Traffic congestion is a common problem in many countries, especially in big cities. At present, China’s urban road traffic accidents occur frequently, the occurrence frequency is high, the accident causes traffic congestion, and accidents cause traffic congestion and vice versa. The occurrence of traffic accidents usually leads to the reduction of road traffic capacity and the formation of traffic bottlenecks, causing the traffic congestion. In this paper, the formation and propagation of traffic congestion are simulated by using the improved medium (...) traffic model, and the control strategy of congestion dissipation is studied. From the point of view of quantitative traffic congestion, the paper provides the fact that the simulation platform of urban traffic integration is constructed, and a feasible data analysis, learning, and parameter calibration method based on RBF neural network is proposed, which is used to determine the corresponding decision support system. The simulation results prove that the control strategy proposed in this paper is effective and feasible. According to the temporal and spatial evolution of the paper, we can see that the network has been improved on the whole. (shrink)

BackgroundResearchers worry that patients in early-phase research experience unrealistic optimism about benefits and risks of participation. The standard measure of unrealistic optimism is the Comparative Risk/Benefit Assessment questionnaire, which asks people to estimate their chances of an outcome relative to others in similar situations. Such a comparative framework may not be a natural way for research participants to think about their chances.ObjectiveTo examine how people interpret questions measuring unrealistic optimism and how their interpretations are associated with their responses.MethodsUsing an early-phase (...) cancer trial vignette, we administered the CRBA to 297 adults from the general public. They estimated their comparative chances of risk and benefit, then provided rationales for their estimates.ResultsFor both CRBA benefit and risk questions, about 50% of respondents chose 0, and 50% chose a non-0 response. Respondents’ rationales for their estimates showed that overall only about 40%–44% gave comparative rationales, indicating that they interpreted the CRBA as intended. 68.7% of respondents who gave the ‘correct’ 0 rating gave comparative rationales, whereas only 11.6% of respondents who gave non-0 ratings did so. A similar trend was seen for chances of risk.ConclusionResearch participants may not understand comparative benefit and risk questions as intended; attributions of unrealistic optimism may require additional evidence that the respondents’ estimates are intended to be comparative. (shrink)

Résumé Le mouvement israélien pour la justice sociale (J14) a surpris par son intensité et sa durée. Cet entretien revient sur les origines du mouvement, la critique de la souveraineté israélienne mais décrit les voies singulières qui traversent l’Assemblée du peuple, représentante du vaste courant d’indignation dans tout le pays. L’hétérogénéité sociale et culturelle du mouvement, la participation de minorités nationales prenant leur part dans la refondation de la politique, le dépassement de la gauche classique et du Bloc pour la (...) paix font que ce mouvement peut être considéré comme durable. (shrink)

Inspired by the debate about character between situationism and virtue ethics, I argue that John Doris's idea, ‘local trait’, offers a fresh insight into contemporary character education. Its positive variant, ‘local virtue’, signals an inescapable relay station of the gradual development of virtue, and serves as a promising point of departure for advanced growth. The idea of converting local virtues to more global ones is accordingly proposed to represent an empirically more realistic way of conceiving how to approach the ethical (...) ideal of global virtues. It helps to direct our gaze to the great intermediate developmental stages of virtue, which mark out a whole spectrum of virtues of varying degrees that fall short of full virtue. This new notion works together with the traditional Aristotelian account to provide a full account of how to effectively undertake the age-old educational business of the inculcation of virtues. (shrink)

Ethical theories in the Kantian tradition tend to centre heavily on rational agency, so it may appear challenging for such theories to account for the wrongness of bodily violence, especially the wrongness of bodily violence to animals who lack rationality. This article develops a Kantian explanation for the pro tanto wrongness of killing or injuring animals who have agency and lack rationality, based on a Kantian explanation for the pro tanto wrongness of killing or injuring people. Even though morality is (...) grounded in the will of rational agents or the value of rational agency, one does not have to be a rational agent to be morally considerable. (shrink)

本书包括:导言:家园或“精神家园”的历史寻踪、重新发现蔚蓝色家园、人与家园的悖论本性、现代性和兽性:大众消费时代和家园的危机、天使也疯狂:现代人无家可归等6章。.

The purpose of this paper is to investigate the changes in core self-evaluation scores among Chinese employees during 2010–2019. We conducted a cross-temporal meta-analysis including 50 studies to evaluate the relationship between the year of data collection and levels of CSE. We found that correlations between levels of CSE and year of data collection were strong and positive. Regression results showed that the year of data collection could predict the CSE score when the mean sample age and sex ratio were (...) controlled. In addition, CSE scores were positively related to GDP per capita and negatively related to the unemployment rate. (shrink)

This dissertation examines the connection between Craig's theorem and scientific instrumentalism. The main question to be answered is whether the former can be used to support the latter. A negative answer to this question is defended in the dissertation. ;The first two chapters present a detailed expository account of the proof of Craig's theorem and also of the process by which theoretical terms are to be eliminated from scientific theories according to the method developed by Craig. Emphasis is placed on (...) those points which are relevant to later discussions. ;There have been several arguments against using the Craigian method of eliminating theoretical terms and against replacing a scientific theory by its Craigian revised theory . The third chapter is devoted to two of those arguments. The first is meant to show that the distinction between observational and theoretical terms is untenable and hence that the Craigian method cannot be used to eliminate theoretical terms. The second is intended to show that a Craigian revised theory does not always preserve the whole inductive power of its original theory and hence that it cannot replace the original theory. Both arguments are analyzed in detail and rejected. ;The fourth chapter argues that Craig's theorem cannot be used to support scientific instrumentalism: it is argued that a Craigian revised theory may lack the explanatory power of its original theory. In the course of arguing the above point, ten outstanding theories of explanation are considered. It is argued that no matter which account of explanation is adopted, a Craigian revised theory cannot always preserve the whole explanatory power of its original theory. ;In the fifth chapter, the "theoretician's dilemma" of Carl G. Hempel's is examined. It is argued that, in virtue of the explanatory shortcoming of the Craigian method, the theoretician's dilemma cannot be used to support scientific instrumentalism. (shrink)

© The Author 2016. Published by Oxford University Press on behalf of Japanese Society of Plant Physiologists. All rights reserved.Cell walls of grasses, including cereal crops and biofuel grasses, comprise the majority of plant biomass and intimately influence plant growth, development and physiology. However, the functions of many cell wall synthesis genes, and the relationships among and the functions of cell wall components remain obscure. To better understand the patterns of cell wall accumulation and identify genes that act in grass (...) cell wall biosynthesis, we characterized 30 samples from aerial organs of rice at 10 developmental time points, 3-100 d post-germination. Within these samples, we measured 15 cell wall chemical components, enzymatic digestibility and 18 cell wall polysaccharide epitopes/ligands. We also used quantitative reverse transcription-PCR to measure expression of 50 glycosyltransferases, 15 acyltransferases and eight phenylpropanoid genes, many of which had previously been identified as being highly expressed in rice. Most cell wall components vary significantly during development, and correlations among them support current understanding of cell walls. We identified 92 significant correlations between cell wall components and gene expression and establish nine strong hypotheses for genes that synthesize xylans, mixed linkage glucan and pectin components. This work provides an extensive analysis of cell wall composition throughout rice development, identifies genes likely to synthesize grass cell walls, and provides a framework for development of genetically improved grasses for use in lignocellulosic biofuel production and agriculture. (shrink)

The accurate measurement of university students’ motivation to participate in physical activity is a prerequisite to developing better physical fitness programs. However, motivation driven by government policies, i.e., physical education policies, are often excluded from many existing scales. The purpose of this study was to develop and evaluate a psychometric instrument based on self-determination theory that exclusively measures the motivation of Chinese university students to participate in PA. A total of 1,215 university students who regularly participated in PA at five (...) universities in China constituted the final valid sample. Sample 1 was used to determine the underlying factor structure of the initial Chinese University Students’ Physical Activity Motivation Scale through exploratory factor analysis. Sample 2 was used to test the model fit of the EFA-derived factor structure and data through confirmatory factor analysis and to test the internal consistency of each factor and of the whole scale. Sample 3 was used to confirm the model stability and criterion validity. Finally, 177 individuals were randomly selected from Sample 3 to perform test–retest reliability. Preliminary evidence showed that the nine-factor CUSPAMS, consisting of 32 items, yielded good psychometric characteristics. The development of the CUSPAMS provides an opportunity to improve current theories and practices regarding the assessment of PA motivation. The CUSPAMS is recommended for examining factors that influence motives as well as the impact of motives on PA among Chinese university students. (shrink)

I propose a new definition of identification in the limit, also called convergence to the truth, as a new success criterion that is meant to complement, but not replace, the classic definition due to Putnam (1963) and Gold (1967). The new definition is designed to explain how it is possible to have successful learning in a kind of scenario that the classic account ignores—the kind of scenario in which the entire infinite data stream to be presented incrementally to the learner (...) is not presupposed to completely determine the correct learning target. For example, suppose that a scientists is interested in whether all ravens are black, and that she will never observe a counterexample in her entire life. This still leaves open whether all ravens (in the universe) are black. From a purely mathematical point of view, the proposed definition of convergence to the truth employs a convergence concept that generalizes net convergence and sits in between pointwise convergence and uniform convergence. Two results are proved to suggest that the proposed definition provides a success criterion that is by no means weak: (i) Between the proposed identification in the limit and the classic one, neither implies the other. (ii) If a learning method identifies the correct target in the limit in the proposed sense, any U-shaped learning involved therein has to be essentially redundant. I conclude that we should have (at least) two success criteria that correspond to two senses of identification in the limit: the classic one and the one proposed here. They are complementary: meeting any one of the two is good; meeting both at the same time, if possible, is even better. (shrink)

BackgroundDepression and anxiety create a large health burden and increase the risk of premature mortality. Mental health screening is vital, but more sophisticated screening and monitoring methods are needed. The Ellipsis Health App addresses this need by using semantic information from recorded speech to screen for depression and anxiety.ObjectivesThe primary aim of this study is to determine the feasibility of collecting weekly voice samples for mental health screening. Additionally, we aim to demonstrate portability and improved performance of Ellipsis’ machine learning (...) models for patients of various ages.MethodsStudy participants were current patients at Desert Oasis Healthcare, mean age 63 years. Two non-randomized cohorts participated: one with a documented history of depression within 24 months prior to the study, and the other without depression. Participants recorded 5-min voice samples weekly for 6 weeks via the Ellipsis Health App. They also completed PHQ-8 and GAD-7 questionnaires to assess for depression and anxiety, respectively.ResultsProtocol completion rate was 61% for both groups. Use beyond protocol was 27% for Group Positive and 9% for Group Negative. The Ellipsis Health App showed an AUC of 0.82 for the combined groups when compared to the PHQ-8 and GAD-7 with a threshold score of 10. Performance was high for senior participants as well as younger age ranges. Additionally, many participants spoke longer than the required 5 min.ConclusionThe Ellipsis Health App demonstrated feasibility in using voice recordings to screen for depression and anxiety among various age groups and the machine learning models using Transformer methodology maintain performance and improve over LSTM methodology when applied to the study population. (shrink)