• Title/Summary/Keyword: USER EVALUATION

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제품 사용 기간을 반영한 기계학습 기반 사용자 평가 변화 예측 모델 (Machine Learning-based model for predicting changes in user evaluation reflecting the period of the product)

  • 부현경;김남규
    • 디지털산업정보학회논문지
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    • 제19권1호
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    • pp.91-107
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    • 2023
  • With the recent expansion of the commerce ecosystem, a large number of user evaluations have been produced. Accordingly, attempts to create business insights using user evaluation data have been actively made. However, since user evaluation can change after the user experiences the product, it is difficult to say that the analysis based only on reviews immediately after purchase fully reflects the user's evaluation of the product. Moreover, studies conducted so far on user evaluation have overlooked the fact that the length of time a user has used a product can affect the user's product evaluation. Therefore, in this study, we build a model that predicts the direction of change in the user's rating after use from the user's rating and reviews immediately after purchase. In particular, the proposed model reflects the product's period of use in predicting the change direction of the star rating. However, since the posterior information on the duration of product use cannot be used as input in the inference process, we propose a structure that utilizes information about the product's period of use using an auxiliary classifier. As a result of an experiment using 599,889 user evaluation data collected from the shopping platform 'N' company, we confirmed that the proposed model performed better than the existing model in terms of accuracy.

구조방정식을 이용한 Website 평가방법에 관한 연구 (A study on the Website evaluation method using SEM)

  • 최재호;백인기;전영호
    • 한국감성과학회:학술대회논문집
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    • 한국감성과학회 2001년도 춘계학술대회 논문집
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    • pp.109-113
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    • 2001
  • The purpose of this paper is to propose an analytical method for evaluating user satisfaction of Internet websites using the structural equation model(SEM). This paper is intended to identify critical evaluation factors of user satisfaction for websites to determine criteria for evaluating the websites, and use the criteria to develop a SEM model for quantitatively evaluation of each factors' effects of user satisfaction. The SEM model used 2 variables of usability and good-looks for the evaluation factors of websites user satisfaction and each factors have 4 sub evaluation criteria, 3 portal sites were evaluated to construct the SEM model, and 155 subjects participated the website evaluation using the walk-through and face-to-face survey method. Analysis results showed that the SEM model was statistically significant for all the 3 websites evaluated. Both the usability and good-looks two factors also showed significant effects to user satisfaction of websites and have positive correlation. The user satisfaction was more effected by the usability factor than good-looks, and the simplification and harmonization were the most critical sub-factors of the usability and good-looks.

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사용자 만족도 관점에서의 정보화 시범사업평가 (An Evaluation on Pilot Informatization Projects : A View of User Satisfaction)

  • 양경식;김현수
    • Journal of Information Technology Applications and Management
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    • 제9권3호
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    • pp.31-46
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    • 2002
  • The objective of this paper is to develop an evaluation model for pilot informatization projects. There are relatively many researches on evaluation models for information systems. These previous researches, however, lack of comprehensive view of informatization Projects and pilot systems. We apply and test a hybrid evaluation model for to measure the success of pilot informatization projects. A user satisfaction model has been used and hypotheses are developed to find relationships of evaluation factors. The hypotheses have been tested with 51 user surveys. The result of this research can give an insight for the evaluation of pilot informatization projects.

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ESTIM : 사용자 직무지식에 기반한 인터페이스 평가 지원시스템 (ESTIM : A Support System for Task-based Evaluation of User Interface)

  • 류호경;윤완철
    • 대한인간공학회지
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    • 제18권3호
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    • pp.55-72
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    • 1999
  • Evaluation of user interfaces has to be performed in an intuitive and subjective manner by experts especially when the problem comes to the complexity and consistency of sophisticated interface procedures. The manual analysis and evaluation of logical interfaces also tends to be slow and laborious. To make the evaluation more formal and objective, the criteria and the procedure with which the evaluation can proceed must be explicitly prescribed. Furthermore, to make the formal procedure as practical as subjective expert evaluation, the criteria must reflect the user knowledge of the target tasks since the task knowledge plays the role of a basis for users to understand the interface organizations and procedures. This paper describes ESTIM, a support system for task-based evaluation of user interface, that includes the interface evaluation criteria and implies an evaluation procedure. The support system can be used either in an interactive manner by the analyst during the evaluation or in an automatic evaluation mode. It was verified that the result of automatic evaluation by ESTIM matched the results of expert evaluation fairly well.

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웹사이트의 사용자 만족과 성과변수의 인과관계에 관한 연구-포털사이트를 중심으로- (A Study on Causal Relations between Website User Satisfaction and Performance Measures)

  • 최재호;백인기;전영호;신정태
    • 대한인간공학회지
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    • 제20권3호
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    • pp.47-60
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    • 2001
  • The purpose of this paper is propose an analytical method for evaluating user satisfaction of Internet website and identifying casual relationships between user satisfaction of Internet website and performance measures as like revisit intention and complaints using the structural equation model (SEM). This paper is intended to identify critical evaluation factors of user satisfaction for Internet website to determine criteria for evaluating the website. and use the criteria to develop a SEM model for quantitatively evaluation of each factors effects of user preference. The SEM model used 5 latent variables for the evaluation factors of website user satisfaction and 2 latent variables for performance evaluation. 2 portal sites were evaluated to construct the SEM model. and 74 subjects participated the website evaluation using the walk-through and face-to face survey method. Analysis results showed that the SEM model was statistically significant for all the 2 websites evaluated.

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얼굴영상을 이용한 지능형 로봇의 개인식별 및사용자 추적 성능평가 방법 (Performance Evaluation Method of User Identification and User Tracking for Intelligent Robots Using Face Images)

  • 김대진;박광현;홍지만;정영숙;최병욱
    • 로봇학회논문지
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    • 제4권3호
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    • pp.201-209
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    • 2009
  • In this paper, we deal with the performance evaluation method of user identification and user tracking for intelligent robots using face images. This paper shows general approaches for standard evaluation methods to improve intelligent robot systems as well as their algorithms. The evaluation methods proposed in this paper can be combined with the evaluation methods for detection algorithms of face region and facial components to measure the overall performance of face recognition in intelligent robots.

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소셜 미디어에서 사용자 행위 분석을 통한 사용자 평판 관리 기법 (User Reputation Management Method Based on Analysis of User Activities on Social Media)

  • 윤진경;정지원;이수지;임종태;복경수;유재수
    • 정보과학회 논문지
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    • 제43권1호
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    • pp.96-105
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    • 2016
  • 최근 소셜 네트워크 서비스는 단순히 사용자들의 인맥 관계 형성뿐만 아니라 다양한 형태의 정보를 생성하고 공유하는 개방형 플랫폼으로 변화하고 있다. 기존 사용자 평판 관리 기법은 사용자 프로필, 명시적 관계, 명시적 평가를 기반으로 사용자 신뢰성을 판별하기 때문에 명시적 평가가 잘 이루어지지 않는 소셜 미디어에서 사용자 신뢰성을 판별하기에는 부적합하다. 본 논문에서는 소셜 미디어에 대한 소셜 행위들을 분석하고 명시적인 평가 뿐만 아니라 암시적 평가를 고려한 사용자 평판 관리 기법을 제안한다. 제안하는 기법은 소셜 행위로부터 긍정적 암시적 평가와 부정적 암시적 평가를 도출한다. 또한, 사용자의 전문성을 고려하기 위해 분야별로 사용자 평판 정보를 생성하고 사용자의 영향력을 판단하기 위해 평가에 참여한 사용자들의 수를 반영한다. 이를 통해 명시적 평가가 없는 사용자도 평판 정보를 생성할 수 있도록 하고 소셜 미디어에 더 적합한 사용자 평판 정보를 생성한다.

UI 중심의 소프트웨어 사용성 평가 방법 (The Evaluation Method of Software Usability based on UI)

  • 이하용;양해술
    • 디지털융복합연구
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    • 제11권5호
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    • pp.105-117
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    • 2013
  • 소프트웨어의 품질을 바라보는 관점이 다양한 특성으로 나타날 수 있으나, 소프트웨어의 내부적인 면에는 관심이 없는 엔드유저 입장에서는 소프트웨어의 사용자 인터페이스(User Interface)가 소프트웨어의 품질을 표현하는 전부일 수도 있다. 그러나 사용자 인터페이스에 기반을 둔 상세화된 평가기준은 다소 미흡한 실정이므로 소프트웨어의 사용자 인터페이스는 사용성 품질 특성의 주요 대상이라 할 수 있다. 본 논문에서는 소프트웨어의 품질평가에 관련된 국제표준의 품질특성들과 사용자 인터페이스를 구성하는 요소들과의 관련성을 명확히 분석하여 소프트웨어의 사용자 인터페이스로부터 측정할 수 있는 품질특성 요소들을 추출하고 평가하는 방법에 대한 체계를 구축하였다.

사용자 중심의 주거 실내공간 감성평가도구 개발 (The Development of Sensibility Evaluation Tools for User-Oriented Housing Interior Space)

  • 박지민
    • 한국실내디자인학회논문집
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    • 제23권5호
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    • pp.112-121
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    • 2014
  • The purpose of this study is to develop the user-oriented housing interior space sensibility evaluation tools: The user-oriented housing interior space sensibility evaluation tools shall be developed through the systematic selection process of the extracted housing interior space images, which were linked with the adjectives of sensibility evaluation selected for the housing interior space preferred by the user from the specific words of the sensibility extracted to identify the characteristics of the user's sensibility which is recently being changed. In the results of analyzing the words of sensibility for the residential space preferred by the users with 48 pairs of adjectives. The user-oriented sensibility assessment tool was built by extracting 8 sensibility factors of 'cozy', 'practical' 'cheerful', 'traditional', 'unique', 'congenial', 'sensuous', and 'gorgeous' in the exploratory factor analysis. The image scale was constructed in two-dimensions of the sense of space and the type of space for the residential interior space images. The dimension of the 'sense of space' is explained by the axis of open-closed and the dimension of 'type of space, is explained by the axis of 'natural-artificial'. Such a structural model of the residential interior design attributes were divided into 8 groups. And the 42 images representing each group were selected and the user-oriented residential interior space image tool was built by adding user's selective elements.

User Interface Design & Evaluation of Mobile Applications

  • Samrgandi, Najwa
    • International Journal of Computer Science & Network Security
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    • 제21권1호
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    • pp.55-63
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    • 2021
  • The design functionality put forward by mapping the interactiveness of information. The presentation of such information with the user interface model indicates that the guidelines, concepts, and workflows form the deliverables and milestones for achieving a visualized design, therefore forming the right trend is significant to ensure compliance in terms of changing consideration and applying evaluation in the early stages. It is evidenced that prototype design is guided by improvement specifications, includes modes, and variables that increase improvements. The study presents five user interface testing methods. The testing methods are heuristic evaluation, perspective-based user interface testing, cognitive walkthrough, pluralistic walkthrough, and formal usability inspection. It appears that the five testing methods can be combined and matched to produce reasonable results. At last, the study presents different mobile application designs for student projects besides the evaluation of mobile application designs to consider the user needs and usability.