지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
이용수
초록· 키워드
오류제보하기
Objective The aim of this study is to investigate whether visual aids can enhance decision outcomes for multi-attribute choice making problems with practical datasets. Background: Information visualization techniques have been used to develop visual aids to help consumers process the given information, thus improving decision outcomes by increasing decision quality. However, due to the fact that decision quality is difficult to measure, several studies used context-free data to minimize the impact of participants’ preference structures to reduce subjective factors. To better understand whether these visual aids are effective in a more practical setting, we need to conduct studies using data with context.
Method: The experiment was conducted as a between-subject study with two interfaces, SimulSort for the interactive visualization interface and Typical Sorting for the non-visual traditional interface. Each participant had three decision making trials and the decision-making quality was measured by selecting the nondominated option that is considered as the best choice. A total of 127 participants participated through an online experiment platform.
Results: Using the SimulSort interface, the odds of selecting a nondominated option, compared to not selecting it, increased and has a significant effect. Both the interface and type of selected option had significant main effects on the time spent. A posthoc analysis revealed that the type of selected option had significant effect for the participants who used SimulSort by spending more time to make a decision, however, this effect was not present for the participants who used Typical Sorting. The participants were generally confident on their decisions while using both interfaces.
Conclusion: The results revealed that SimulSort could enhance the probability of making a better decision than compared to Typical Sorting. The study also shows an effective way to conduct a controlled study that has an objective measure for decision making using data with context.
Application: The results of the experiment can help implement visual aids to help consumers make better decisions in everyday life.
Method: The experiment was conducted as a between-subject study with two interfaces, SimulSort for the interactive visualization interface and Typical Sorting for the non-visual traditional interface. Each participant had three decision making trials and the decision-making quality was measured by selecting the nondominated option that is considered as the best choice. A total of 127 participants participated through an online experiment platform.
Results: Using the SimulSort interface, the odds of selecting a nondominated option, compared to not selecting it, increased and has a significant effect. Both the interface and type of selected option had significant main effects on the time spent. A posthoc analysis revealed that the type of selected option had significant effect for the participants who used SimulSort by spending more time to make a decision, however, this effect was not present for the participants who used Typical Sorting. The participants were generally confident on their decisions while using both interfaces.
Conclusion: The results revealed that SimulSort could enhance the probability of making a better decision than compared to Typical Sorting. The study also shows an effective way to conduct a controlled study that has an objective measure for decision making using data with context.
Application: The results of the experiment can help implement visual aids to help consumers make better decisions in everyday life.
목차
1. Introduction
2. Background
3. Method
4. Results
5. Discussion
6. Conclusion and Future Research
References
참고문헌 (22)
참고문헌 신청
[학술대회논문] - Bautista, J. / 2008 / An empirical evaluation of interactive visualizations for preferential choice / Proceedings of the Working Conference on Advanced Visual Interfaces : 207 ~ 214
[학술대회논문] - Carenini, G. / 2004 / ValueCharts: analyzing linear models expressing preferences and evaluations / Proceedings of the Working Conference on Advanced Visual Interfaces : 150 ~ 157
[학술지(정기간행물)] - Chen, Y.C. / 2009 / The effects of information overload on consumers' subjective state towards buying decision in the internet shopping environment / Electronic Commerce Research and Applications 8 (1) : 48 ~ 58
[학술지(정기간행물)] - Grant, A.M. / 2011 / Too much of a good thing the challenge and opportunity of the inverted utility / Perspectives on Psychological Science 6 (1) : 61 ~ 76
[학술지(정기간행물)] - Hahn, M. / 1992 / The effects of time pressure and information load on decision quality / Psychology and Marketing 9 (5) : 365 ~ 378
[학술대회논문] - Carenini, G. / 2004 / ValueCharts: analyzing linear models expressing preferences and evaluations / Proceedings of the Working Conference on Advanced Visual Interfaces : 150 ~ 157
[학술지(정기간행물)] - Chen, Y.C. / 2009 / The effects of information overload on consumers' subjective state towards buying decision in the internet shopping environment / Electronic Commerce Research and Applications 8 (1) : 48 ~ 58
[학술지(정기간행물)] - Grant, A.M. / 2011 / Too much of a good thing the challenge and opportunity of the inverted utility / Perspectives on Psychological Science 6 (1) : 61 ~ 76
[학술지(정기간행물)] - Hahn, M. / 1992 / The effects of time pressure and information load on decision quality / Psychology and Marketing 9 (5) : 365 ~ 378
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Analysis of the Three-Way Decision Rules in Online Learning-Taking a Calculus Course as an Example
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2022 .06
-
I2C 인터페이스를 위한 양방향 광 인터커넥션 기술에 관한 연구
한국통신학회 학술대회논문집
2016 .06
-
Ethical Decision-Making Assistance for Autonomous Driving by Hybrid Approach in Collision Imminence with Vulnerable Road Users
제어로봇시스템학회 국제학술대회 논문집
2022 .11
-
시스템 엔지니어링 기반 의사결정 지원 시스템 설계
Proceedings of KIIT Conference
2016 .06
-
R&D 투자 의사결정에서 감정적 단서의 영향 및 관성적 의사결정에 관한 연구
대한인간공학회지
2018 .06
-
간호대학생의 진로결정 자기효능감, 전공만족도 및 사회적 지지가 진로결정수준에 미치는 영향
한국산학기술학회 논문지
2023 .02
-
How to develop corporate real estate? A decision support tool for CREM
Journal of construction engineering and project management
2017 .01
-
무인항공기 자율성 향상을 위한 의사결정 알고리즘에 대한 연구
한국항공우주학회 학술발표회 초록집
2022 .11
-
지진 재난대응을 위한 의사결정 가시화기술 설계 및 개발
대한설비관리학회지
2020 .01
-
원자력 발전소 사고 예측 모형과 병합한 최적 운행중지 결정 모형
산업경영시스템학회지
2018 .01
-
Effective Visual Interface Study Causing resistance about additional electric charge
대한인간공학회 학술대회논문집
2016 .06
-
Implementing a Sustainable Decision-Making Environment - Cases for GIS, BIM, and Big Data Utilization -
한국BIM학회논문집
2016 .01
-
Decision Mining in Business Processes : A Brief Survey
대한산업공학회 춘계공동학술대회 논문집
2016 .04
-
블록체인 기반의 토큰 증권 IT 플랫폼 선택을 위한 의사결정 연구
JOURNAL OF PLATFORM TECHNOLOGY
2023 .10
-
Pre-Decision Path 및 Sample/Hold-Decision Feedback Equalizer를 이용한 Far-End Crosstalk 보상기
대한전자공학회 학술대회
2023 .06
-
A Decision Making Method for Reconfiguration of Adaptive Info-communications Systems
Industrial Engineering & Management Systems
2021 .12
-
결정경계를 기반으로 하는 Color-independent Visual-MIMO 시스템의 심벌 판정 방법
한국통신학회 학술대회논문집
2017 .06
-
Redesign target decision in Product line decision using competitive clout
대한산업공학회 추계학술대회 논문집
2018 .11
-
Quantitative Risk Management and Decision Making in Construction
대한토목학회지
2017 .08
-
상태 예측을 통해 확장된 Decision Transformer 에 관한 연구
한국통신학회 학술대회논문집
2024 .11
이 논문의 저자 정보
이 논문과 함께 이용한 논문
연결된 제품군에서의 서비스와 사용자 경험에 대한 연구
이재인
,
김민주
,
김성희
대한인간공학회 학술대회논문집
2023
.05
데이터 시각화의 사용자 선호도 분석: 분포 시각화 방식을 중심으로
김하늘
,
김성희
디지털콘텐츠학회논문지
2023
.01
비직교 다중 접속 기반 이종 네트워크에서 딥러닝 알고리즘을 이용한 사용자 및 전력 할당 기법
김동현
,
이인호
한국정보통신학회논문지
2022
.03
설비 이상탐지를 위한 딥러닝 알고리즘 개발
김민희
,
진교홍
한국정보통신학회논문지
2022
.02
데이터 유통 및 거래를 위한 빅데이터 플랫폼 UX 평가 연구 : 10대 빅데이터 플랫폼을 대상으로
장윤
,
김하늘
,
이재인
외 1명
한국HCI학회 논문지
2021
.12
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-ECN-0101-2018-530-001832386