• Title/Summary/Keyword: User preference evaluation

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Influential Factor Based Hybrid Recommendation System with Deep Neural Network-Based Data Supplement (심층신경망 기반 데이터 보충과 영향요소 결합을 통한 하이브리드 추천시스템)

  • An, Hyeon-woo;Moon, Nammee
    • Journal of Broadcast Engineering
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    • v.24 no.3
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    • pp.515-526
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    • 2019
  • In the real world, the user's preference for a particular product is determined by many factors besides the quality of the product. The reflection of these external factors was very difficult because of various fundamental problems including lack of data. However, access to external factors has become easier as the infrastructure for public data is opened and the availability of evaluation platforms with diverse and vast amounts of data. In accordance with these changes, this paper proposes a recommendation system structure that can reflect the collectable factors that affect user's preference, and we try to observe the influence of actual influencing factors on preference by applying case. The structure of the proposed system can be divided into a process of selecting and extracting influencing factors, a process of supplementing insufficient data using sentence analysis, and finally a process of combining and merging user's evaluation data and influencing factors. We also propose a validation process that can determine the appropriateness of the setting of the structural variables such as the selection of the influence factors through comparison between the result group of the proposed system and the actual user preference group.

Usability Evaluation of Informative Home Appliances OSD based on Conjoint Analysis (컨조인트 분석을 이용한 정보 가전 OSD의 사용성 평가)

  • 박정순
    • The Journal of the Korea Contents Association
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    • v.2 no.2
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    • pp.53-63
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    • 2002
  • As the microelectronics technology is developed, new types d smart intelligent produce are being emerged. OSD user interface is one of the critical factor in this kind of product, especially brown goods and information devices, as it is responsible for input and output function. OSD is being treated as accompaniment to hardware in spite of its importance, and therefore is developed from only simple and separate usability testing based on performance measurement. This study propose a usability evaluation method of OSD based on subjective preference to support existing usability testing. The purpose of this analysis is to make dear what is important factor and how its preference level is from the user's viewpoint. The various attributes of OSD are clarified from user's questionaire and interview, and orthogonal array is generated with specifed factor levels. The prototypes are generated from rapid prototyping tool and tested in natural simulation environment. The preference data which collected in this usability testing is analyzed with conjoint analysis module. This usability evaluation is not the final stage in user interface design process but the early famed and circulated stage.

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The Comparison of the Application of Two Different Color Quality Evaluation Methods

  • Jeong, Hee-Suk;Ryeom, Jeongduk
    • Journal of Electrical Engineering and Technology
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    • v.13 no.4
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    • pp.1673-1681
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    • 2018
  • In this paper, the fabrication of a white light-emitting diode (WLED) package capable of producing different color rendering indexes (CRI ($R_a$)) using different types of phosphors (YAG:Ce, Silicate, Nitride, LuAG) for the LEDs is presented. The color quality is evaluated based on the current and temperature variation conditions. The evaluation method for color quality compares the existing CIE 13.3 method and the new IES TM-30-15 method. The CRI ($R_a$) defined in the conventional CIE 13.3 has the disadvantage. This cannot offer any information relevant to the user's preference. However, the newly proposed IES TM-30-15 method suggests the additional measure related to user's preference such as Color Gamut ($R_g$). The present experimental results obtained using the IES TM-30-15 show that the color quality of the WLEDs using green and red phosphors are better than that of the WLEDs using yellow phosphor, but their luminous efficacies are lower. The color quality of WLEDs using green and red phosphors are more stable than that of the WLEDs using yellow phosphor, for current and temperature variations, and it is verified that the phosphor causes this change. The evaluation method for color quality, based on IES TM-30-15, is proved to be capable of overcoming the problems of the existing evaluation methods by this study.

A Study on the Visual Elevation Image of Apartment Buildings (아파트 입면계획에서 시각적 디자인 이미지에 관한 연구)

  • 손세욱;구시온
    • Journal of the Korean housing association
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    • v.10 no.2
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    • pp.247-257
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    • 1999
  • This study is aimed to propose the evaluation model of forecasting visual quality of apartment buildings, which would be a useful tool to make the architectural concepts corresponding to user needs. This study was carried out through the four-step experiments as follows. The first step is to take the user's visual evaluation construct. To do this, the 22 adjective phrases were extracted, which were applicable to all apartment buildings. The second step is to analyze the user's visual preference, which is measured by the user's psychological quantity on the apartment buildings by S. D.(Semantic Differential) Method. The third step is to analyzethe five psychological-factors obtained from the Factor Analysis. The perceptual images on the 41 experimental subjects were checked up through evaluating and analyzing the factor scores of each subjects for each psychological-factor. The fourth step is to analyze, the similarity of various characters in a building, which is mirrored on the user's psychological quantity and how buildings are grouped by it.

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An Event Recommendation Scheme Using User Preference and Collaborative Filtering in Social Networks (소셜 네트워크에서 사용자 성향 및 협업 필터링을 이용한 이벤트 추천 기법)

  • Bok, Kyoungsoo;Lee, Suji;Noh, Yeonwoo;Kim, Minsoo;Kim, Yeonwoo;Lim, Jongtae;Yoo, Jaesoo
    • KIISE Transactions on Computing Practices
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    • v.22 no.10
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    • pp.504-512
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    • 2016
  • In this paper, we propose a personalized event recommendation scheme using user's activity analysis and collaborative filtering in social network environments. The proposed scheme predicts un-evaluated attribute values through analysis of user activities, relationships, and collaborative filtering. The proposed scheme also incorporates a user's recent preferences by considering the recent history for the user or context-aware information to precisely grasp the user's preferences. As a result, the proposed scheme can recommend events to users with a high possibility to participate in new events, preventing indiscriminate recommendations. In order to show the superiority of the proposed scheme, we compare it with the existing scheme through performance evaluation.

A Study on Developing an Evaluation Model for Criticizing the Model house of Multi-family Housing (공동주택 모델하우스 비평을 위한 평가모델 개발에 관한 연구)

  • 전경화;홍형옥;김정근
    • Proceedings of the Korean Institute of Interior Design Conference
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    • 1999.04a
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    • pp.133-136
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    • 1999
  • This study intends to develop an evaluation model which could be used as an effective tool for criticizing the model house of multi-family housing. The evaluation model has been developed based on the theoretical framework suggested by previous results of research related on hosing design, which comprises the following four components: 1) the paradigm of future home and life-style, 2) marketing effects of housing developer, 3) goals and principles of housing design, and 4) results of user-preference study. In this study, an evaluation model was suggested as a preliminary form which would be modified in detail after series of tests in the field. The evaluation model will be used provide standardized criteria for the quality of model houses, and eventually help to improve the quality of multi-family housing design by balanced information from theorist, user and developer.

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Car-audio Position Evaluation Using 3-Dimensional Motion Analysis (동작분석을 이용한 카 오디오 위치 평가)

  • 임창주;임치환
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.24 no.62
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    • pp.79-87
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    • 2001
  • Usability has become a primary factor in determining the acceptability and consequent success of consumer product. It is common that the product usability is evaluated by objective performance measures and/or subjective user preference measures. This study is concerned with objective evaluation of the product usability using 3-dimensional motion analysis. We evaluated car-audio position using 3-dimensional motion analysis. The parameters investigated in this experiment were height of car-audio, left-right angle, and front-end angle. The experimental results showed that the usability evaluation method using motion analysis was consistent with user's subjective assessment. This objective method can be applied to not only car-audio position evaluation but also various consumer products'usability evaluation.

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IPTV QoE Evaluation Method Reflecting Subscriber's Preference (서비스 이용자의 선호도를 반영한 IPTV QoE 측정 방안)

  • Kim, Hyun-Jong;Choi, Kyeong-Ho;Cho, Kee-Seong;Choi, Seong-Gon
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2010.07a
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    • pp.346-348
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    • 2010
  • In this paper, we propose the IPTV QoE evaluation method reflecting service user's preference. This method can evaluate the IPTV service QoE using the fuzzy integral because it usefully employs a subjective decision for QoE(Quality of Experience) evaluation. IPTV subscribers can prepare a criterion to select an IPTV provider who provides high qualityQoE.

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An Analysis of User Experience of Metaverse Fashion Shows Based on Grounded Theory - Focusing on Schmitt's Experiential Marketing - (메타버스 패션쇼 이용자 경험 평가에 관한 근거 이론 연구 - 번 슈미트의 체험 마케팅을 중심으로 -)

  • Min-Ji Lee;Jung-Min Lee;Eunjung Shin
    • Fashion & Textile Research Journal
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    • v.25 no.5
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    • pp.578-592
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    • 2023
  • This study identified and evaluated by deriving and categorizing concepts related to the user experience of metaverse fashion shows using grounded theory, which is a qualitative research method. Based on experiential marketing theory, in-depth interviews were conducted for 14 days with 14 males and females in their 20s and 30s. The research results and contents are as follows: The causal condition was the purpose of using metaverse fashion shows, and the action/interaction strategy caused by such a case was found to be establishing a system for metaverse fashion shows and promoting a positive brand image. The results included content evaluation of satisfaction, normal, or dissatisfaction. The contextual condition was a change in the form of consumption that emphasized experience, while the interventional condition was psychological distance. Based on this, the core category was defined as "consumption patterns that emphasized the purpose of use and experience affects the metaverse fashion shows and psychological distance appeared as a user experience evaluation through the establishment of a system of metaverse fashion shows and the promotion of a positive brand image". User types were classified as active or passive. Active users have the autonomy to select content according to their individual preferences, and accordingly, their experience preference tends to change. In contrast, passive users' preference for the technical quality of content is relatively low, but they have a high concentration of content diversity and audio-visual interest elements.

User Evaluation for User-Oriented Children's Hospital Design - Focused on the Mothers of Child Inpatients and the Nurses - (사용자 중심의 어린이전문병원 계획을 위한 사용자 평가 - 어린이 환자의 보호자와 간호사를 중심으로 -)

  • Ha, Ji-Min;Park, Soo-Been
    • Korean Institute of Interior Design Journal
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    • v.25 no.1
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    • pp.192-200
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    • 2016
  • This study aims to design user-oriented children's hospital by examining the user needs, especially the mothers of child inpatients and the nurses. The subjects participated in a questionnaire survey including the user's characteristics, awareness of patient's room, the preference on ward size, demands, satisfaction and hospital environment assessment. The survey was conducted of the mothers of child inpatients and the nurses in A children's hospital, and the data were analyzed by the SPSS WIN 18.0 Version software. A total of 115 copies of the questionnaire were finally analyzed. The results and conclusions are as follows. 1) The mothers' demand on family-centered space and private spaces were higher than the nurses. 2) The mothers preferred 1-bed-room to 4-bed-room due to safety and privacy. 3) The items of hospital environment assessment was categorized into four factors; 'Aesthetics', 'Accessibility', 'Comfort', and 'Lighting'. The most positive factor was 'Aesthetics', whereas 'Comfort' was the negative factor. 4) The mother's satisfaction was lower than the nurse's. The most influential factors on the satisfaction was 'Accessibility'. To improve the satisfaction of the mothers of child inpatients and the nurses, safety, privacy, accessibility should be considered.