Background: Upper limb functional exercise has a positive effect on promoting the rehabilitation of upper limb function. However, little is known, about what drives postoperative patients to engage in and even maintain the advised exercises. This study integrated the health action process approach and the theory of planned behavior theory to investigate the psychosocial determinants on the initiation and maintenance of ULFE in breast cancer patients. In addition, this study also tests key hypotheses relating to reasoned and implicit pathways to (...) ULFE and its maintenance among postoperative patients with breast cancer.Methods: Purposive sampling was used to recruit patients from two breast cancer wards in a provincial hospital in Jiangsu, China. Patients completed self-reported questionnaire about constructs from integrated theories concerning ULFE at an initial time point : task self-efficacy, positive outcome expectations, negative outcome expectations, risk perception, attitude behavior, subjective norm, perceived behavioral control, behavioral intention, and ULFE-in hospital. Three months later, patients self-reported: maintenance self-efficacy, action planning, coping planning, recovery self-efficacy, and ULFE-maintenance.Results: The model has a good fit. For behavioral intention of ULFE, subjective norm and perceived behavioral control were positively directly related to behavioral intention. Regarding the initiation of ULFE, perceived behavioral control and behavioral intention had a direct positive relation to ULFE-IH. In the maintenance of ULFE, action planning, coping planning, maintenance self-efficacy, and recovery self-efficacy all had significant positive relation on ULFE-M. In addition, maintenance self-efficacy had a significant positive association on action planning, coping planning, and recovery self-efficacy. Coping planning was significantly predicted by behavioral intention. Additionally, behavioral intention is a mediator of subjective norm and perceived behavioral control to ULFE-IH. Action planning, coping planning, and recovery self-efficacy are mediators of maintaining self-efficacy to ULFE-M.Conclusions: This study presents the first attempt to integrate the health behavior model in ULFE in postoperative patients with breast cancer. The study has shown that the HAPA-TPB integrated model has good applicability and effectiveness to explain and predict ULFE initiation and maintenance. Future work can be considered to develop appropriate intervention strategies based on this integrated behavioral theory. (shrink)

The purpose of this study was to investigate how the subjective impression of English speech would change when pause duration at punctuation marks was varied. Two listening experiments were performed in which written English speech segments were rated on a variety of evaluation items by both native-English speakers and non-native speakers (native-Chinese speakers and native-Japanese speakers). The ratings were then subjected to factor analysis. In the first experiment, the pauses in three segments were made into the same durations, from 0.075 (...) to 4.8 s. Participants rated the segments on 23 evaluation items on a rating scale from 1 to 10. A varimax rotation after PCA (principal component analysis) led to two factors that were related to speech style. These two factors could be interpreted as representing speech naturalness and speech rate. Speech segments with a pause duration of 0.6 s received the highest naturalness evaluation, while perceived speech rate decreased as the physical pause duration increased, without any changes in utterance segments. In the second experiment, a full-factorial design of pause durations (0.15, 0.3, 0.6, 1.2, and 2.4 s) within and between sentences, i.e., for commas and for periods, was implemented in two speech segments. The original speech segments and speech segments without any pauses were also included as control conditions. From ratings on 12 evaluation items, similar to Experiment 1, two factors representing speech naturalness and speech rate were obtained. The results showed again that the perceived speech rate decreased with an increase only in pause duration. As for speech naturalness, the highest evaluations occurred when pause durations were 0.6 s within sentences, and either 0.6 or 1.2 s between sentences. This recommends fixing all pause durations to 0.6 s as a practical way to train non-native speakers to make their spoken English appear more natural. (shrink)

This paper will first introduce the development of professional ethics of counseling and psychotherapy in mainland China. Ethical awareness is often limited due to variations in training experiences. Aligning with ethics codes can also bring challenges due to nuances within Chinese culture. Furthermore, the authors discuss the ethical challenges regarding the principles of multiple relationships, informed consent, and confidentiality in the context of Chinese culture. These ethical issues are often discussed within an individualistic cultural frame and presentation from a collectivist (...) culture offers a unique perspective in the ethics literature. (shrink)

Foresight of development of science and technology.

Fourteen subjects were tape‐recorded while they undertook to find a law to summarize numerical data they were given. The source of the data was not identified, nor were the variables labeled semantically. Unknown to the subjects, the data were measurements of the distances of the planets from the sun and the periods of their revolutions about it—equivalent to the data used by Johannes Kepler to discover his third law of planetary motion.Four of the 14 subjects discovered the same law as (...) Kepler did (the period varies as the 3/2 power of the distance), and a fifth came very close to the answer. The subiects' protocols provide a detailed picture of the problem‐solving searches they engaged in, which were mainly, but not exclusively, in the space of possible functions for fitting the data, and provide explanations as to why some succeeded and the others failed.The search heuristics used by the subjects are similar to those embodied in the BACON program, computer simulation of certain scientific discovery processes. The experiment demonstrates the feasibility of examining some of the processes of scientific discovery by recreating, in the laboratory, discovery situations of substantial historical relevance. It demonstrates also, that under conditions rather similar to those of the original discoverer, a law can be rediscovered by persons of ordinary intelligence (i.e., the intelligence needed for academic success in a good university). The data for the successful subjects reveal no “creative” processes in this kind of a discovery situation different from those that are regularly observed in all kinds of problem‐solving settings. (shrink)

Computer aided modeling and simulation of nanomaterials can describe the correlation between the material’s microstructure and its macroscopic properties quantitatively. In this paper, we propose an integrated modeling, simulation, and visualization approach for designing nanomaterials. Firstly, a fast parametric modeling method for important nanomaterials such as graphene, nanotubes, and MOFs is proposed; secondly, the material model could be edited adaptively without affecting the validity of the model on the physical level; thirdly a preliminary calculation for nanomaterials’ energy is implemented based (...) on the theory of surface fitting; finally, an integrated framework of nanomaterials modeling, simulation, and visualization is designed and implemented. Experimental results show that the proposed approach is feasible and effective. (shrink)

本书介绍曾子的身世背景、曾子的生平、曾子的著作、曾子的思想、曾子与《孝经》的关系、《孝经》的思想内容、《孝经》的影响、历代对曾子的推崇。.

As one of the most widely used methods in deep learning technology, convolutional neural networks have powerful feature extraction capabilities and nonlinear data fitting capabilities. However, the convolutional neural network method still has disadvantages such as complex network model, too long training time and excessive consumption of computing resources, slow convergence speed, network overfitting, and classification accuracy that needs to be improved. Therefore, this article proposes a dense convolutional neural network classification algorithm based on texture features for images in virtual (...) reality videos. First, the texture feature of the image is introduced as a priori information to reflect the spatial relationship between pixels and the unique characteristics of different types of ground features. Second, the grey level cooccurrence matrix is used to extract the grey level correlation features of the image in space. Then, Gauss Markov Random Field is used to establish the statistical correlation characteristics between neighbouring pixels, and the extracted GLCM-GMRF texture feature and image intensity vector are combined. Finally, based on DenseNet, an improved shallow layer dense convolutional neural network is proposed, which can compress network parameters and improve the feature extraction ability of the network. The experimental results show that compared with the current classification method, this method can effectively suppress the influence of coherent speckle noise and obtain better classification results. (shrink)

Research has revealed that child abuse experience can increase pathological Internet use; however, few studies have focused on the influence of child abuse experience on pathological Internet use. This study examined the mediating roles of security and maladaptive cognitions in the association between child abuse and pathological Internet use. A total of 918 Chinese university students participated in the study, with measurements of child abuse, security, maladaptive cognitions, and pathological Internet use being employed. Structural equation modeling results indicated that child (...) abuse could positively predict pathological Internet use, pathological Internet use through the mediating role of security, pathological Internet use through the mediating role of maladaptive cognitions, and pathological Internet use through the chain mediating role of security and maladaptive cognitions. These results indicated that security and maladaptive cognitions were the primary factors in the association between child abuse and pathological Internet use. (shrink)

Contextualism and Disagreement This paper argues that attributor contextualism is in conflict with ordinary language methodology. Attributor contextualism has at its center the thesis that, the truth-values of knowledge attributions vary with the conversational contexts. This thesis entails that if two speakers in similar contexts make conflicting knowledge attributions, at least one of these attributions is false. One important argument for attributor contextualism depends on ordinary language methodology, a methodology that places great trust in ordinary speakers and prevents judging a (...) substantial group of ordinary speakers' simple knowledge attributions false. I argue that there is strong empirical evidence that ordinary speakers do extensively disagree in similar contexts. My conclusion is that one cannot coherently hold the attributor contextualist thesis and use ordinary language methodology, because the lesson we learn from the empirical evidence is that using the methodology would prove the thesis false. Since prominent attributor contextualists explicitly adopt the methodology, and that the methodology is what distinguishes attributor contextualism from its main rival, invariantism, the conflict with the methodology is a problem for attributor contextualism. (shrink)

Nachdem China das Coronavirus weitgehend eingedämmt hat, ist es dabei, das Post-Pandemie-Zeitalter in Erwägung der internationalen Lage für sich zu gestalten. Sowohl diese Gestaltung als auch die Bewältigung der Epidemie basieren auf dem sogenannten „landesweit einheitlichen System“, das deswegen in diesem Aufsatz mit Blick auf seine historische Entwicklung genau betrachtet wird. Für die Zukunft sieht China vor, das Konzept des doppelten Wirtschaftskreislaufs anzuwenden, wobei der innere Kreislauf die tragende Säule der chinesischen Wirtschaft sein wird, obwohl China weiterhin den äußeren, internationalen (...) Kreislauf für wichtig hält. Die strukturellen Dispositionen und Probleme des Landes – vor allem die Lage und Probleme der Landbevölkerung – als Ausgangs- und Grundlage für diese Strategie werden ebenfalls dargestellt und analysiert. (shrink)

Purpose: Sensory feedback for prosthetics is an important issue. The area of forearm stump skin that has evoked tactile sensation of fingers is defined as the projected finger map, and the area close to the PFM region that does not have ETS is defined as the non-projected finger map. Previous studies have confirmed that ETS can restore the tactile pathway of the lost finger, which was induced by stimulation of transcutaneous electrical nerve stimulation on the end of stump skin. This (...) study aims to reveal EEG features between the PFM and the NPFM regions of the stumps under the same TENS stimulation condition.Methods: The PFM and NPFM regions of the two subjects were stimulated with the same intensity of TENS, respectively. TENS as target stimuli are modulated according to the Oddball paradigm to evoke the P300 components.Result: The PFM regions of both subjects were able to elicit P300 components, while their NPFM regions were not able to elicit P300 components. However, this P300 appears early and has continuous positive peaks in front of it.Discussion: N30 and P300 can prove that the two subjects with PFM can perceive and recognize ETS. The heteromorphisms of the P300 waveform may be related to the difficulty in subjects’ cognition of ETS or caused by the fusion of P150, P200, and P300. (shrink)

The authenticity of the company’s accounting information is an important guarantee for the effective operation of the capital market. Accounting fraud is the tampering and distortion of the company’s public disclosure information. The continuous outbreak of fraud cases has dealt a heavy blow to the confidence of investors, shaken the credit foundation of the capital market, and hindered the healthy and stable development of the capital market. Therefore, it is of great theoretical and practical significance to carry out the research (...) on the identification and governance of accounting fraud. Traditionally, accounting fraud identification is mostly based on linear thinking to build the fraud identification model. However, more and more studies show that fraud has typical nonlinear characteristics, and the multiobjective of fraud means also determines the limitations of using the linear model for identification. Considering that the traditional identification methods may have the defects of model setting error and insufficient information extraction, this paper constructs the support vector machine and logistic regression model to identify accounting fraud. The support vector machine is used to improve the learning ability and generalization ability of unknown phenomena, and the explanatory power of each variable to the whole model is identified by the logistic regression model. This paper breaks through the linear constraint hypothesis and explores the model setting form which is more suitable for the law of corporate fraud behaviour to extract the fraud identification information more fully and provide more powerful support for investors to effectively identify fraud. (shrink)

本书内容包括:曹魏时期名士的儒道兼治;正始名士:名教出于自然;竹林名士:越名教而任自然;西晋时期士大夫的玄儒兼治;东晋时期士大夫的玄儒兼治等。.

Studies have shown that performance‐dependent monetary rewards facilitate visual perception. However, no study has examined whether such a positive effect is limited to the rewarded task or may be generalized to other tasks. In the current study, two groups of people were asked to perform two visual perception tasks, one being a reward‐relevant task and the other being a reward‐irrelevant task. For the reward‐relevant task, the experimental group received performance‐dependent monetary rewards, whereas the control group did not. For the reward‐irrelevant (...) task, both groups were not rewarded. The two tasks were randomly intermixed trial by trial (Experiment 1) or presented block by block (Experiment 2) or session by session (Experiments 3a, 3b, and 3c). Results showed that performance‐dependent monetary rewards improved participants' performance on the relevant task in all experiments and impaired their performance on the irrelevant task in Experiments 2, 3a, 3b, and 3c. These results suggested that monetary rewards might incur a cost on reward‐irrelevant tasks. Finally, the benefit of monetary rewards disappeared when they were no longer provided during the final session. This is the first study that reveals both the bright and dark sides of the performance‐dependent monetary rewards in visual perception. (shrink)

本书包括中国古代的和谐思想与构建社会主义和谐社会、中华传统伦理道德与以德治国方略、传统国民心理与当代国民意识等专题。.

Various studies have recognized the importance of humility as a foundational aspect of virtuous leadership and have revealed the beneficial effects of leader humility on employee moral attitudes and behaviors. However, these findings may overestimate the benefits of leader humility and overlook its potential costs. Integrating person–supervisor fit theory and balance theory with the humility literature, we employ a dyadic approach to consider supervisor and employee humility simultaneously. We investigate whether and how the congruence of supervisor and employee humility influences (...) employee citizenship and deviance behaviors. We conducted a multilevel, multiphase, and multisource field study to test our hypotheses. The results of cross-level polynomial regression analyses revealed that when supervisors and employees were incongruent in humility, employees experienced higher levels of negative affect toward supervisors. Also, compared to those in low–low congruent dyads, employee negative affect toward supervisors was lower in high–high congruent dyads. The results further revealed asymmetric incongruence effects: employees experienced the highest levels of negative affect toward supervisors when their own humility was lower than their supervisors’. In addition, we found that employee negative affect toward supervisors mediated the impacts of supervisor–employee congruence in humility on employee organizational citizenship behavior and counterproductive work behavior. (shrink)

This study explores the philosophical and religious dimensions of Lusheng musical instruments in the Qiandongnan Miao and Dong Autonomous Prefecture, Guizhou Province, China. The study's qualitative research method involved conducting interviews and observations, and the use of qualitative research design grounded in ethnomusicological theory and philosophical and religious frameworks. A purposive sampling technique was used to identify participants comprising musicians, community leaders, artisans, religious figures, and elders having extensive knowledge about Lusheng traditions. A thematic content analysis approach was used to (...) analyze the data collected. The results of the study reveals that the Miao and Dong communities deeply integrate one Lusheng instrument, a traditional reed-pipe, into their cultural, spiritual, and social fabric. The research highlights Lusheng’s significance in religious ceremonies such as funerals and the Drum Zang Festival, where it functions as a sacred medium, facilitating communication with ancestors and deities. Philosophically, Lusheng music embodies communal unity, continuity and the interconnectedness of life and death. Economically, Lusheng music supports local artisans and performers, contributing to the region’s economy through its production and performance during festivals and tourist attractions. Educationally, Lusheng music fosters cultural identity, religious understanding, and artistic expression, ensuring its transmission across generations. Through formal and informal educational programs, the Lusheng remains a vibrant part of community life, blending tradition with creative innovation. The study underscores the importance of preserving Lusheng as both a cultural and spiritual artifact, enriching the lives of the Miao and Dong people while maintaining its relevance in the modern world. (shrink)

There is little doubt that China's reform can be seen as a special case in the history of humanity, of modernization, and even in the relatively short history of economic transition. In terms of market-oriented choice, reform in China is not different from that in most countries in the world. With respect to the transition from a command to a market-based economy, comparable countries could be narrowed down to most of the former communist states that bear similarity. When taking into (...) consideration the circumstances in which the ongoing corporatization and/or privatization take place under the conditions of a regime that is nondemocratic in both polity and, to a large extent, resource allocation, however, the matching number of countries would be further reduced to a few, such as Vietnam and some autocratic small nations. Again, among these few, China's reform has its own specific features. (shrink)

Total factor productivity is not only the core of high-quality economic development but also a core indicator for measuring the quality of economic development. Improving total factor productivity is one of the most critical points in building a modern economic system. Firstly, this paper uses the DEA-Malmquist index method to measure and decompose the total factor productivity of China’s 30 provinces, municipalities, and autonomous regions from 2001 to 2017 and analyzes the characteristics of its temporal and spatial changes. From a (...) spatial perspective, the regional gap is relatively large. Secondly, we construct the index system of five dimensions and use this index system to comprehensively evaluate the improvement degree of China’s modernized economic system. The results show that the overall level of the improvement degree of China’s modernized economic system is relatively low, and the differences between provinces are great. Thirdly, this paper uses static and dynamic spatial econometric models to empirically analyze the effect of total factor productivity on the improvement degree of the modern economic system. The results show that the improvement degree of the modern economic system in China has obvious characteristics of time spillover and space spillover. Finally, we put forward countermeasures and suggestions on how to perfect the modern economic system. (shrink)

Developmental and neuroscience works have demonstrated that the moral judgment is influenced by theory of mind, which refers to the ability to represent the mental states of different agents. However, the neural and cognitive time course of interactions between moral judgment and ToM remains unclear. The present event-related potential study investigated the underlying neural substrate of the interaction between moral judgment and ToM by contrasting the ERPs elicited by moral judgments for self and for others in moral dilemmas. In classic (...) moral dilemmas, the agents must choose between the utilitarian choice and the non-utilitarian choice. The ERPs were recorded from participants who made moral judgments for self and for others when the agent made utilitarian or non-utilitarian choices during the dilemma. The results revealed that the moral judgment for others elicited a larger frontal late positive component than that for self when the agents made utilitarian choices, while no difference was observed on early components of N1, P2, and N2. Moreover, individual differences in mentalizing ability were negatively correlated with the LPC amplitudes. These findings suggested that ToM modulated the late controlled process but not the early automatic process during moral judgments. (shrink)

In response to the COVID-19 outbreak in many parts of the world, online education has become a more viable option. Some studies have assessed undergraduate students’ readiness for online learning, while others examined students’ anxiety about online learning at home. The relationship between readiness and anxiety about online learning is, however, not well explored. This paper has two purposes: to develop a new and valid instrument—the Home-based Online Learning Readiness Questionnaire —to measure students’ readiness to study online at home based (...) on a theoretical framework of self-regulated learning. As a replacement for the previous readiness scale, this new instrument adds a section on learning strategies and updates and develops new items. to investigate the relationship between readiness and anxiety in online learning. In order to explore those issues, 527 undergraduate students in China were surveyed in this study. The results indicated that HOLRQ was validated in the following six domains: motivation, self-efficacy, information technology skills, resource management, learning strategies and help-seeking. Chinese undergraduate students were more prepared in resource management, motivation, and help seeking, but less prepared in learning strategies, information technology skills, and self-efficacy. However, the regression analysis showed that readiness did not predict online learning anxiety. It means even highly prepared self-regulated learners may experience anxiety when learning online from home. The findings provide insights for instructors and administrators to determine how students really feel about learning from home with online education. (shrink)

Except the two types of state, complete failure and perfect functioning, some intermediate states also existed between those two states. This characteristic enables multistate system whose components are often of more than two states. Moreover, because of dependence between components, common cause failure enhances the failure risk of components during the operating period of MSS. A protection mechanism needs to be adopted because of the importance of certain components. For a MSS with CCF and protection mechanism, its reliability can be (...) evaluated by a proposed approach. Certain components not only can cause failure at one state, but also can cause failure to other components because of the CCF. Under the impact of one type of CCF, those components can constitute a specific group that can overlap with certain components. Universal generating function is adopted to incorporate the CCF and protection mechanism of a component. Consequently, reliability indices of a MSS can be evaluated by the proposed approach based on UGF. Examples and comparisons illustrate and validate this method. This method can also help engineers prioritize elements that require protection mechanism under various resource limitations. (shrink)

Reading-to-write is an essential skill in academic writing, and reading-writing tasks have been widely adopted in standardized English tests. Much more recent literature on integrated reading-writing tasks has focused on writers’ use of source texts or the validity of integrated writing assessment, while little is known about whether the nature of the types of reading texts has any bearing on integrated reading-writing tasks. This study examines whether the types of reading texts (i.e., similar views or opposing views on a debatable (...) issue) have any influence on second language (L2) students’ argumentative writing in terms of the use of argument elements and its overall quality. Fifty-four Chinese second-year university students majoring in English language teaching were asked to write an argumentative essay after reading texts with either similar views or opposing views. Results show that students reading texts with opposing viewpoints presented more data and higher overall quality of argumentative essays than students reading texts with similar viewpoints, although the latter group presented more counterargument data. Pedagogical implications on teaching argumentative writing are discussed. (shrink)

This study examines whether and how board gender diversity can affect corporate wage inequity by drawing on diversity theory and gender socialization and ethicality theories. Building on an exogenous relaxation of China’s one-child policy (OCP) in 2013, which led to a substantial decline in the female labor force participation rate. Our empirical analysis suggests that board gender diversity is negatively associated with corporate wage inequity. This result is robust to various endogeneity and sensitivity analyses. We find that the OCP relaxation (...) only increases average executive pay; it does not affect employee pay. One potential mechanism driving our results is that the decline in board gender diversity caused by the OCP relaxation reduces supervision, restriction, and fairness within the firm, which increases executives’ pursuit of personal interests and ultimately leads to the rise of wage inequity. Our findings are particularly significant for firms in capital-intensive industries, firms with a low level of employee bargaining power, and large firms. (shrink)

Statistics show, that even though an ethical respect for nature is both widely advocated by current mainstream environmental philosophy and is increasingly publicly accepted, this is not enough to ensure the needed practical actions to protect and preserve the natural world and its living beings. This reflects a disconnection between the related intellectual or theoretical appreciation of the integrity or value within the natural world and the sorts of practices needed to heal or to motivate the actions needed for ecological (...) integrity and sustainability. Awareness of this disunity or disconnection calls for a philosophical examination of this disconnection. This paper argues that the disunity between knowledge and practice reflects a “blind spot” in those sorts of mainstream environmental philosophy that attempt to establish a rational basis for an ethical respect for nature and humans’ ethical responsibility to the environment. This paper shall reveal that blind spot and its origin by examining and building on Ed Casey’s analysis and phenomenological description of an original and authentic directly lived ethical response to the environment that he calls the “first moment of ethical response.” Casey’s description of this “first moment of ethical response,” rooted in his phenomenological horizon, allows him to break away from the horizon of current mainstream environmental ethics and uncover a field of original and authentic ethical experience that opens an area of investigation closed to current environmental ethics. In this way Casey’s work can reveal the limitations of the scientific horizon of mainstream environmental ethics and has great value in the overcoming of the blind spot and its ill effect. (shrink)

Der Aufsatz diskutiert die zentralen Gedanken Niklas Luhmanns über die Individualitätsbildung und Freiheitslage der Menschen in der segmentär, stratifikatorisch und funktional differenzierten Gesellschaft. Die Individualität und mithin die Freiheit der Menschen wird in den ersten beiden Differenzierungsformen durch Inklusion in Familien, Haushalten, Stämmen, Ständen etc. ermöglicht, also von außen bestimmt. In der modernen funktional differenzierten Gesellschaft muss man hingegen seine Individualität selbst bilden, weil man von den Funktionssystemen nur durch Anpassung an ihre Forderungen inkludiert werden kann, was heute vor allem (...) durch einen Karriereverlauf möglich ist. Als Individuum hat man aber auch die Freiheit, sich dem zu widersetzen und sich zurückzuziehen. Ferner zeichnet sich die moderne Gesellschaft dadurch aus, den Individuen die Freiheit einzuräumen, Ansprüche an sie zu stellen, damit sie ihre eigenen Strukturen dementsprechend aufbauen kann. Luhmanns Beschreibung der modernen Verhältnisse hat auch für die „Nachzügler“ der Modernisierung wie z.B. China Relevanz. (shrink)

In order to improve the efficiency of the English translation, machine translation is gradually and widely used. This study briefly introduces the neural network algorithm for speech recognition. Long short-term memory (LSTM), instead of traditional recurrent neural network (RNN), was used as the encoding algorithm for the encoder, and RNN as the decoding algorithm for the decoder. Then, simulation experiments were carried out on the machine translation algorithm, and it was compared with two other machine translation algorithms. The results showed (...) that the back-propagation (BP) neural network had a lower word error rate and spent less recognition time than artificial recognition in recognizing the speech; the LSTM–RNN algorithm had a lower word error rate than BP–RNN and RNN–RNN algorithms in recognizing the test samples. In the actual speech translation test, as the length of speech increased, the LSTM–RNN algorithm had the least changes in the translation score and word error rate, and it had the highest translation score and the lowest word error rate under the same speech length. (shrink)

This paper provides a generalized characterization of the family of independence conditions which are equivalent to independence of irrelevant alternatives by proposing a pair-based refinement of S\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\mathcal {S}$$\end{document}-independence. Equipped with the new result, the relation between external independence conditions and independence of irrelevant alternatives is explored.