Evaluation of a Smart Audio System Based on the ViP Principle and the Analytic Hierarchy Process Human–Computer Interaction Design
Abstract
:1. Introduction
2. Related Work
3. Construction of a Model based on the ViP Principle and the AHP
3.1. ViP Principle
3.2. Analytic Hierarchy Process (AHP)
- (1)
- Formulating a judgment matrix for the indicator layer A is performed as follows:
- (2)
- Solving the maximum eigenvalue using the consistency test is performed as follows:
- (3)
- The robustness of the data is determined using three different calculation methods based on Equations (5)–(7), and the three results are summed and averaged ω4 as follows:
- (4)
- The calculation of the weight vector using the geometric average method is performed as follows:
- (5)
- The calculation of the weight vector using the arithmetic mean method is performed as follows:
- (1)
- Establish a hierarchical structure model: Divide the decision-making goals, factors to be considered (decision-making criteria), and decision-making objects into the highest level, the middle level, and the lowest level according to their interrelationships, and draw a hierarchical structure diagram. The highest level is the purpose of decision making and the problem to be solved; the lowest level is the alternatives when making decisions; and the middle level is the factors to be considered and the criteria for decision making.
- (2)
- Construct all judgment matrices in each level: Use the paired comparison method and the scale of 1 to 9 to construct a pairwise comparison matrix of each factor in each level to the previous level. The paired comparison method is a pairwise comparison method in which two indicators are compared; the 1 to 9 scale refers to using a number between 1 and 9 to scale the relative importance of different indicators.
- (3)
- Calculate the relative weight of the compared element to the criterion from the judgment matrix and conduct a consistency test: The necessity of conducting a consistency test on the matrix is that the judgment matrices we construct are all forward and reciprocal matrices. If the forward and reciprocal matrices satisfy a consistent matrix, the principle of consistency testing is to check whether there is much difference between the judgment matrix we constructed and the consistency matrix. The steps of consistency testing include calculating the consistency index, calculating the random consistency index, RI, calculating the consistency ratio, CR, etc.
- (4)
- Weight vector and consistency index: The judgment matrix A obtained through pairwise comparison does not necessarily meet the reciprocity condition of the judgment matrix. The AHP uses a quantitative standard to measure the degree of inconsistency of the judgment matrix A. The formula of the consistency test is the average random consistency index * order RI.
4. Smart Speaker Design Evaluation
4.1. Deconstruction Phase
4.2. Quantitative Analysis of Design Metrics
5. Design Examples
5.1. Context Layer Design
5.2. Interactive Layer Design
5.3. Product Layer Design
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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N | 1 | 2 | 3 | 4 |
---|---|---|---|---|
RI | 0 | 0 | 0.52 | 0.89 |
Type | No Screen | With Screen | With Lighting |
---|---|---|---|
Legend | ① | ② | ③ |
Color | Red body, red buttons | White body, black panel | Transparent body, black base |
Material | Metal front mesh + eco-friendly ABS plastic + built-in fabric mesh | Plastic | Organic glass + plastic |
Features | Voice assistant, music, and audiobook playback | Voice assistant, video display function | Voice assistant, water ripple breathing light effect |
Dimensions (mm3) | 153 × 67.5 × 63 | 113 × 68 × 81.5 | 283.6 × 232 × 232 |
Legend | Interaction | Interface | Features |
---|---|---|---|
1. | Buttons, voice, mobile app | Three buttons, large buttons, mosaic information, dynamic expressions, stylish and simple interface | Friendly, soft, passionate |
2. | Touch, speech, machine-side interface, mobile-side interface | Three buttons, large button size, multi-touch, large black screen, increase visual feedback information | Calm, simple, stylish |
3. | Buttons, voice, visual lighting | Combining indoor audio with integrated environmental lighting effects, experiencing music through ripple motion | Wonderful, warm, novel |
Field | Development | Trend | Normality | Principle |
---|---|---|---|---|
Technique | Research and development of smart speakers; artificial intelligence; emphasis on user experience | Multi-sensory interaction; development of smart speakers; popular application of AR | Rapid iteration of smart products; audio–visual products are an indispensable part of home life | Establish the most harmonious relationship between products and users |
Economy | Significant growth potential in the Chinese market; lower prices | Smart audio–visual products are becoming increasingly essential products in home life | Economic downturn; sustainable development | Safeguard people’s livelihood; sustainable development |
Social Policy | Favorable policies frequently introduced at the national level for the smart home industry | Increased human–computer interaction; towards social development | Support technologically innovative products | Raise the happiness index of the entire population |
Psychology | Yearly decline in mental well-being | Desire for companionship; the desire for novel experiences; everyone needs to express themselves | Psychological stress; the love of beauty is a universal trait; preserve good memories | The aesthetics of life is an expression of lifestyle; situational |
Culture | Homes aspiring to a better life | Adapting to the digital trend | Home decoration expresses feelings towards home and cultural cultivation | Discover and experience the beauty around you; change and improve your attitude towards life |
Criterion | Indicator Layer |
---|---|
A1 Product Layer | |
A11 Friendly and Soft (4.18) | 0.2583 0.2583 0.2605 0.2590 |
A12 Warm and Novel (4.36) | 0.6370 0.6370 0.6333 0.6358 |
A13 Simple and Stylish (4.12) | 0.1047 0.1047 0.1062 0.1052 |
A2 Interactive Layer | |
A21 Voice Recognition (4.34) | 0.0780 0.0779 0.0809 0.0789 |
A22 Button Interface Touch (4.39) | 0.1891 0.1908 0.1948 0.1916 |
A23 App Control (4.37) | 0.1188 0.1219 0.1244 0.1217 |
A24 Composite Interaction (4.54) | 0.6140 0.6095 0.5999 0.6078 |
A3 Context Layer | |
A31 Psychological Stress (4.22) | 0.2050 0.2081 0.2122 0.2084 |
A32 Everyone Needs to Express (4.04) | 0.0511 0.0509 0.0539 0.0520 |
A33 Support for Technologically Innovative Products (4.21) | 0.1355 0.1392 0.1444 0.1397 |
A34 Discover and Experience the Beauty Around You (4.48) | 0.6084 0.6019 0.5895 0.5999 |
Product Interaction | Needs Awakening | Active Interaction | Interactive Balance | |
---|---|---|---|---|
User Status | ||||
Independent | 1 | 2 | 3 | |
Mutual dependence | 4 | 5 | 6 | |
Dependence | 7 | 8 | 9 |
Product Interaction | Need to Wake Up | Active Interaction | Interactive Balance | |
---|---|---|---|---|
User Status | ||||
Independent | 1 | 2 | 3 | |
Mutual dependence | 4 | 5 | 6 | |
Dependence | 7 | 8 | 9 |
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Huang, J.; Li, W.; Sadad, T. Evaluation of a Smart Audio System Based on the ViP Principle and the Analytic Hierarchy Process Human–Computer Interaction Design. Appl. Sci. 2024, 14, 2678. https://doi.org/10.3390/app14072678
Huang J, Li W, Sadad T. Evaluation of a Smart Audio System Based on the ViP Principle and the Analytic Hierarchy Process Human–Computer Interaction Design. Applied Sciences. 2024; 14(7):2678. https://doi.org/10.3390/app14072678
Chicago/Turabian StyleHuang, Jinsong, Wenyu Li, and Tariq Sadad. 2024. "Evaluation of a Smart Audio System Based on the ViP Principle and the Analytic Hierarchy Process Human–Computer Interaction Design" Applied Sciences 14, no. 7: 2678. https://doi.org/10.3390/app14072678
APA StyleHuang, J., Li, W., & Sadad, T. (2024). Evaluation of a Smart Audio System Based on the ViP Principle and the Analytic Hierarchy Process Human–Computer Interaction Design. Applied Sciences, 14(7), 2678. https://doi.org/10.3390/app14072678