• 제목/요약/키워드: user-product attributes

검색결과 60건 처리시간 0.026초

오픈 데이터를 이용한 사용자 리뷰 분석 방법 (Analysis Method of User Review using Open Data)

  • 최태호;황만수;김능회
    • 한국인터넷방송통신학회논문지
    • /
    • 제22권6호
    • /
    • pp.185-190
    • /
    • 2022
  • 오픈 데이터는 많은 경제적 가치를 지닌다. 우리나라 뿐만 아니라 여러 나라에서도 오픈 데이터를 확장하고 활용하기 위하여 갖은 정책과 노력을 기울이고 있다. 하지만 우리나라는 많은 데이터를 가지고 있음에도 불구하고 이를 잘 활용하지 못하여 효과를 보지 못하고 있어 여러 산업에서 다양한 시도가 필요하다. 그중에 패션 산업에서는 소비자의 단순 변심에 의해 교환, 환불 문제가 가장 많다. 이러한 문제를 해결하기 위해 서비스 제공자에게 더 나은 피드백이 필요하며 소비자의 요구사항이 반영된 사용자 리뷰와 함께 불만 사항이 개선된 이미지를 보여줌으로써 해결하고자 한다. 본 논문에서는 소비자의 요구사항을 파악하기 위해 온라인 쇼핑몰 사이트에서 사용자 리뷰 분석을 진행하고 K-fashion 데이터의 속성을 활용하여 제품에 대한 속성을 정의한다. 제품에 대한 사용자의 요구를 불만 속성으로 정의하고, 이에 해당하는 속성을 가진 라벨링 데이터를 검색하여 서비스 제공자에게 사용자의 요구사항을 텍스트 데이터나 속성 뿐만 아니라 이미지 또한 제공하여 제품 개선에 도움을 주고자 한다.

AHP와 Conjoint Analysis간의 통합에 의한 인터페이스 사용성 평가 방법 개발 (Development of the Interface Usability Evaluation Technique Using Integration of AHP and Conjoint Analysis)

  • 문형돈;박범
    • 대한인간공학회:학술대회논문집
    • /
    • 대한인간공학회 1998년도 춘계학술대회논문집
    • /
    • pp.93-98
    • /
    • 1998
  • Recently, consumers are tend to purchase the user-centered designed product using interface enginnering and human factors techniques. Therefore, it is important that the designer's requirements should be analyzed focused on the human machine interface. This paper described the interface usability evaluation technique(suvjective evaluation) for the interface between user and product. This methodology is the integrated interface usbility evaluation method AHP and Conjoint Analysis. AHP(Analytic Hierarchy Process) is a multicriteria decision model to give priority after expressing hierarchically for decision making problem. Conjoint Analysis enduavors to unravel the value, or partworths, that consumers place on the product or service's attributes from experimental subjects' evluation of profiles based on hypothetical products or services. A new usability test methodology proposed by this paper includes techniques jointed both consistency test by AHP and experimental subjective evaluation of profiles by Conjoint Analysis for evaluating the user's emotion and impression.

  • PDF

텍스트 마이닝을 활용한 스마트 스피커 제품의 포지셔닝: 인공지능 속성을 중심으로 (Positioning of Smart Speakers by Applying Text Mining to Consumer Reviews: Focusing on Artificial Intelligence Factors)

  • 이정현;선형주;이홍주
    • 지식경영연구
    • /
    • 제21권1호
    • /
    • pp.197-210
    • /
    • 2020
  • The smart speaker includes an AI assistant function in the existing portable speaker, which enables a person to give various commands using a voice and provides various offline services associated with control of a connected device. The speed of domestic distribution is also increasing, and the functions and linked services available through smart speakers are expanding to shopping and food orders. Through text mining-based customer review analysis, there have been many proposals for identifying the impact on customer attitudes, sentiment analysis, and product evaluation of product functions and attributes. Emotional investigation has been performed by extracting words corresponding to characteristics or features from product reviews and analyzing the impact on assessment. After obtaining the topic from the review, the effect on the evaluation was analyzed. And the market competition of similar products was visualized. Also, a study was conducted to analyze the reviews of smart speaker users through text mining and to identify the main attributes, emotional sensitivity analysis, and the effects of artificial intelligence attributes on product satisfaction. The purpose of this study is to collect blog posts about the user's experiences of smart speakers released in Korea and to analyze the attitudes of customers according to their attributes. Through this, customers' attitudes can be identified and visualized by each smart speaker product, and the positioning map of the product was derived based on customer recognition of smart speaker products by collecting the information identified by each property.

소프트웨어 사용성 평가를 위한 체크리스트의 개발과 적용 (A Development and Application of the Checklist for Evaluating Software Usability)

  • 진영택;하수정
    • 한국전자거래학회지
    • /
    • 제6권2호
    • /
    • pp.73-85
    • /
    • 2001
  • Usability is defined by the effectiveness, efficiency and satisfaction with which specified users can achieve specified goal in particular environment. Today, many factors such as software acquisition, business re-engineering and the trend of software market have software industry considers usability as an important quality of software products. Therefore, the specification and measurement method for establishing the acceptable usability level of software is required during software development acquisition and evaluation. To evaluate whether software products is usable or not, we need evaluation method for software usability. This paper is not only to provide a framework for specifying the usability attributes of a product and establishing a comprehensive set of usability criteria, but also assessing usability metrics of the software. The usability metrics and checklist is developed based on the properties of the user interface using ISO standard and general usability principles with product-oriented view which means the Product has attributes contributing to determine the usability. This paper also suggested the way to weight the relative importance of the individual usability item depending on the software categories.

  • PDF

딥러닝 기반의 이미지를 이용한 의류 상품 검색 알고리즘 개발 (Development of clothing product search algorithm using images based on deep learning)

  • 황재용;최호진;강선경
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국정보통신학회 2022년도 춘계학술대회
    • /
    • pp.686-687
    • /
    • 2022
  • 기존의 의류 상품 검색은 텍스트 검색만으로 가능하여 사용자가 찾고자 하는 상품 검색이 제대로 이루어지지 않고, 원하는 상품 검색을 하기 위해 많은 시간이 걸렸다. 또한 소호몰 상품과 같이 브랜드 없는 상품 판매처를 알기 어려웠으며 패션 상품의 디테일한 속성을 검색하기도 어려웠다. 이를 해결하기 위해 학습된 이미지 검색을 통해 사용자가 원하는 정확한 정보를 검색할 수 있는 딥러닝 기법을 제안하고자 한다.

  • PDF

Development of Innovative Product Designs with Stretchable Displays Based on User's Expected Experience

  • Seung Eun Chung;Youjin Seo;Han Young Ryoo
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제18권8호
    • /
    • pp.2346-2365
    • /
    • 2024
  • This research identifies specific user experience factors that have positive impact on user's behavior intention to use so that a new technology called stretchable display(SD) can be accepted and spread in the market. To show how these factors can be applied to SD home appliances, a few concrete designs have been suggested. In the first stage of the research, the initial concept of innovative product design with stretchable display was derived by developing a scenario that solves the expected experience by home product users through the attributes of the SD technology. In the second stage, a scenario of the product to which a stretchable display was applied was suggested to investigate the expected experience factors that influence the behavior intention to use. As a result of the analysis, users showed a positive intention to use for the factors of Functionality of Space and Life Support, Presentation of Preferences, and Customization of Emotions, provided by the product with SD technology applied. In the next stage, based on the verified user experience factors, multifunctional kitchen appliances design, smart furniture design with flexible surfaces, and smart interior wall tile design have been derived. After all, the differentiated transformable interface designs shown through this process have been suggested as three-dimensional soft-physical button design and attachable design for multi-curved soft furniture. This study is significant as it emphasizes a user-centered design process over a technology-centered approach, enhancing market acceptability and focusing on design features aligned with the user's expected experience.

제품속성에 대한 디자인의 역할에 관한 기초적 연구 (A Preliminary Study on the Role of Industrial Design in Attributes of Products)

  • 이현이;김명석
    • 대한인간공학회:학술대회논문집
    • /
    • 대한인간공학회 1997년도 춘계학술대회논문집
    • /
    • pp.212-226
    • /
    • 1997
  • Industrial design aiming the mutual benefit of both user and manufacturer demands grasping and analyzing the needa and wants of consumer for the establishrment of the optimum plan and production by attribute oriented approach. Inspite of its usefulness, however, it might be impossible to help industrial designers to develop a new product effectively without full understanding of industrial design activity in attributes of products and using the appropriate methodology for grasping the main attributes. This thesis is purposed for developing the guideline of research models of consumer for industrial design by studying characteristics of industrial design activity in attributes of products through bibliography and defining the clear limit of design research focused on consumer selection through comparison with real purchase decision making procedure at every phase. Through the observation and analysis of the real purchase decision making procedure following the proposed guideline, the possibility of difference between the two cases has been shown in both theoretical and practical aspects.

  • PDF

A study on the Differences in the Accommodation Applications Selection Attributes by Lifestyles

  • Kim, Kyu-dong;Jeon, Se-hoon;Kim, Jeong-lae
    • International Journal of Advanced Culture Technology
    • /
    • 제8권4호
    • /
    • pp.212-219
    • /
    • 2020
  • We conducted this study to identify the accommodation applications users' lifestyle types and the composition factors for consumers' accommodation applications selection attributes and to identify the difference in the selection attributes perception of accommodation applications between groups classified by user's lifestyle types. According to the study, 6 factors were derived as the accommodation applications users' lifestyle types and were named social/leisure-oriented type, fashion-seeking type, culture-seeking type, self-examining type, self-centered type, family-oriented type. Also 6 factors were derived as the accommodation applications selection attributes and were named convenience, interactivity, economic efficiency, transaction reliability, product reliability and informativeness. Valid clusters were divided into four groups and were named culture/tourism group, self-examining group, passive and cautious group and Social and practicality-seeking group. Most of the selection attributes perception of accommodation applications between groups had statistically significant differences(p<.05), except for some items of transaction reliability. Based on the results of this study, we should strive to establish effective marketing strategies that reflect differences in the selection attributes perception of the accommodation application between groups classified by users' lifestyle types.

서비스 유형에 따른 카카오뱅크 이용 영향 요인에 관한 연구 (A Study on the affecting factors of Kakao Bank usage in terms of service types)

  • 전병호
    • 디지털산업정보학회논문지
    • /
    • 제15권4호
    • /
    • pp.187-195
    • /
    • 2019
  • The purpose of this study is to analyze the adoption of Kakao Bank in terms of benefits (functional, social, experiential, economic benefits) and differentiated services (customization and service diversity) considering service types. Benefits are personal value consumers attach to the product or service attributes and, therefore, more important than attributes of service itself when using Kakao Bank in the internet based environment. Data was collected using an online and offline survey of 131 Kakao Bank users and analyzed the data using structural equation model (SEM). The results of empirical analysis using SmartPLS show that functional benefit, experiential benefit, and customization are significantly related to the user's satisfaction, but economic benefits, social benefit, and service variety are not. Customer's satisfaction are also showed significantly to be related to the all types of Kakao Bank usage(balance check, transfer, and other services). This study has the significance in that it examines the user's satisfaction and usage of Kakao Bank in terms of benefits and differentiated services while other studies analyzed banking services focusing on the attributes of banking channel itself.

사용자 편익과 맞춤화가 스마트뱅킹 이용에 미치는 영향 연구 (A Study on the affecting factors of Smart banking usage in terms of user's benefits and personalization)

  • 전병호
    • 디지털산업정보학회논문지
    • /
    • 제12권4호
    • /
    • pp.135-143
    • /
    • 2016
  • The purpose of this study is to investigate the user's attitude and usage of smart banking application in terms of user's benefits and personalization. While the prior researches on mobile banking adoption focus on the characteristics of service itself, this paper intends to investigate the smart banking application in terms of user's benefits, which are personal value consumers attach to the product or service attributes. Based on prior studies functional benefits, social benefits, experiential benefits, and personalization are identified as affecting factors of the user's attitude and usage of smart banking application. According to the results of multiple regression analysis, all benefit factors(functional benefit, experimental benefit, social benefit) and personalization were found to be significantly related to the user's attitude. Users' attitude on smart banking was found to be significantly related to the real usage as well. This paper has value in that it investigates the attitude and usage of smart banking in terms of benefits.