• 제목/요약/키워드: Multi-Attributes

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복합대중교통망의 링크표지갱신 다목적 경로탐색 (A Link-Based Label Correcting Multi-Objective Shortest Paths Algorithm in Multi-Modal Transit Networks)

  • 이미영;김형철;박동주;신성일
    • 대한교통학회지
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    • 제26권1호
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    • pp.127-135
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    • 2008
  • 교통망에서 출발지와 도착지를 연결하는 최적경로탐색(Optimum Shortest Path)의 기준은 통행시간, 통행비용, 통행요금, 통행거리 등 복수의 기준에서 단일기준(Single Attribute Objective)을 선정하여 선정된 기준에 대하여 최소화되는 경로를 탐색하는 것을 의미하며 최적경로 탐색기법으로 탐색이 가능하다. 다목적 경로탐색(Multi-Objective Shortest Paths)에서는 이들 복수의 기준 (Multi-Objective)을 고려하여 경로를 탐색한다. 최근까지 다목적경로탐색에 대한 연구는 대부분 단일의 교통수단만으로 구성된 교통망에 대한 가정을 기반으로 이루어졌으며, 다수의 교통수단이 혼재된 교통망(Multi-Modal Transportation Network)에서 다목적경로탐색에 대한 연구는 환승에 대한 문제를 최적해법 차원에서 고려하지 않았으며, 교통정보 분야에서 일반적으로 적용되는 동적계획법(Dynamic Programming)에 기반한 알고리즘에 대한 연구는 다수단교통망에서 다목적경로탐색 문제에서 검토되지 않았다. 본 연구는 다수단교통망에서 다목적경로탐색 문제에서 최적 해를 도출하기 위한 동적계획법 알고리즘을 제안한다. 제안된 알고리즘은 Skriver & Andersen (2000)이 제시한 2기준 노드표지갱신 알고리즘을 기반으로 네트워크의 확장없이 수단 간의 환승이 반영되도록 2기준 이상의 다기준 링크표지갱신 알고리즘으로 개발하는 방안으로 확대한다. 본 연구는 다기준 링크표지가 다수단 교통망에 적용했다는 점 이외에, 출발지에서 모든 링크까지 비지배경로를 탐색하는 과정이 효율적으로 이루어지도록 출발지에서 개별 링크까지의 비지배경로/트리(Path/Tree) 집합을 표지처럼 활용하였다. 다수단교통망에서 다목적경로탐색문제에 적합한 도시부의 대중교통망에 한정하여 경로탐색속성을 환승과 링크주행속성으로 구분하였다. 본 연구에서 제안된 알고리즘의 계산과정을 소규모 복합대중교통망을 통해 검증하였다.

다속성 효용이론을 이용한 다속성 지수의 개발 - 지역개발에 대한 의사결정을 중심으로 - (A Multi-attribute Index for Assessing Environmental Impacts of Regional Development Projects: A Case Study of Korea)

  • 곽승준;유승훈;신철오
    • 자원ㆍ환경경제연구
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    • 제10권3호
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    • pp.345-366
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    • 2001
  • Evaluating environmental impacts of regional development projects has critical importance in environmental management aspect. This paper uses multi-attribute utility theory as a basis for obtaining a value index to assess the environmental impacts and applies the theory to a specific Korean case study. To structure and quantify basic values for the assessment, we elicited important attributes, then refined and structured them into a hierarchy. An environmental multi-attribute index is constructed as a multi-attribute utility function, based on value judgments provided by a group of technical experts, policy makers, and a decision-maker at Korean Ministry of Environment. The implications of the results are also discussed. We found that the work and results can provide valuable insights for assessment of environmental consequences.

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다속성 효용이론을 이용한 평가지표개발 - 원자력연구개발사업의 사후평가를 중심으로 - (A Multi-attribute Index for Evaluating of National Nuclear R&D Projects: A Case Study of Korea)

  • 곽승준;유승훈;김찬준
    • 한국기술혁신학회:학술대회논문집
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    • 한국기술혁신학회 2001년도 춘계학술대회:발표자료
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    • pp.389-408
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    • 2001
  • Evaluating the results of National Nuclear R&D projects has critical importance in nuclear management aspect. This paper uses multi-attribute utility theory as a basis for obtaining a value Index to assess the results of nuclear R&D projects and applies the theory to a specific Korean case study. To structure and quantify basic values for the . evaluation, we elicited important attributes, then refined and structured them into a hierarchy. A multi-attribute index is constructed as a multi-attribute utility function, based on value judgments provided by a group of technical experts, policy makers, and decision-makers. The implications of the results are also discussed. We found that the work and results can provide valuable insights for assessment of nuclear R&D consequences.

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An Application of the Rough Set Approach to credit Rating

  • Kim, Jae-Kyeong;Cho, Sung-Sik
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 1999년도 추계학술대회-지능형 정보기술과 미래조직 Information Technology and Future Organization
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    • pp.347-354
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    • 1999
  • The credit rating represents an assessment of the relative level of risk associated with the timely payments required by the debt obligation. In this paper, we present a new approach to credit rating of customers based on the rough set theory. The concept of a rough set appeared to be an effective tool for the analysis of customer information systems representing knowledge gained by experience. The customer information system describes a set of customers by a set of multi-valued attributes, called condition attributes. The customers are classified into groups of risk subject to an expert's opinion, called decision attribute. A natural problem of knowledge analysis consists then in discovering relationships, in terms of decision rules, between description of customers by condition attributes and particular decisions. The rough set approach enables one to discover minimal subsets of condition attributes ensuring an acceptable quality of classification of the customers analyzed and to derive decision rules from the customer information system which can be used to support decisions about rating new customers. Using the rough set approach one analyses only facts hidden in data, it does not need any additional information about data and does not correct inconsistencies manifested in data; instead, rules produced are categorized into certain and possible. A real problem of the evaluation of the evaluation of credit rating by a department store is studied using the rough set approach.

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온라인 점포에서 의류상품특성이 고객만족, 고객신뢰, 고객충성도에 미치는 영향 (Effects of Apparel Product Attributes on Customer Satisfaction, Trust, and Loyalty in Online Stores)

  • 박은주
    • 한국의류학회지
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    • 제32권8호
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    • pp.1299-1308
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    • 2008
  • Customers’ loyalty to an online store may be worth up to ten times as much as its average customer. To develop a loyal customer base, most online stores try their best to continually satisfy their customers and to generate long-run relationships with them. This study investigates the effects of product attributes on customer satisfaction, trust, and loyalty in the context of online shopping for apparels. A self-administered questionnaire with multi-item scale was developed based on literatures. A total of 356 usable questionnaires were obtained from respondents and were analyzed using by LISREL 8.54 Program. The results showed that attributes of apparel products (e.g., products variety, price, and information) have indirectly influenced customer loyalty, which are moderated by customers’ satisfaction and trust. Additionally, customer satisfaction plays an important role to develop customer loyalty of online apparel stores. The findings suggest that, to satisfy their customers, online apparel stores should focus on product variety, and reasonable/economic prices of their apparel products, while they should provide the information about contents/care of apparels in building trusting relationships with their customers. In light of the major findings, this study sets forth strategic implications for customer loyalty in online settings of apparel store.

TOPSIS방법을 이용한 물류서비스품질 우선순위 선정에 관한 연구 (A Study on the Selection of Logistic Service Quality Priority with TOPSIS)

  • 김석철;강경식
    • 대한안전경영과학회지
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    • 제19권3호
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    • pp.137-150
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    • 2017
  • Logistic enterprises want to be competitive enterprises in fierce logistic market and worry about the securement of discriminative competitiveness for it. The standards for the judgement of logistic industry's maintenance of competitiveness are not only economic feasibility of logistic costs but also the satisfaction of users because well-established service system for variety and enhancement of logistic needs. Some of the quality attributes sufficiently satisfy expectation of customers, but not guarantee high-quality satisfaction. Therefore, it's difficult to grasp quality attributes with the existing approach of perceived service quality. Quality attribute model suggested by Kano is widely used as the concept is accurate, there is high possibility to be used at the stage of product/service planning, and it can be easily applied. Kano model has a limitation that quality attributes are classified with mode and the differences between strong property of the quality attribute and week property in quality attributes were ignored. Therefore, Timko calculated customer satisfaction coefficient with the result of Kano's survey and effects of customer satisfaction and unsatisfaction through relations between satisfaction coefficient and unsatisfaction coefficient. The purposes of this study are to use ASC, the average of satisfaction coefficient and unsatisfaction, as the satisfaction of quality characteristics, decide the importance of quality characteristics with TOPSIS, a representative multi-standard decision-making method, and calculate strategy improvement propriety of logistic service quality.

Visual Tactile Attributes in Online Product Presentations for Improving Purchase Intention

  • Suh, YouHyun;Kim, Songmi;Kim, Wonjoon
    • International Journal of Contents
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    • 제14권2호
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    • pp.7-15
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    • 2018
  • Online shopping is increasing worldwide. Providing customers actual feeling of the product is essential in online shopping. Various technological aids can be used to support visual feeling. When delivering visual tangibility, it is important to study which attributes are significant in product presentations that best portray the actual tactileness. In this perspective, we suggest 'visual tactility' (VT) as a parameter for delivering tangibility in visual presentation. By measuring visual tactility in different product types, latent factors of visual tactility were identified and their influence on purchase intention was determined in this study. We defined material properties of touch such as surface texture, hardness, temperature, and weight as Visual Tactility (VT), the influential factor of tactility. We investigated the influence of VT on product purchase intention and analyzed tactileness within four online product presentations: single static picture, multi static pictures, zoom, and video. Our purpose was to investigate underlying effects of visual tactile attributes on touch and determine their influences according to online product presentation formats. Our results showed that visual tactility positively affected purchase intention and that each attribute differed in importance according to product type. Moreover, this study revealed a strong relation between online product presentation and VT attributes. These results provide a guide when selecting which presentation is optimal for delivering a product's tactility in online shopping situation.

대규모 다계층 MADM 문제의 퍼지평가 알고리즘에 관한 연구 - 퍼지측도의 동정을 중심으로 - (A Study on the Fuzzy Evaluation Algorithm for Large Scale Hierarchical MADM Problem -Centering on the Identification of Fuzzy Measure-)

  • 임봉택;양원;이철영
    • 한국항만학회지
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    • 제12권1호
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    • pp.9-17
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    • 1998
  • The evaluation structure of complex problems is composed of multi-attributes and hierarchy. A many studies were existed on this problems, but that based on the assumption that the evaluation elements were independent. The actual evaluation problems have the complexity, ambiguity and interlinkage among the elements. In this situation, the fuzzy evaluation process is very effective in settling the complex problems. For evaluation of large scale hierarchical MADM problem, the fuzzy evaluation algorithm is developed in this paper, and that is centering on the identification of fuzzy measures. In this study, we newly identified the weight and interaction among the evaluation attributes. The results of this study are as follows: we can identified the hierarchical structure of the evaluation problem which is composed of the evaluation structure, function and hierarchy; we improved the existed weighting method which could be accomplished by normalizing process, considering the uncertainty and new weight integrating method which come from Dempster-Shafer theory. And we take into account the interaction properties among more than 3 evaluation attributes, which can be compared with the existed studies in which only 2 evaluation attributes taked into account.

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온라인 의복구매를 위한 소비자 정보탐색의 경로분석적 탐구 (A Path Analytic Exploration of Consumer Information Search in Online Clothing Purchases)

  • 김은영
    • 한국의류학회지
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    • 제31권12호
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    • pp.1721-1732
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    • 2007
  • 본 연구는 온라인 의사결정과정에서 온라인 쇼핑속성, 정보원 및 구매의도와 관련된 소비자 정보탐색의 경로모델을 밝히고자 하였다. 연구대상은 미국 남서부지역의 대학교에 재학중인 대학생으로 표본으로 설문조사 하였으며, 총 219명의 이용 가능한 자료가 수집되었다. 자료분석을 위해 요인분석과 LISREL8.53을 이용하여 경로분석을 실시하였다. 연구결과, 소비자의 온라인 의복구매를 위한 정보원은 온라인 정보원, 소매점 정보원, 대중매체의 세 가지 유형으로 분류되었다. 특히, 온라인 의복구매를 위해 소매점 정보원(점포내 디스플레이, 제조업체의 팜플렛 또는 카달로그)을 더 많이 이용하는 것으로 나타났다. 추정된 경로모델을 살펴보면, 온라인 쇼핑속성의 중요도가 정보탐색에 유의한 영향을 미쳤다. 특히 온라인 의복 구매시, 소비자의 온라인 정보원 이용은 거래관련속성 즉 구매유인서비스(incentive service)에 의해 가장 크게 영향을 받는 반면, 소매점 정보원 이용은 심미성, 가격 등의 제품 및 시장관련속성의 중요도에 의해 더 크게 영향을 받는 것으로 나타났다. 또한 소비자의 세가지 탐색유형 모두 구매의도에 정적인 효과를 보이고 있었으며, 다른 정보원에 비해, 소매점 정보원 이용이 온라인 의복구매의도에 가장 큰 효과를 보였다. 따라서, 본 연구는 온라인 쇼핑속성별 소비자의 차별화된 정보탐색 패턴이 온라인 구매의도를 증가시키고 있음을 확인함으로써, 의류제품의 멀티채널 소매전략(Multi-channel retailing) 방향이 논의되었다.

다속성 전원개발계획에 관한 연구 (A Study on the Multi-Attribute Power Expansion Planning)

  • 한석만;정구형;강동주;박중성;김발호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 추계학술대회 논문집 전력기술부문
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    • pp.261-263
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    • 2007
  • In the past, the power expansion planning (PEP) used least cost optimization. But PEP is required considering variable attributes. Because the environment of power industry changes very fast. This paper presents PEP using a multi-attribute decision method (MADM). MADM base on preference and utility.

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