Transportation Research Interdisciplinary Perspectives最新文献

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Recurrent patterns in the application of traffic impact analyses: Safety first or last? 交通影响分析应用中的重复模式:安全第一还是最后?
IF 3.9
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-05-01 DOI: 10.1016/j.trip.2025.101445
Seth LaJeunesse , Jesse D. Saginor , Tabitha S. Combs , Wesley Kumfer , Eric Dumbaugh
{"title":"Recurrent patterns in the application of traffic impact analyses: Safety first or last?","authors":"Seth LaJeunesse ,&nbsp;Jesse D. Saginor ,&nbsp;Tabitha S. Combs ,&nbsp;Wesley Kumfer ,&nbsp;Eric Dumbaugh","doi":"10.1016/j.trip.2025.101445","DOIUrl":"10.1016/j.trip.2025.101445","url":null,"abstract":"<div><div>Conventional traffic impact analysis (TIA) neglects traffic safety in development review procedures, often serving as an afterthought because the traffic generated is easier to measure than proactively addressing and predicting safety issues. To explore this TIA neglect issue further, interviews conducted with TIA practitioners and developers in five US Mid-Atlantic and Southeast states explore whether and how these professionals incorporated road user safety considerations into their TIA practices. While the means and ends of TIA are quantifiable, understanding the possible role that safety plays in the TIA process requires qualitative analysis. Drawing upon coded interview findings, literature on relationships among traffic congestion, safety, and induced travel demand, qualitative analysis using causal loop diagramming highlights the complex yet fluid interplay between traffic safety and conventional TIA practices through the lens of system archetypes. These practices adhered to two interrelated systems archetypes—generic representations of problem-causing structures that produce established patterns of behavior in a system— discerning potential points to integrate road user safety into TIA practice first as opposed to last in the TIA process. The results enhance TIA practice by explicitly incorporating safety, yet the overall approach is limited in its reliance on the qualitative articulations of TIA practitioners and developers about TIA procedures rather than quantitative analysis of TIA outputs and outcomes.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"31 ","pages":"Article 101445"},"PeriodicalIF":3.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143902030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of young people’s perceptions and comfort levels in sharing information via ride-matching apps 评估年轻人对通过拼车应用分享信息的看法和舒适度
IF 3.9
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-05-01 DOI: 10.1016/j.trip.2025.101437
Christos Gkartzonikas, Loukas Dimitriou
{"title":"Evaluation of young people’s perceptions and comfort levels in sharing information via ride-matching apps","authors":"Christos Gkartzonikas,&nbsp;Loukas Dimitriou","doi":"10.1016/j.trip.2025.101437","DOIUrl":"10.1016/j.trip.2025.101437","url":null,"abstract":"<div><div>Technological advancements and digital platforms, such as ride-matching apps, can lead to the effective diffusion of shared transportation services. University campuses and young people constitute a prime example pertaining to the successful implementation of shared transportation services, however young people’s preferences have differences compared to general population. Studies on evaluating barriers associated with ride-sharing found mixed results dependent on empirical settings. Additionally, studies emphasizing understanding psychological barriers receive little attention. This analysis aims to provide answers to the existing knowledge, by not only assessing young people’s attitudes on ride-matching app characteristics, such as live geolocation and information on destination, but also evaluating the level of comfort in sharing information using the ride-matching app. Data based on a stated preference survey that was distributed online to young people in Nicosia, Cyprus soliciting a sample over 1,200 respondents. Modeling techniques used in the paper comprised of statistical econometric models in the form of ordered probit models with random parameters. Results attempted to shed light on linking the importance of certain ride-matching app characteristics to the level of comfort. It is found that even though most female young people are associated with a higher ranking of ride-matching app characteristics, a minority is found to be linked with a higher willingness in sharing information. Lastly, useful insights can be provided to policy makers and service providers leading to a targeted customization of the ride-matching app, education campaigns and actions addressing technological barriers associated with ride-sharing to promote its use.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"31 ","pages":"Article 101437"},"PeriodicalIF":3.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898985","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Children’s perspectives on autonomous vehicles: A usability and user experience study in a high-fidelity prototype 儿童对自动驾驶汽车的看法:高保真原型的可用性和用户体验研究
IF 3.9
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-05-01 DOI: 10.1016/j.trip.2025.101447
Vanessa Stange , Kerstin Kuhlmann , Tobias Schräder , Leon Johann Brettin , Markus Maurer
{"title":"Children’s perspectives on autonomous vehicles: A usability and user experience study in a high-fidelity prototype","authors":"Vanessa Stange ,&nbsp;Kerstin Kuhlmann ,&nbsp;Tobias Schräder ,&nbsp;Leon Johann Brettin ,&nbsp;Markus Maurer","doi":"10.1016/j.trip.2025.101447","DOIUrl":"10.1016/j.trip.2025.101447","url":null,"abstract":"<div><div>Driverless or autonomous vehicles (AVs) have the potential to improve the mobility of children and young people without a driver’s license, who are currently dependent on adult drivers in everyday life. An essential prerequisite for offering children and adolescents autonomous rides for unaccompanied transportation in everyday life is that they can operate such an AV without the support of others. We therefore conducted a usability study in which children (supported by their parents) tested the high-fidelity prototype of the family AV “autoELF”. Fifteen parents and seventeen of their 7- to 14-year-old children tested the AV prototype in the laboratory. During an imaginary ride, the children used the safety and entertainment features required to operate the AV during a normal ride. In a post-session interview, the children reported on their experiences as users. Children and parents were asked about their willingness to integrate AV into their family’s mobility. The main findings were that the children were able to transfer their knowledge from their current interaction with cars and technology to the new AV context. Most children were able to use most of the AV’s features without help from their parents and on the first try, when the children were already familiar with the task. Icons and written keywords supported children’s understanding of the vehicle features and their functionality. The study provides practical recommendations for the design of child-friendly user interfaces in AVs.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"31 ","pages":"Article 101447"},"PeriodicalIF":3.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143895643","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating factors influencing the preference for going out 调查影响外出偏好的因素
IF 3.9
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-05-01 DOI: 10.1016/j.trip.2025.101432
Sumiko Ishibashi , Mamoru Taniguchi
{"title":"Investigating factors influencing the preference for going out","authors":"Sumiko Ishibashi ,&nbsp;Mamoru Taniguchi","doi":"10.1016/j.trip.2025.101432","DOIUrl":"10.1016/j.trip.2025.101432","url":null,"abstract":"<div><div>The rise of digitalization has reduced the need for daily out-of-home activities such as commuting to the office, shopping at stores, and meeting in person. However, a complete shift to online activities can be harmful to individuals and society. In a highly digitalized society where “going out” is optional, understanding people’s preferences for going out could be crucial to encourage them to voluntarily go out and support favorable out-of-home experiences. This study investigates individuals’ perceived values that affect the levels of preference for going out through an original web-based survey conducted in Japan (<em>N</em> = 885). The findings reveal that the perceived burdens of preparation and social interactions have a negative effect, whereas vague but positive expectations for an out-of-home experience and a positive perception of the place of activity and travel have positive impacts. Environmental and personal factors that may lower the perceived burden and raise positive expectations for going out include (1) better accessibility to urban functions; (2) a personal sense of openness, extraversion, and low conscientiousness; and (3) interhuman relationship-building with family and neighborhood members. Surprisingly, travel costs and time did not negatively affect the preference for going out, but these costs remain burdensome to younger people, low-income households, and those who like going out. Our findings support the growing awareness of the need for improving accessibility and better community building.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"31 ","pages":"Article 101432"},"PeriodicalIF":3.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143886119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
That resonated with me: A user-centred approach to understanding young adult vulnerable road users’ road safety campaigns messaging needs—Case study 这引起了我的共鸣:以用户为中心的方法,了解年轻成年弱势道路使用者的道路安全运动信息传递需求——案例研究
IF 3.9
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-05-01 DOI: 10.1016/j.trip.2025.101430
Shivani Tyagi , Nicki Wragg , Fanny Suhendra
{"title":"That resonated with me: A user-centred approach to understanding young adult vulnerable road users’ road safety campaigns messaging needs—Case study","authors":"Shivani Tyagi ,&nbsp;Nicki Wragg ,&nbsp;Fanny Suhendra","doi":"10.1016/j.trip.2025.101430","DOIUrl":"10.1016/j.trip.2025.101430","url":null,"abstract":"<div><div>Road safety campaigns aim to facilitate behaviour change and are a key strategy for targeting young adult vulnerable road users (YA-VRUs). Employing a user-centred design approach, we conducted workshops with 30 YA-VRUs in the Australian Capital Territory and the Australian state of Victoria to understand YA-VRUs’ needs when encountering road safety campaigns that promote personal control and responsibility. Our findings show that effective campaigns go beyond YA-VRUs’ demographic profiling to consider their intersectional identities, particularly multiple road user roles (e.g., driver, cyclist, and/or pedestrian). We offer new insights on the importance of realistic imagery and subjects, tailored messaging for different road user types, and localised road safety issues. In addition, we propose a new message appeal type, “instructive” messaging, which provides specific information that is purposeful and actionable during road use and resonates with YA-VRUs’ needs.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"31 ","pages":"Article 101430"},"PeriodicalIF":3.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143902445","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An overview of the capability approach in wellbeing-focused transport network criticality assessment 以福祉为中心的运输网络临界性评估的能力方法综述
IF 3.9
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-05-01 DOI: 10.1016/j.trip.2025.101443
Hrishikesh Dev Sarma , Rui Teixeira , Sangeeta Sangeeta , Beatriz Martinez-Pastor , Helen McHenry
{"title":"An overview of the capability approach in wellbeing-focused transport network criticality assessment","authors":"Hrishikesh Dev Sarma ,&nbsp;Rui Teixeira ,&nbsp;Sangeeta Sangeeta ,&nbsp;Beatriz Martinez-Pastor ,&nbsp;Helen McHenry","doi":"10.1016/j.trip.2025.101443","DOIUrl":"10.1016/j.trip.2025.101443","url":null,"abstract":"<div><div>This work explores the application of the Capability Approach in the domain of criticality assessment of transportation networks. While typically used to gauge the development and wellbeing of communities, the Capability Approach is gaining prominence and has garnered growing interest within the field of transport studies. A thorough literature review of existing research that applies the Capability Approach within the transport domain is conducted, categorizing methods and data used. It discusses how the Capability Approach can shift the focus from merely functional assessments of transport systems to evaluating how these systems enhance the freedoms and well-being of users and highlights the potential of the Capability Approach to inform research into more equitable transportation policies. The review highlights a substantial overlap between studies on transport criticality assessment as a framework for prioritization of crucial links and routes within a network, and the Capability Approach aimed at community wellbeing. While most studies in the domain of criticality assessment do not explicitly follow a capabilities-based approach, the review underscores commonalities and highlights the potential of the approach in wellbeing focused transportation planning. Furthermore, the review presents a vision including the factors necessary to be incorporated in a wellbeing focused transport criticality assessment methodology.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"31 ","pages":"Article 101443"},"PeriodicalIF":3.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143895644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating speed reduction index (SRI) and AADT for prioritizing road network mobility improvements: A case study on Thailand’s national highway 整合减速指数(SRI)和AADT优化道路网络机动性:以泰国国家高速公路为例
IF 3.9
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-05-01 DOI: 10.1016/j.trip.2025.101452
Somsiri Siewwuttanagul , Natachai Wongchavalidkul , Puttipan Seraneeprakarn
{"title":"Integrating speed reduction index (SRI) and AADT for prioritizing road network mobility improvements: A case study on Thailand’s national highway","authors":"Somsiri Siewwuttanagul ,&nbsp;Natachai Wongchavalidkul ,&nbsp;Puttipan Seraneeprakarn","doi":"10.1016/j.trip.2025.101452","DOIUrl":"10.1016/j.trip.2025.101452","url":null,"abstract":"<div><div>Efficient evaluation of road network mobility performance is a concern for highway departments worldwide, with critical implications for economic productivity and transportation sustainability.</div><div>This study focuses on the evaluation of traffic congestion indices (TCI), with particular attention to the Speed Reduction Index (SRI), due to its straightforward interpretation of congestion severity. SRI is efficient for large-scale assessments, such as at the country or regional level. To assess mobility performance, we utilize an average road speed data obtained from “TomTom,” which meticulously captures nationwide driving speeds within small road sections (approximately 100 to 500 m per section).</div><div>For highway departments grappling with limited annual budgets for road improvements, prioritizing road sections and areas for intervention presents a significant challenge. To address this, our study proposes a novel approach: the integration of SRI and Annual Average Daily Traffic (AADT) data. By combining the severity level (SRI interpretation) with the impact level on road users (AADT interpretation), a more informed and assessment of road network mobility emerges.</div><div>To demonstrate the practicality of this methodology, we applied it to the Thai national highway, focusing on the highest road hierarchy (Road Hierarchies 1 and 2) and tested the rationale of use with factors that may cause a variation in road network mobility performance, such as urban density, elevation, lane count, delay, and speed limit. The results offer a comprehensive overview of roads in need of urgent improvement at the national level.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"31 ","pages":"Article 101452"},"PeriodicalIF":3.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks 一个用于综合移动数据和评估预测神经网络的因果干预框架
IF 3.9
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-05-01 DOI: 10.1016/j.trip.2025.101398
Ye Hong , Yanan Xin , Simon Dirmeier , Fernando Perez-Cruz , Martin Raubal
{"title":"A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks","authors":"Ye Hong ,&nbsp;Yanan Xin ,&nbsp;Simon Dirmeier ,&nbsp;Fernando Perez-Cruz ,&nbsp;Martin Raubal","doi":"10.1016/j.trip.2025.101398","DOIUrl":"10.1016/j.trip.2025.101398","url":null,"abstract":"<div><div>Deep neural networks are increasingly utilized in mobility prediction tasks, yet their intricate internal workings pose challenges for interpretability, especially in comprehending how various aspects of mobility behavior affect predictions. This study introduces a causal intervention framework to assess the impact of mobility-related factors on neural networks designed for next location prediction — a task focusing on predicting the immediate next location of an individual. To achieve this, we employ individual mobility models to synthesize location visit sequences and control behavior dynamics by intervening in their data generation process. We evaluate the interventional location sequences using mobility metrics and input them into well-trained networks to analyze performance variations. The results demonstrate the effectiveness in producing location sequences with distinct mobility behaviors, thereby facilitating the simulation of diverse yet realistic spatial and temporal changes. These changes result in performance fluctuations in next location prediction networks, revealing impacts of critical mobility behavior factors, including sequential patterns in location transitions, proclivity for exploring new locations, and preferences in location choices at population and individual levels. The gained insights hold value for the real-world application of mobility prediction networks, and the framework is expected to promote the use of causal inference to enhance the interpretability and robustness of neural networks in mobility applications.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"31 ","pages":"Article 101398"},"PeriodicalIF":3.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An analysis of pedestrian crossings through deep learning models and crash data 通过深度学习模型和碰撞数据分析人行横道
IF 3.9
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-05-01 DOI: 10.1016/j.trip.2025.101449
Lorenzo Mussone , Omar el Hassan
{"title":"An analysis of pedestrian crossings through deep learning models and crash data","authors":"Lorenzo Mussone ,&nbsp;Omar el Hassan","doi":"10.1016/j.trip.2025.101449","DOIUrl":"10.1016/j.trip.2025.101449","url":null,"abstract":"<div><div>This study focusses on pedestrian crossing (crosswalk) analysis and classification in urban contexts. Deep learning models and graph theory tools serve as the foundation for the proposed approach. Deep learning models are used to identify and regress crosswalk images based on specific indices that assess pedestrian exposure to crash events, as well as raw crashes. The crosswalk images were captured using Google Earth’s capabilities and are from the entire set in Città Studi, Milan, Italy. Additionally, 5-year pedestrian crash data are evaluated and linked to crosswalks when applicable. Classification produces good results, with an accuracy of approximately 60–70%. Regression models work well with exposure indices but poorly with raw crashes. Correlations between exposure indices and crash data are negative and very low.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"31 ","pages":"Article 101449"},"PeriodicalIF":3.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143903868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of urban block shape on traffic and air quality: A SUMO-based comparative study of rectangular, radial, and triangular forms 城市街区形状对交通和空气质量的影响:基于sumo的矩形、放射状和三角形形式的比较研究
IF 3.9
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-04-29 DOI: 10.1016/j.trip.2025.101413
Ismail Essamlali, Hasna Nhaila, Mohamed El Khaili
{"title":"Impact of urban block shape on traffic and air quality: A SUMO-based comparative study of rectangular, radial, and triangular forms","authors":"Ismail Essamlali,&nbsp;Hasna Nhaila,&nbsp;Mohamed El Khaili","doi":"10.1016/j.trip.2025.101413","DOIUrl":"10.1016/j.trip.2025.101413","url":null,"abstract":"<div><div>Urban transportation emissions significantly contribute to air quality degradation in cities. Traffic patterns and air quality are known to be interconnected, highlighting the critical role of urban form in influencing both. This study employs Simulation of Urban Mobility (SUMO), a traffic simulation software to investigate how urban block form (rectangular, radial and triangular) affects traffic flow and potential air pollution. We analyze three cities (Barcelona, Paris and Curitiba) representing each block shape. The results indicate that rectangular block layouts, as exemplified by Barcelona, promote optimal traffic flow and potentially lower emissions. Conversely, triangular block configurations exhibit the least favorable performance. These findings emphasize the importance of urban form, particularly block shape, as a tool for managing traffic flow and potentially improving air quality in cities.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"31 ","pages":"Article 101413"},"PeriodicalIF":3.9,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143882729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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