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Chinese Web users' daily image needs and seeking behavior in a Q&A community 被引量:1
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作者 Kun HUANG Xi NIU +1 位作者 Shanshan WANG Kaifei WANG 《Chinese Journal of Library and Information Science》 2015年第1期1-20,共20页
Purpose: In order to further the understanding of Chinese Web users' image-seeking behavior, this study explores the kinds of images that Chinese Web users seek online and how they express their requests.Design/meth... Purpose: In order to further the understanding of Chinese Web users' image-seeking behavior, this study explores the kinds of images that Chinese Web users seek online and how they express their requests.Design/methodology/approach: We used five pairs of simulated keywords to collect 893 image-seeking questions from Baidu Zhidao. Then, we revised the subject category of questions to analyze popular image needs. In addition, we conducted content analysis and descriptive statistical analysis to identify image-seeking motivations and image features used in the requests in terms of the two theories of image feature classification and image use. Findings: Among the 893 questions, the image searches for entertainment accounted for 47.59%, more than the searches for professional knowledge (37.40%) and personal daily activities (15.01%). With regard to motivation, over 60% of the questions were identified as used for learning, which is well over the proportion of questions used for illustrating. Thus, these questions requested images as sources of data rather than sources of objects. Non-visual features (47.58%) were used most frequently in question descriptions, slightly higher than semantic features (45.96%). Users who lacked domain knowledge tended to use general words rather than specific words to describe their requests. However, not many users used syntactic featm'es when seeking images. Nevertheless, most of the users had a fairly clear idea about what the target image should look like. Research limitations: We studied only one question and answer (Q&A) community using five pairs of simulated keywords. Practical implications: The findings should be helpful in strengthening the functionality of Q&A systems, promoting the theories of image feature classification, and shedding light on information literacy training.Originality/value: This study is one of the first research efforts that discusses Chinese Web users' daily image searches and querying behavior in natural language in a Q&A community, which should help to further the understanding of the principles of image-seeking behavior among Chinese Web users. 展开更多
关键词 Image needs Image seeking Baidu Zhidao Q&A communities Image users
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Clothing Needs for Wheelchair Users: A Systematic Literature Review
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作者 Qilong Feng Chi-Leung Hui 《Advances in Aging Research》 2021年第1期1-30,共30页
The aim of this study was to identify the clothing needs of wheelchair users using relevant literatures in a global scale and to design a method to classify the clothing needs into a unified system, in order to genera... The aim of this study was to identify the clothing needs of wheelchair users using relevant literatures in a global scale and to design a method to classify the clothing needs into a unified system, in order to generate a map of wheelchair users’ clothing needs with the information from multiple resources. The paper reviewed the previous studies about clothing needs and preference of wheelchair users. A three-tier screening was designed to extract main findings from the relevant literature. Content analysis and statistical analysis w</span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">ere</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;"> used to integrate the information and identify implications. Information was categorized to represent the attributes of the clothing needs. The paper provides comprehensive insights about the specific barriers and abstract demands about the clothing needs of wheelchair users regarding their preference </span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">for</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;"> apparel products. Eight essential attributes relating to the clothing needs of wheelchair users were identified: functional needs, fit attribute fabric and fiber, safety issue, aesthetic needs, expressive needs, quality of life, and extrinsic attributes. The attributes were classified into two general domains, reflecting the physical challenges and psychological desires of wheelchair users. 展开更多
关键词 Wheelchair user Disabled People Clothing needs APPAREL GARMENT
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A study of changing information needs of contemporary public library users in China
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作者 LI Guihua CHEN Xueqiao 《Chinese Journal of Library and Information Science》 2009年第1期62-76,共15页
Public libraries should be vigilant and responsive to the ever changing information needs of their clientele functioning in a society undergoing through rapid change due to technological innovations. China is currentl... Public libraries should be vigilant and responsive to the ever changing information needs of their clientele functioning in a society undergoing through rapid change due to technological innovations. China is currently experiencing a social and technological transformation of great magnitude in terms of metamorphosing itself from a traditional society to one that is driven by information technologies. Our research study, taking this proposition into account, did a questionnaire survey on 954 library information users at five major public libraries. This research study has discovered that the information needs of public library users today reflect some of the peculiar characteristics of their society in changing times which is driven largely by the rapid development and application of new information technologies. It shows that there is a newly added demand emphasis on certain categories of library resources and services by the Chinese reading public. Our research findings have identified such needs basically in the following five functional areas of public libraries, namely, 1) Increased demands for economic resources, 2) rising expectations for more effective and efficient library services, 3) a convenient location and an amicable environment congenial to learning, 4) a suitable place for engaging in intellectual dialogues and in socialization, and 5) a few other technological amenities and information technology-based digital resources and facilities in addition to a rich repository of library materials in print format. Finally, our paper concludes its discussion with a few observation remarks about the changing trend of public libraries' visions, missions and operations vis-à-vis a contextual background of the ever heightened public expectations for getting quality information services in a timely manner in order for them to function effectively in an information-oriented society such as that of ours today. 展开更多
关键词 Library information user needs Public libraries Library survey
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A survey of the information needs of visually impaired library users
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作者 Wanbin LI Yanna LI 《Chinese Journal of Library and Information Science》 2014年第1期57-68,共12页
Purpose:The research aims to investigate the information needs of visually impaired library users in China in order to increase our understanding of these users and help the Chinese public libraries improve their serv... Purpose:The research aims to investigate the information needs of visually impaired library users in China in order to increase our understanding of these users and help the Chinese public libraries improve their services for them.Design/methodology/approach:A questionnaire survey was used to study the library users’ information needs.Eleven large public libraries in different areas of China,which were pioneers in implementing services for visually impaired people,were chosen to conduct the survey.Data analysis was based on 97 valid questionnaires retrieved.Findings:Radio and television were still the preferred sources of information for visually impaired users.In information seeking,they had a strong preference for obtaining information in the most convenient way,and accessing a vast amount of information,which was updated quickly.They paid more attention to the information closely related to their work and life.Their purposes of seeking information were mainly for learning,relaxation and intercommunication.Visually impaired users felt some barriers in their access to library services such as a lack of time or a sighted companion who can come along for the trip to the library.Moreover,it was difficult for them to use the Internet to search for information,because many websites do not support the auxiliary software designed especially for visually impaired users or the websites offer only a paid subscriber service.Research limitations:A majority of the respondents were young and middle-aged people and engaged in work.The sample size needs to be enlarged,and different groups of users such as old people and students should be included to yield more useful results.Practical implications:The survey results provide insights into the information needs of the Chinese visually impaired library users.Meanwhile,the research can serve as a reference source for the future studies of the service for visually impaired library users.Originality/value:So far,few studies were conducted to investigate the information needs of visually impaired library users in China. 展开更多
关键词 Public library Visually impaired user Information need
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ICT eServices Requirements to Address Rural Users Expectations and Needs
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作者 Nobert Rangarirai Jere Mamello Thinyane Alfredo Terzoli 《通讯和计算机(中英文版)》 2012年第3期285-296,共12页
关键词 信息通信技术 电子服务 农村用户 共享信息 期望 农村社区 技术专家 社会交往
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Customization Product Design Based on User's Emotion and Needs 被引量:3
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作者 金纯 张春林 刘文枝 《Defence Technology(防务技术)》 SCIE EI CAS 2005年第2期245-249,共5页
The paper presents a design method that ensures the ingenuity of the product form as well as the whole and exact expression of user’s needs. The key idea is to establish an automatic design system which can transform... The paper presents a design method that ensures the ingenuity of the product form as well as the whole and exact expression of user’s needs. The key idea is to establish an automatic design system which can transform the user’s language needs into the product features in real-time. A rifle was taken as a research instance and soldiers were chosen as evaluation customers. The theory of fuzzy set and semantic difference are adopted to evaluate the relationship between user’s needs and product features as well as their alternatives. FAHP (fuzzy analytic hierarchy process) is utilized to judge the user’s satisfactory forms. This method can also be applied to other product form designs. 展开更多
关键词 user’s needs product form CUSTOMIZATION fuzzy number
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Modelling User Needs:Students as Enterprise Analysts 被引量:1
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作者 GIANMARIO Motta THIAGO Barroero Daniele Sacco 《计算机教育》 2012年第10期64-68,共5页
We illustrate a case study,where students designed enterprise architectures,that were not only welcome but successfully implemented.The success key was threefold.First the analysis framework,that integrates all the as... We illustrate a case study,where students designed enterprise architectures,that were not only welcome but successfully implemented.The success key was threefold.First the analysis framework,that integrates all the aspects of the systems that are relevant to users,namely user interface,rules,and information.Second,the analysis approach,that guides,trough confirmatory sessions,to elicit real requirements from users.Third,the model-to-model transformation,that assures consistency from the highest aggregate abstraction down to an executable model. 展开更多
关键词 Enterprise Architecture user Requirements Requirements Collection Analysis Systems Analysis Software Engineering Education Business Process Analysis user needs
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Analysis of Daily Life,Spiritual Comfort,and Fall Safety Care Needs of Elderly People in Urban and Rural Areas
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作者 Fang Zheng Xiaojing Tang Xinyue Zhang 《Journal of Clinical and Nursing Research》 2025年第1期157-163,共7页
Objective: To examine the daily life care, spiritual comfort, and fall safety care needs of the elderly in urban and rural areas of Tangshan, along with their influencing factors. Methods: From August 2022 to April 20... Objective: To examine the daily life care, spiritual comfort, and fall safety care needs of the elderly in urban and rural areas of Tangshan, along with their influencing factors. Methods: From August 2022 to April 2023, an investigation was conducted among urban and rural elderly individuals aged over 75 years in Tangshan City using the Activities of Daily Living Scale, the Revised Community Elderly Fall Risk Assessment Tool, and the Loneliness Scale. Results: The study included 750 urban and 740 rural elderly individuals aged over 75 years. Matrix analysis revealed a significant proportion of fall safety care needs across various daily life and spiritual care requirements. Multiple factor analysis indicated that advanced age, lower education levels, a greater number of chronic diseases, and lower levels of family and social support were associated with higher care demands among the elderly in both urban and rural areas. These differences were statistically significant (P < 0.05). Conclusion: The elderly in urban and rural areas demonstrate a high demand for fall safety care. Particular attention should be given to individuals with lower education levels, those who are widowed, those with multiple chronic diseases, and those with low levels of family and social support to better meet the diverse care needs of this population. 展开更多
关键词 Elderly people Daily life care needs Spiritual comfort needs Fall safety care needs Matrix analysis
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A Study on the Current Situation of Supportive Care Needs and Influencing Factors of Postoperative Patients with Muscle-Invasive Bladder Cancer
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作者 Xue Hu Shangkun Zhang +2 位作者 Qian Sun Juan Zhou Xia Pan 《Journal of Biosciences and Medicines》 2025年第2期357-368,共12页
Objective: To explore the current status and influencing factors of supportive care needs in patients with muscle-invasive bladder cancer after surgery, and to provide a reference for the development of targeted inter... Objective: To explore the current status and influencing factors of supportive care needs in patients with muscle-invasive bladder cancer after surgery, and to provide a reference for the development of targeted intervention strPan ategies. Methods: A general data questionnaire and supportive care needs scale were used to investigate 107 patients with muscle-invasive bladder cancer after surgery. Results: The total score of supportive care needs in patients with muscle-invasive bladder cancer after surgery was (98.48 ± 9.07). Multiple linear regression analysis showed that age, primary caregiver, medical payment method, number of hospitalizations and postoperative time were important influencing factors of supportive care needs in patients with muscle-invasive bladder cancer after surgery (P Conclusion: The supportive care needs of patients with muscle-invasive bladder cancer after surgery are at a low level. Medical staff should identify them early, pay more attention to young patients, patients without medical insurance and patients with multiple hospitalizations, and provide targeted nursing measures to meet their supportive care needs. 展开更多
关键词 Muscle-Invasive Bladder Cancer Supportive Care needs Influencing Factors
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Research progress on information needs of perinatal women
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作者 Jia-Wei Du Li-Hua Jin 《Nursing Communications》 2025年第2期1-7,共7页
Describe the content and current situation of maternal information needs and support,providing a basis for building maternal information needs assessment tools and improving information support systems.Retrieve articl... Describe the content and current situation of maternal information needs and support,providing a basis for building maternal information needs assessment tools and improving information support systems.Retrieve articles related to the topic from domestic and foreign databases,and ultimately include 54 articles.Summarize from the aspects of information demand content,influencing factors,evaluation tools,and information support channels.We found that the information needs of pregnant women are rich in content,but the existing information support content is limited and the form is single.There is an urgent need to establish scientific and effective information needs assessment tools,as well as diverse information support systems. 展开更多
关键词 perinatal period information needs REVIEW
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Analysis of the current status and influencing factors of basic psychological needs of community residents in Yanbian
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作者 Shu-Han Liu Yin-Ji Jin 《Nursing Communications》 2025年第13期1-7,共7页
Background:Despite self-determination theory’s prominence,few studies examine BPN in China’s ethnic frontier regions.Therefore,this study investigates and analyzes the current situation of community residents with d... Background:Despite self-determination theory’s prominence,few studies examine BPN in China’s ethnic frontier regions.Therefore,this study investigates and analyzes the current situation of community residents with different demographic characteristics in Yanbian in the three basic psychological needs of competency needs,autonomy needs and attribution needs,so as to provide reference for the construction of community service in Yanbian area.Methods:A survey was conducted among 234 residents in four communities in Yanbian from September to October 2024.The equal probability random sampling method was used to collect data by using a general information questionnaire and basic psychological demand scale,and SPSS 28.0 was used for analysis.Through single factor analysis,Pearson correlation analysis and multiple linear regression analysis,the influencing factors and correlation of basic psychological needs of community residents in Yanbian area were discussed.Results:The basic psychological needs of residents were above the middle level;there is a significant positive correlation between economic status and the three dimensions of basic psychological needs(P<0.001).There is a significant positive correlation between the three dimensions of competence demand(β=2.028,P<0.001),autonomy demand(β=2.022,P<0.001),and attribution demand(β=2.693,P<0.001).Conclusion:The satisfaction degree of basic psychological needs of community residents in Yanbian is significantly affected by economic situation,which urges nurses to advocate for economic empowerment programs in community health and provides an empirical basis for the construction of a psychological service system in this area.At the same time,it is proposed that the region can respond by improving social support and improving employment results. 展开更多
关键词 basic psychological needs community residents self-determination theory PSYCHOLOGY
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A Study of Staged Differences in the Needs of Lymphoma Patients throughout the Service under the Care Perspective
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作者 Yaru Qian Deying Hu 《Journal of Clinical and Nursing Research》 2025年第6期179-187,共9页
Based on the perspective of caring,this study constructs a whole-cycle management programme for lymphoma patients,and systematically explores the pathway of patients’health management from diagnosis to recovery by in... Based on the perspective of caring,this study constructs a whole-cycle management programme for lymphoma patients,and systematically explores the pathway of patients’health management from diagnosis to recovery by integrating literature analysis,clinical practice research,and multidisciplinary experts’consensus.Focusing on the differentiated needs of patients,the study proposes a dual-track management framework of‘precise diagnosis and treatment standard’and‘humanistic care practice’,and innovatively designs a multidisciplinary collaborative mechanism,an information-based follow-up platform,and a social support network.Through the role of‘care consultant’,the programme connects the medical team with the individual needs of patients,strengthens treatment compliance and improves the quality of life,and provides a theoretical basis and practical reference for the optimization of the whole management mode of lymphoma patients. 展开更多
关键词 Lymphoma patients Holistic management Patient needs
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Using Outlier Detection to Identify Grey-Sheep Users in Recommender Systems: AComparative Study
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作者 Yong Zheng 《Computers, Materials & Continua》 2025年第6期4315-4328,共14页
A recommender system is a tool designed to suggest relevant items to users based on their preferences and behaviors.Collaborative filtering,a popular technique within recommender systems,predicts user interests by ana... A recommender system is a tool designed to suggest relevant items to users based on their preferences and behaviors.Collaborative filtering,a popular technique within recommender systems,predicts user interests by analyzing patterns in interactions and similarities between users,leveraging past behavior data to make personalized recommendations.Despite its popularity,collaborative filtering faces notable challenges,and one of them is the issue of grey-sheep users who have unusual tastes in the system.Surprisingly,existing research has not extensively explored outlier detection techniques to address the grey-sheep problem.To fill this research gap,this study conducts a comprehensive comparison of 12 outlier detectionmethods(such as LOF,ABOD,HBOS,etc.)and introduces innovative user representations aimed at improving the identification of outliers within recommender systems.More specifically,we proposed and examined three types of user representations:1)the distribution statistics of user-user similarities,where similarities were calculated based on users’rating vectors;2)the distribution statistics of user-user similarities,but with similarities derived from users represented by latent factors;and 3)latent-factor vector representations.Our experiments on the Movie Lens and Yahoo!Movie datasets demonstrate that user representations based on latent-factor vectors consistently facilitate the identification of more grey-sheep users when applying outlier detection methods. 展开更多
关键词 Recommender system collaborative filtering grey-sheep users outlier detection
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Teacher support and adolescents’ personal growth initiative: The mediating role of basic psychological needs satisfaction
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作者 Xi Chen QingWang +1 位作者 Xiaoxiao Hong Wanru Lin 《Journal of Psychology in Africa》 2025年第1期37-42,共6页
This study investigated the mediating role of basic psychological needs satisfaction in relationship between teacher support and adolescents’personal growth initiative.A total of 493 adolescents(females=44.8%,mean ag... This study investigated the mediating role of basic psychological needs satisfaction in relationship between teacher support and adolescents’personal growth initiative.A total of 493 adolescents(females=44.8%,mean age=12.46,SD=0.57)completed the Teacher Support Scale,the Adolescents’Personal Growth Initiative Scale,and the Basic Psychological Needs Scale.The results,analyzed through a Mediation model analysis results indicated higher teacher support to be significantly associated with higher adolescents’personal growth initiative.Teacher support was also associated with higher basic psychological needs satisfaction.Basic psychological needs satisfaction mediated the relationship between teacher support and adolescents’personal growth initiative for higher personal growth initiative.Thus,enhancing students’perceptions of teacher support would support the student’s sense of proactive and resilient growth with basic psychological needs satisfaction. 展开更多
关键词 teacher support personal growth initiative basic psychological needs adolescents
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A Qualitative Study on the Self-Management Experiences and Outpatient Nursing Needs of Intestinal Stoma Patients During the Post- Discharge Transition Period
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作者 Yueqing Ren Ye Li +2 位作者 Baoling Zhou Yuqing Wang Yunfen Sun 《Journal of Clinical and Nursing Research》 2025年第11期165-171,共7页
Objective:To explore the self-management experiences and outpatient nursing needs of intestinal stoma patients during the post-discharge transition period,in order to provide a basis for scientific decision-making in ... Objective:To explore the self-management experiences and outpatient nursing needs of intestinal stoma patients during the post-discharge transition period,in order to provide a basis for scientific decision-making in patient self-care and improvements in specialized stoma outpatient services.Methods:Using purposive sampling,13 colorectal cancer patients in the post-discharge transition period who had undergone intestinal stoma surgery were selected from a tertiary hospital in Shandong Province between November 2024 and March 2025.Semi-structured interviews were conducted,and data were analyzed using Colaizzi’s seven-step method to extract themes.Results:Three core themes were identified:challenges in self-management during the transition period,outpatient nursing needs during the transition period,and gaps in doctor-patient information continuity.Conclusion:Future efforts should focus on high-risk groups of stoma patients during the transition period by building intelligent and systematic outpatient guidance and support systems to improve their quality of life. 展开更多
关键词 Transition period ENTEROSTOMY Self-management experience Outpatient care needs Qualitative research
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Chinese L2 Learning Needs of MBBS Students:Influencing Factors and Strategies for Deep Learning
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作者 TIAN Jing XU Bo 《Journal of Literature and Art Studies》 2025年第11期829-836,共8页
This study examines the language learning needs and influencing factors of international MBBS students in China, to promote deep learning. Despite compulsory Chinese requirements (Level 4 HSK), a non-immersive environ... This study examines the language learning needs and influencing factors of international MBBS students in China, to promote deep learning. Despite compulsory Chinese requirements (Level 4 HSK), a non-immersive environment often leads to motivation issues. Findings reveal that students perceive their needs as phased, homogeneous yet diverse, and not universal. Daily and professional communication demands, positive teacher-student relationships, and successful language application drive deep learning. Key strategies are proposed, including enhancing teacher quality, developing structured materials that bridge general and medical Chinese, implementing scenario-based teaching that prioritizes speaking/listening, and optimizing the curriculum for continuous exposure and a balanced workload. The ultimate goal is to cultivate competent communicators for medical practice and daily life in China. 展开更多
关键词 MBBS students Chinese language learning needs analysis deep learning teaching strategies
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Basic psychological needs satisfaction mediation of the relationship between kindergarten error management climate and creative teaching
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作者 Jing Wang Ping Li 《Journal of Psychology in Africa》 2025年第2期167-172,共6页
The present study aimed to examine the association between kindergarten error management climate and creative teaching and the mediating role of basic psychological needs satisfaction.A sample of 561 Chinese kindergar... The present study aimed to examine the association between kindergarten error management climate and creative teaching and the mediating role of basic psychological needs satisfaction.A sample of 561 Chinese kindergarten teachers(females=98%,M_(age)=34.32,SD=1.25)completed self-reported questionnaires on their work error management atmosphere,basic psychological needs satisfaction,and innovative teaching.The results structural equation modelling path analysis showed that high kindergarten error management climate was associated with higher innovative teaching.Moreover,the need for competence,but not the need for relatedness accounted for kindergarten error management atmosphere related to the teachers’innovative teaching.These results clarify the role of self-perceived competencies in the relationship between kindergarten teacher error management climate and creative teaching prospects important for teacher development and supervision. 展开更多
关键词 error management climate creative teaching basic psychological needs satisfaction kindergarten teachers
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Method of Electricity Supply Reliability Need Assessment for Multi-type Power Users Area
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作者 Yihao Zeng Lin Guan Han Wu 《Energy and Power Engineering》 2013年第4期950-953,共4页
With electric power outage influence on different type users analyzed, indexes for assessing supply reliability need level is designed. Based on fuzzy evaluation method, a regional power supply reliability level asses... With electric power outage influence on different type users analyzed, indexes for assessing supply reliability need level is designed. Based on fuzzy evaluation method, a regional power supply reliability level assessment method which utilizes qualitative data is presented. 展开更多
关键词 POWER Supply RELIABILITY need ASSESSMENT Indexes for need ASSESSMENT of Supply RELIABILITY REGIONAL Supply RELIABILITY needs
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Elderly care needs and factors influencing negative emotions among first-generation only child parents in a Chinese city
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作者 Rui Dong Xiu-Xia Wang Ling-Juan Zhang 《World Journal of Psychiatry》 2025年第5期155-163,共9页
BACKGROUND China has recently encountered severe challenges associated with population aging.Parents of first-generation only children face significant challenges regarding elderly care needs and the associated negati... BACKGROUND China has recently encountered severe challenges associated with population aging.Parents of first-generation only children face significant challenges regarding elderly care needs and the associated negative emotions.AIM To analyze the elderly care needs of first-generation only child parents in China and identify factors that influence negative emotions.METHODS This study used a cross-sectional design.Convenience sampling was used to select 1580 elderly individuals who met the inclusion criteria in a Chinese city between June and September 2022.A questionnaire was administered to collect general information about participants.Depression and anxiety were assessed using the patient health questionnaire-9 and generalized anxiety disorder-7 scale,respectively.A logistic regression analysis was performed to evaluate the relevant correlations.RESULTS Among 1580 first-generation only child parents,1120(70.89%)preferred family based care,324(20.51%)opted for community care,and 136(8.61%)chose institutional care,with 460(29.11%)reporting negative emotions.Significant differences in the distribution of negative emotions among only child parents were observed based on age,marital status,living conditions,disability,type of chronic disease,frailty status,and family support(P<0.05).The regression analysis indicated that disability,type of chronic disease,living environment,frailty status,and level of family support were independent risk factors for negative emotions among parents with only children(P<0.05).CONCLUSION Elderly care for parents of only children is primarily family-based.Independent risk factors for negative emotions in this group include disability,chronic disease type,and living environment. 展开更多
关键词 AGING First generation Only child Elderly care needs Negative emotions Influencing factors
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Dynamic Route Optimization for Multi-Vehicle Systems with Diverse Needs in Road Networks Based on Preference Games
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作者 Jixiang Wang Jing Wei +2 位作者 Siqi Chen Haiyang Yu Yilong Ren 《Computers, Materials & Continua》 2025年第6期4167-4192,共26页
The real-time path optimization for heterogeneous vehicle fleets in large-scale road networks presents significant challenges due to conflicting traffic demands and imbalanced resource allocation.While existing vehicl... The real-time path optimization for heterogeneous vehicle fleets in large-scale road networks presents significant challenges due to conflicting traffic demands and imbalanced resource allocation.While existing vehicleto-infrastructure coordination frameworks partially address congestion mitigation,they often neglect priority-aware optimization and exhibit algorithmic bias toward dominant vehicle classes—critical limitations in mixed-priority scenarios involving emergency vehicles.To bridge this gap,this study proposes a preference game-theoretic coordination framework with adaptive strategy transfer protocol,explicitly balancing system-wide efficiency(measured by network throughput)with priority vehicle rights protection(quantified via time-sensitive utility functions).The approach innovatively combines(1)a multi-vehicle dynamic routing model with quantifiable preference weights,and(2)a distributed Nash equilibrium solver updated using replicator sub-dynamic models.The framework was evaluated on an urban road network containing 25 intersections with mixed priority ratios(10%–30%of vehicles with priority access demand),and the framework showed consistent benefits on four benchmarks(Social routing algorithm,Shortest path algorithm,The comprehensive path optimisation model,The emergency vehicle timing collaborative evolution path optimization method)showed consistent benefits.Results showthat across different traffic demand configurations,the proposed method reduces the average vehicle traveling time by at least 365 s,increases the road network throughput by 48.61%,and effectively balances the road loads.This approach successfully meets the diverse traffic demands of various vehicle types while optimizing road resource allocations.The proposed coordination paradigm advances theoretical foundations for fairness-aware traffic optimization while offering implementable strategies for next-generation cooperative vehicle-road systems,particularly in smart city deployments requiring mixed-priority mobility guarantees. 展开更多
关键词 Preference game vehicle road coordination large-scale road network different needs dynamic route selection
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