodologies, we identify requirements of ISP-supporting software tools and evaluate functions of existing software tools, then suggesting a future direction to that end.

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KANO 모형 기반 안전요구사항 평가 (Assessing Safety Requirements Based on KANO Model)

  • 이세정;장성록;서용윤
    • 대한안전경영과학회지
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    • 제25권3호
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    • pp.9-15
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    • 2023
  • As the first step of risk management, risk identification is inevitable to understand the degree of work safety. However, the safety requirements can be divided in necessary factors and additional factors. Thus, we propose a safety requirements assessment model using Kano model derived from Herzberg's two-factor theory, classifying safety requirements into ideal elements and must-be elements. The Kano model is usually applied to evaluate customer satisfaction divided into three major requirements in the fields of product development and marketing: attractive, must-be, and one-dimensional requirements. Among them, attractive requirement and must-be requirement are matched with ideal element and must-be element for safety requirement classification, respectively. The ideal element is defined as preventive safety elements to make systems more safe and the must-be element is referred to as fatal elements to be essentially eliminated in systems. Also, coefficients of safety measurement and safety prevention are developed to classify different class of safety requirements. The positioning map is finally visualized in terms of both coefficients to compare the different features. Consequently, the proposed model enables safety managers to make a decision between safety measurement and prevention.

Kano 모형에 기반한 소비자 요구사항 분류: 퍼지 접근방법 (Fuzzy KANO Model: Fuzzy Set-Based Classification of Customer Requirements)

  • 임정훈;민대기;김광재
    • 품질경영학회지
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    • 제31권3호
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    • pp.98-113
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    • 2003
  • Kano model distinguishes three types of customer requirements, namely, one-dimensional quality, must-be quality, and attractive quality. There are a few methods for classifying a given customer requirement into one of the Kano's quality elements. However, the existing methods have a common limitation in that they are based on Kano evaluation table. Kano evaluation table is not always effective for the classification task, and suffers from a significant information loss. This paper proposes an alternative to Kano's evaluation table and a new classification scheme based on fuzzy set concept. The proposed method is illustrated using a case study on the ADSL service.

원자력시설 해체 규제요건과 기술기준 연계를 통한 요구관리 (Requirement Management through Connection between Regulatory Requirements and Technical Criteria for Dismantling of Nuclear Installations)

  • 박희성;박종선;홍윤정;김정국;홍대석
    • 시스템엔지니어링학술지
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    • 제14권1호
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    • pp.63-71
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    • 2018
  • This paper discusses decommissioning procedure requirements management using requirement engineering to systematically manage the technical requirements and criteria that are required in decontamination and decommissioning activities, and the regulatory requirements that should be complied with in a decommissioning strategy for research reactors and nuclear power plants. A schema was designed to establish the traceability and change management related to the linkage between the regulatory requirements and technical criteria after classifying the procedures into four groups during the full life-cycle of the decommissioning. The results confirmed that the designed schema was successfully traced in accordance with the regulatory requirements and technical criteria required by various fields in terms of decontamination and decommissioning activities. In addition, the changes before and after the revision of the Nuclear Safety Act were also determined. The dismantling procedure requirement management system secured through this study is expected to be a useful tool in the integrated management of radioactive waste, as well as in the dismantling of research reactor and nuclear facilities.

소프트웨어 요구사항 분류체계를 이용한 효율적인 아키텍처 패턴 적용에 관한 연구 (A Study on Efficient Application of Architectural Patterns by the Taxonomy of Software Requirements)

  • 최종우;민상윤
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제12권7호
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    • pp.285-294
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    • 2023
  • 다양한 산업에 영향을 미치고 있는 소프트웨어의 규모와 복잡도가 높아지면서 소프트웨어 아키텍처의 역할이 매우 중요해지고 있다. 소프트웨어 아키텍트는 이러한 아키텍처를 설계할 때 종종 경험적 직관에 의존한다. 그럼에도 아키텍처 설계에 관한 방법론이 다양하게 연구되고 있으나, 시스템에 여러 아키텍처 패턴(architectural pattern)을 적용하는 구체적인 방법이나 적용 순서에 따른 효과에 관해서는 다루고 있지 않다. 본 연구에서는 먼저, 같은 아키텍처 패턴 세트(set)를 동일 시스템에 적용할 때, 적용 순서에 따른 아키텍처 설계 결과의 상이성에 관해 설명한다. 이러한 현상적 논리를 바탕으로 아키텍처 패턴 적용이 필요한 요구사항들을 사전에 식별하고, 적용할 패턴을 분류하는 방안을 제시한다. 또한 분류한 패턴들을 효율적으로 적용하기 위해 적용 순서를 정할 수 있도록 요구사항의 우선순위를 정하는 절차를 제안하며 사례연구를 통해 아키텍처 패턴 유형을 기반으로 요구사항을 우선순위화하는 것이 품질 속성 측면에서 효율적인 소프트웨어 아키텍처 설계에 도움이 됨을 보인다.

Classification and Evaluation of Service Requirements in Mobile Tourism Application Using Kano Model and AHP

  • 뗀진최된;이영찬
    • 한국정보시스템학회지:정보시스템연구
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    • 제27권1호
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    • pp.43-65
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    • 2018
  • Purpose The emergence of mobile applications has simplified our life in various ways. Regarding tourism activities, mobile applications are already efficient in providing personalized tourism related information and are very much effective in booking hotels, flights, etc. However, there are very few studies on classifying the actual service requirements and improving the customer satisfaction in mobile tourism applications. The purpose of this study is to implement a practical mobile tourism application. To serve the purpose, we classify and categorize the service requirement of mobile tourism applications in Korea. We employed Kano model and analytic hierarchy process (AHP). Specifically, we conducted a focus group study to find out the service requirements in mobile tourism applications. Design/methodology/approach The data for this study were collected from Koreans and Foreigners who has the experience using mobile tourism applications. Participants needed to be familiar with mobile tourism applications because such users may be more aware of the mobile tourism applications services. We analyzed 147 valid data using Kano model and conducted AHP analysis on five experts in the field of tourism using Expert Choice software. Findings In this paper, we identified the 17 service quality requirements in the mobile tourism applications. The results reveal that the service requirement such as Geo-location map, Multilingual option, Compatibility with different operating systems were unavoidable service, absent of such requirements leads to the dissatisfaction. Based on the results of the integrated application of both Kano model and AHP analysis, this study provide specific implications for improving the service quality of the mobile tourism applications in Korea.

대학도서관 목록사서의 역할 및 자격요건에 관한 연구 (A study on job requirements and qualifications for catalogers in academic libraries)

  • 정연경
    • 정보관리학회지
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    • 제14권2호
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    • pp.143-163
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    • 1997
  • 도서관 환경이 변화하면서 목록 업무가 달라지고 이에 따라 목록사서의 역할 및 자격 요건도 확대되고 있다. 본 연구에서는 달라지고 있는 목록사서의 역할과 자격 요건을 문헌 연구와 미국 대학도서관 목록사서직의 광고 내용 분석을 통해 살펴보았다. 목록사서에게 필요한 직무능력은 전통적인 분류 및 목록도구에 관한 지식에 컴퓨터와 네트워크 활용 기술이 더해지면서 감독기술, 관리능력, 커뮤니케이션 기법, 연구 및 학술활동의 노력, 새로운 환경으로의 적응력, 문제해결능력, 융통성등을 요구하는 것으로 나타났다. 도서관에서 원하는 유능한 목록사서을 양성해내기 위한 목록교육을 재고해야만 할 시점이다.

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