Interaction Design Model Research Articles

Interactive Design Model in Computer-Aided Environmental Teaching and Learning

Interactive Design Model in Computer-Aided Environmental Teaching and Learning

Designing preschool children's educational games for enlightenment through decision analysis methods

As an innovative form of digital online education, educational games have potentially significant impacts on preschool children's enlightenment education. Identifying key factors for effective design is crucial in game development. This study identifies key factors for the design of educational games aimed at preschool children's enlightenment through decision analysis methods. The specific research steps include using SET analysis method to identify gaps in development opportunities, employing the Analytic Hierarchy Process to construct an interactive system design model for enlightenment educational games, calculating the weight value of each factor, and pinpointing the key factors for design practice. Based on this methodology, an enlightenment educational game has been developed, and Fuzzy Comprehensive Evaluation method has been utilized to assess the practical implementation. The approach outlined in this study enables designers to swiftly recognize the critical elements in designing educational games for preschool children's enlightenment, facilitating a responsive design process, achieving effective game designs, and ultimately enhancing preschool children's learning interest and outcomes.

An evaluation model for interactive gaming furniture design based on parent-child behavior

An evaluation model for interactive gaming furniture design based on parent-child behavior

Interactive design of intelligent wearable products based on network communication technology

At this stage, network communication technology is increasingly mature, and intelligent wearable products are also widely used in human daily life. Wearable products are popular with users because of their numerous types, complete functions and convenient services. Wearable products integrate interaction technology, and users can interact with products. However, how to improve the user’s interaction experience and reduce the user’s cognitive burden on the interaction interface is an urgent problem in the current product interaction design. Therefore, based on the analysis of the types and related technologies of wearable products, this paper made a specific analysis of the interaction design of wearable products, and established an interaction design model. At the same time, the wearable fall detection system was also tested by machine learning algorithm. The experimental results showed that the average test result of the algorithm in this paper was 87.39%, while the average test result of the traditional algorithm was 83.79%. In terms of the missed alarm rate of fall detection, the average test result of this algorithm was 6.4%, while the average test result of the traditional algorithm was 12.33%. In terms of fall detection sensitivity, the average test result of this algorithm was 92.50%, while the average test result of the traditional algorithm was 88.24%. Compared with traditional algorithms, this method performs better, with lower missed detection rate and higher sensitivity. Innovative combination of machine learning algorithm, through three-dimensional coordinate system, differentiation and vector sum formula, improves the accuracy and reliability of fall detection. In conclusion, the algorithm in this paper can effectively optimize the relevant performance of the system, thus improving the accuracy of the system’s fall detection.

Retracted: Interactive Clothing Optimization Design Model Based on 3D Printing

Retracted: Interactive Clothing Optimization Design Model Based on 3D Printing

Dynamic Interactive Design of Graphic Design Elements Based on Image Feature Extraction Algorithm

Abstract This paper first analyzes the use and expression of line and surface, color, and text as graphic design composition elements. Secondly, it analyzes the relationship between interaction design and other disciplines and constructs a dynamic interactive design model for graphic design. Then, the features of color, texture, shape and spatial relationship of the image are extracted by the feature extraction algorithm, and the gesture recognition algorithm is used to determine the operation requested by the user and execute it. Finally, data analysis was conducted on 32 randomly selected students from the design school of University H who applied the dynamic interactive design model. The results show that the dynamic interactive design has the highest rating in terms of smooth operation, with an average score of 6.893, and the lowest rating is in terms of low learning cost, with an average score of 5.087. This shows that the dynamic interactive design model of graphic elements can improve the smoothness of operation, thus improving the dynamic interactive experience of students and providing direction for the development of the field of graphic design.

Enhancing Public Engagement in Architectural Design: A Comparative Analysis of Advanced Virtual Reality Approaches in Building Information Modeling and Gamification Techniques

Purpose: This paper investigates the potential of virtual reality (VR) technologies—specifically, building information modeling (BIM) (“Autodesk Revit”) and game engines (“Unreal Engine”)—to enhance public involvement in the design and execution of architecture and urban projects. The main research question focuses on comparing the effectiveness of these two methods in creating an interactive design model for participatory design in public spaces. Methods: The study employed a VR exploratory experiment with 33 participants, followed by semi-structured interviews to analyze two recent developments in London: the Sky Garden, and Crossrail Place Roof Garden. Participants interacted with the design models and provided feedback on their experiences. Results: The findings demonstrate that integrating VR with BIM software using the Enscape plugin effectively enhances user involvement, enabling real-time generation and testing of design alternatives. While both methods were found to be beneficial, participants reported a preference for the direct implementation of VR in BIM software. Conclusions: This research highlights the potential of VR technologies—specifically, BIM and game engines—as a co-design approach for public and social spaces in urban environments. It also identifies limitations and future research opportunities in adopting these methods for participatory design.

An interaction design model for virtual reality mindfulness meditation using imagery‐based transformation and positive feedback

AbstractIn recent years, mindfulness meditation has become increasingly popular as a way to relieve negative emotions. Although many studies have shown the advantages of the most immersive virtual reality (VR) technologies to support mindfulness meditation, few have summarized a standardized process for developing a VR tool to aid mindfulness meditation. We propose an interaction design model for VR mindfulness meditation using imagery‐based transformation and positive feedback to help users quickly soothe their negative emotions. Based on the traditional mindfulness meditation model, we propose the three detailed transformational steps to build (1) an interaction guidance process, (2) an interaction experience context, and (3) an interaction feedback mechanism. We build two scenarios based on them. Our experimental results suggest that our design can effectively alleviate a user's anxiety and provide emotional relief. Our insights on the transformation model of VR mindfulness meditation can be applied in related research, providing an effective reference model for VR mindfulness meditation systems, while providing new ideas for non‐pharmacological interventions in psychotherapy.

Interactive Clothing Optimization Design Model Based on 3D Printing

In order to solve the problem of improving the matching degree between the designed clothing and the user’s body shape, the author proposes an interactive clothing optimization design model based on 3D printing. The user logs in to the system through the user layer, and the display layer uses 3D scanning technology to scan the human head, torso, and other information to collect human body data, and project the collected human body data to obtain the human body outline, select the human body contour line obtained by the denoising process of the interpolation algorithm, extract the feature points of the human body contour line after the denoising process through the corner point detection method, and use the final feature points to obtain the final contour line, the 3D human body data file is generated and sent to the interface layer, the interface layer designs clothing through style design, adding colors and patterns, and uses the global optimization method to adaptively adjust the clothing pieces to achieve clothing design, fit the designed clothing through the virtual fitting module until it meets the user’s needs. Experimental results show that: The system collects user size with an accuracy of higher than 99.5%, and the number of iterations for adaptive adjustment of human body size is less than 30 times. Conclusion: The designed clothing virtual design system can effectively make up for the blank of clothing e-commerce, with high innovation and high practicability.

Retraction Note: Multimodal interface interaction design model based on dynamic augmented reality

Retraction Note: Multimodal interface interaction design model based on dynamic augmented reality

Landscape Rippling: Context‐based water‐mediated interaction design

AbstractWith a core purpose of helping users to understand the context, a water interface provides possibility for enhancing user experience in interaction process. Starting from analyzing existing water‐mediated interaction approaches, we proposed a water‐mediated interaction design model and a corresponding user experience model, aiming to eliminate the boundary between users and the context with water as the medium. According to the proposed model, we implemented a water‐mediated interaction system Landscape Rippling, with the painting “A Panorama of Rivers and Mountains” as its context. Ultimately, user experience tests of the interaction system demonstrate the effectiveness of this water‐mediated interaction design model.

An Interactive Evolutionary Design Method for Mobile Product Customization and Validation of Its Application

Product customization is a means that effectively caters to personal needs, and as such, has increasingly caught the attention of both consumers and manufacturers. With technological advancements, the customization of products is now being made available through mobile applications. However, mobile apps need to be easy to use and operate, which presents some challenges for mobile app designers. In response, this study proposes an interactive evolutionary design method for mobile apps, based on an interactive genetic algorithm, to help consumers generate high-quality designs and enhance their retail experience by optimizing synthetic fitness and reducing the user’s fatigue from evaluation. Firstly, a human–computer interaction model for mobile interactive evolutionary design was launched to solve the screen space problem and simplify the evaluation process. Secondly, to accelerate the convergence of the algorithm, this paper combines hesitation patterns to obtain accurate individual fitness. Thirdly, an ongoing prediction and replacement mechanism were presented to improve user experience. After addressing these items, the proposed method is applied to a customization system that involves traditional brocade patterns of the Zhuang ethnic group in southwestern China and validated using a conventional interactive evolutionary design system with an interactive genetic algorithm. The experimental results show that the proposed method increases the designs’ efficiency, and can help consumers effectively customize their product purchases on mobile devices.

Developing a Utopian Model of Human-Technology Interaction: Collective Intelligence Applications in Support of Future Well-Being

ABSTRACT Human-technology interactions are omnipresent in daily life, a reality that must be faced to enact positive change without uprooting the technological systems that have come to define us. The present study develops a collective intelligence model for human-technology interaction (HTI) design that aims to promote peace, prosperity, and happiness through design intentionality informed by utopian targets of radical improvement in society. Participants generated ideas, clarified and consolidated them, and then developed an interpretive structure model of the most important affordances identified during the idea generation phase. Coupled with a two-pass thematic analysis of the original idea set, what emerged is a model that is informed by stakeholder users of the technologies of tomorrow. Affordance themes centered on the importance of promoting world peace through technological means, identifying and rectifying material and financial inequalities, addressing negative well-being effects in current technologies, and increasing global collaboration and eventual expansion into the cosmos.

Sound Design of Guqin Culture: Interactive Art Promotes the Sustainable Development of Traditional Culture

Culture, as an intangible piece of heritage, is one of the priorities of sustainable conservation. With the rapid modernization of science and technology, traditional culture that is expressed in the form of sound is facing prominent problems related to inheritance and development. Thinking about how to integrate traditional culture into the daily life of the public is an important way of solving sustainability problems related to traditional culture. This study took Guqin culture as its research object, explored the possibility of using sound as an interactive medium, and considered how to present traditional culture to the public in public space to broaden the inheritance and development mode of Guqin culture. Therefore, this study proposes a public Sound Interaction Design Model oriented to sound and presents a public sound-interactive installation with different levels based on the model. The feasibility of the model is verified through an interactive design evaluation method, and the role of the model in sustainable cultural development is discussed.

Modern Art Interactive Design Based on Artificial Intelligence Technology

To improve the effect of modern art design, this study presents a camera pose estimation algorithm based on the least feature points of quaternion. Moreover, this study detects and matches the feature points of the camera image and establishes a system of formulas through the rigid constraints of the feature points, thereby constructing an eigenvalue problem to solve the camera pose. In addition, this study combines artificial intelligence technology to construct the modern art interactive design system and structure the system function structure. Finally, this study analyzes the logical structure and spatial structure of the system and uses the design to analyze the performance of the modern art interaction design model proposed in this study. Through experimental research, it can be known that the modern art interactive design system based on artificial intelligence technology proposed in this study can basically meet the artistic design needs of the new media era.

Value-based model of user interaction design for virtual museum

Value-based model of user interaction design for virtual museum

A Novel User Emotional Interaction Design Model Using Long and Short-Term Memory Networks and Deep Learning.

Emotional design is an important development trend of interaction design. Emotional design in products plays a key role in enhancing user experience and inducing user emotional resonance. In recent years, based on the user's emotional experience, the design concept of strengthening product emotional design has become a new direction for most designers to improve their design thinking. In the emotional interaction design, the machine needs to capture the user's key information in real time, recognize the user's emotional state, and use a variety of clues to finally determine the appropriate user model. Based on this background, this research uses a deep learning mechanism for more accurate and effective emotion recognition, thereby optimizing the design of the interactive system and improving the user experience. First of all, this research discusses how to use user characteristics such as speech, facial expression, video, heartbeat, etc., to make machines more accurately recognize human emotions. Through the analysis of various characteristics, the speech is selected as the experimental material. Second, a speech-based emotion recognition method is proposed. The mel-Frequency cepstral coefficient (MFCC) of the speech signal is used as the input of the improved long and short-term memory network (ILSTM). To ensure the integrity of the information and the accuracy of the output at the next moment, ILSTM makes peephole connections in the forget gate and input gate of LSTM, and adds the unit state as input data to the threshold layer. The emotional features obtained by ILSTM are input into the attention layer, and the self-attention mechanism is used to calculate the weight of each frame of speech signal. The speech features with higher weights are used to distinguish different emotions and complete the emotion recognition of the speech signal. Experiments on the EMO-DB and CASIA datasets verify the effectiveness of the model for emotion recognition. Finally, the feasibility of emotional interaction system design is discussed.

A Blended Approach to Interaction Design: from Emotion to Atmosphere

The past years have seen the deep changes in development strategies of interaction systems in which human feelings have been played an important role during the design process. This paper presents a new interaction design model for designing systems to convey feelings and moods reflecting the mental model of its visitors in supporting their interaction activities. This model recognizes the interdisciplinary and intercultural contribution of each stakeholder involved in the design process. Combining different experiences and skills, the stakeholders embed in the final environment positive emotions according to the domain context in which the project is grounded. In the paper this design process is called atmosphere design and its validity was tested in a case study.

Experiential interaction design model

This study proposes a model for experiential interaction design with a business purpose covering a series of interactive activities. The model includes components such as curiosity, motivation, play, and effect as well as their relationships. While the model balances motivation with the effects, continuous rewarding may be necessary to motivate users to continue their interaction until the effects are achieved. Ease of use is also important for designing the interactions. Lastly, the series of interactive activities should be fun. This study summarizes three types of business purposes: donation-oriented, challenge-oriented, and amusement-oriented. The proposed model can be applied to each type of design, but different implementation details serve various effects, such as charity, engagement, and marketing. This study uses real cases to exemplify and explain the model, thus providing a holistic view for experiential interaction design. Future research can probe more in-depth into each component of the model.

Uncovering the Needs for a Hybridized Interaction Design Model for Sign Language Learning Through Experts’ Feedback

Nielsen’s and Molich’s design guidelines have been famously adapted in studies related to the design of interactive products, including for learning environment, and for hearing-impaired learners. In current situation, the learning materials for hearing-impaired learners are lacking in terms of positive interactions that promote two-way communication, partly because they do not apply appropriate design principles appropriately for the users. This affects their stimulation in learning activities. Hence, this paper aims at uncovering the current design principles applied in learning materials for learning sign language for the hearing-impaired learners. Besides an elicitation of literature, a semi-structured interview with the experts in hearing-impaired curricula has been carried out. It reveals that a study needs to urgently be carried out in proposing a heuristics design model that is specifically able to evoke the positive learning experience.