Previous studies have found Forsyth’s Ethical Position Questionnaire (EPQ) to vary between countries, but none has made a systematic evaluation of its psychometric properties across consumers from many countries. Using confirmatory factor analysis and multi-group LISREL analysis, this paper explores the factor structure of the EPQ and the measurement equivalence in five societies: Austria, Britain, Brunei, Hong Kong and USA. The results suggest that the modified scale, measuring idealism and relativism, was applicable in all five societies. Equivalence was found across (...) Britain, Brunei and USA, but the original scale cannot be used validly. (shrink)

Previous studies have found Forsyth’s Ethical Position Questionnaire (EPQ) to vary between countries, but none has made a systematic evaluation of its psychometric properties across consumers from many countries. Using confirmatory factor analysis and multi-group LISREL analysis, this paper explores the factor structure of the EPQ and the measurement equivalence in five societies: Austria, Britain, Brunei, Hong Kong and USA. The results suggest that the modified scale, measuring idealism and relativism, was applicable in all five societies. Equivalence was found across (...) Britain, Brunei and USA, but the original scale cannot be used validly. (shrink)

Despite a large and multifaceted effort to understand the vast landscape of phenotypic data, their current form inhibits productive data analysis. The lack of a community-wide, consensus-based, human- and machine-interpretable language for describing phenotypes and their genomic and environmental contexts is perhaps the most pressing scientific bottleneck to integration across many key fields in biology, including genomics, systems biology, development, medicine, evolution, ecology, and systematics. Here we survey the current phenomics landscape, including data resources and handling, and the progress that (...) has been made to accurately capture relevant data descriptions for phenotypes. We present an example of the kind of integration across domains that computable phenotypes would enable, and we call upon the broader biology community, publishers, and relevant funding agencies to support efforts to surmount today's data barriers and facilitate analytical reproducibility. (shrink)

The requirement for anthropocentric, or human-centred decision support is outlined, and the IDIOMS management information tool, which implements several human-centred principles, is described. IDIOMS provides a flexible decision support environment in which applications can be modelled using both ‘objective’ database information, and user-centred ‘subjective’ and contextual information. The system has been tested on several real applications, demonstrating its power and flexibility.

Background and aimThe postpartum depression literacy of perinatal women is closely related to the occurrence, recognition, and treatment of postpartum depression, therefore valid instruments for evaluating the level of PoDLi are of great significance for both research and clinical practice. This study aimed to cross-culturally adapt the postpartum depression literacy scale into Chinese and to test its psychometric properties among Chinese perinatal women.Materials and methodsA cross-sectional study was conducted from April to May 2022 in a tertiary hospital in Hangzhou, Zhejiang (...) Province, China. 619 out of the 650 perinatal women that were approached via a convenience sampling method completed the Chinese version of the PoDLiS. Content validity [the content validity index of items and scale-level content validity index ] was evaluated by an expert panel. Psychometric properties, including item analysis, structure validity, convergent and discriminant validity, reliability, criterion validity, and floor/ceiling effect were examined.ResultsThe final version of C-PoDLiS is a six-factor structure consisting of 27 items, which explained 61.00% of the total variance. Adequate content validity was ensured by the expert panel. The modified confirmatory factor analysis model revealed that the 6-factor model fitted the data well. The total Cronbach’s α was 0.862, the total McDonald’s ω was 0.869, and the test-retest reliability coefficient was 0.856. Results of convergent validity and discriminant validity provided good or acceptable psychometric support. Significant correlations between scores of the C-PoDLiS and Mental health literacy scale and Attitudes toward seeking professional psychological help short form scale supported good concurrent and predictive validity, respectively. No floor/ceiling effect was found.ConclusionThe C-PoDLiS was demonstrated to be a sound instrument with good reliability and validity for evaluating Chinese perinatal women’s PoDLi levels. Its use in the future can facilitate data aggregation and outcome comparisons across different studies on this topic. (shrink)

GraphicalPatients with early- to middle-stage PD were enrolled for C-Gait assessment and traditional walking ability assessments. The correlation of C-Gait assessment and traditional walking tests were studied. Two models were established based on C-Gait assessment and traditional walking tests to explore the value of C-Gait assessment in predicting freezing of gait.ObjectiveEfficient methods for assessing walking adaptability in individuals with Parkinson’s disease are urgently needed. Therefore, this study aimed to assess C-Gait for detecting freezing of gait in patients with early- to (...) middle-stage PD.MethodPeople with PD diagnosis were recruited from April 2019 to November 2019 in Beijing Rehabilitation Hospital. The participants performed six items of walking adaptability on an instrumented treadmill augmented with visual targets and obstacles. The patient’s walking adaptability was evaluated by C-Gait assessment and traditional walking tests, and FOG-related indexes were collected as outcome measures. Two discriminant models were established by stepwise discriminant analysis; area under the receiver operating characteristic curve was used to validate the models.ResultIn total, 53 patients were included in this study. Most C-Gait assessment items had no or low correlations with traditional walking tests. The obstacle avoidance and speed of adaptation items could lead to FOG with high sensitivity. In addition, the C-Gait assessment model had slightly better discrimination of freezers from non-freezers compared with traditional walking test models ; specifically, obstacle avoidance and speed of adaptation have uniquely discriminant potential.ConclusionC-gait assessment could provide additional value to the traditional walking tests for PD. Gait adaptability assessment, as measured by C-Gait, may be able to help identify freezers in a PD population. (shrink)

Se l’uomo è nato libero e non soggetto ad un suo pari, può obbligare un altro uomo senza cadere nella tirannia? È la domanda a cui Suárez cerca di dare risposta attraverso lo studio della legge, interpretata come una manifestazione dell’intelletto e della volontà, ovvero le due componenti che, in continuo ed armonico dialogo, sono la base di una nuova costruzione morale. Il gesuita riscrive il rapporto tra Creatore e creatura, da un lato, e il rapporto tra obbligo politico e (...) libertà, dall’altro, tenendo conto che l’uomo è naturalmente inserito nell’ambito dello Stato e sottomesso alla sua giurisdizione, senza tuttavia alcuna abdicazione da parte sua. Nella posizione filosofica di Suárez si scopre la nascita di una teoria sistematica della comunità politica, incentrata sulla dialettica tra rottura e continuità temporale con i temi della scolastica e del nascente. (shrink)

: Fodor’s view of the mind is thoroughly computational. This means that the basic kind of mental entity is a “discursive” mental representation and operations over this kind of mental representation have broad architectural scope, extending out to the edges of perception and the motor system. However, in multiple epochs of his work, Fodor attempted to define a functional role for non-discursive, imagistic representation. I describe and critique his two considered proposals. The first view says that images play a particular (...) kind of functional role in certain types of deliberative tasks. The second says that images are solely restricted to the borders of perception, and act as a sort of medium for the fixing of conceptual reference. I argue, against the first proposal, that a broad-scope computationalism such as Fodor’s renders images in principle functionally redundant. I argue, against the second proposal, that empirical evidence suggests that non-discursive representations are learned through perceptual learning, and directly inform category judgments. In each case, I point out extant debates for which the arguments are relevant. The upshot is that there is motivation for limited scope computationalism, in which some, but not all, mental processes operate on discursive mental representations. Keywords: Computational Theory of Mind; Mental Representation; Perception; Mental Image; Jerry Fodor Fodor e le rappresentazioni mentali come immagini Riassunto: La concezione della mente di Fodor è rigorosamente computazionale, ossia le entità mentali di base sono rappresentazioni mentali “discorsive”. Le operazioni su queste rappresentazioni hanno un fine architettonico ampio, che va fino ai confini della percezione e del sistema motorio. In periodi diversi del suo lavoro, Fodor ha proposto due modi per definire un ruolo funzionale per la rappresentazione non-discorsiva come immagine. Tratterò criticamente entrambi. Per il primo, le immagini giocano un particolare tipo di ruolo funzionale in certi tipi di compiti deliberativi, mentre, per il secondo, sono relegate unicamente ai confini della percezione, agendo come medium per fissare il riferimento concettuale. Contro il primo sosterrò che un computazionalismo così ampio come quello di Fodor rende le immagini in principio funzionalmente ridondanti. Contro il secondo sosterrò che l’evidenza empirica suggerisce che le rappresentazioni non-discorsive vengono apprese percettivamente, agendo direttamente sui giudizi di categorizzazione. In entrambi i casi considererò gli argomenti più rilevanti nel dibattito corrente. Si vedrà che ci sono buone ragioni in favore di un computazionalismo più limitato, in cui alcuni processi mentali operano su rappresentazioni mentali discorsive. Parole chiave: Teoria computazionale della mente; Rappresentazione mentale; Percezione; Immagine mentale; Jerry Fodor. (shrink)

《一代直聲百年盡瘁：梁簌溟鄉村建設運動研究》系統梳理了20世紀30年代梁漱溟主持的山東鄉村建設實驗的相關內容，以及不同時期相關實踐者和學者對其鄉村建設實驗進行的各種討論和爭議，試圖全方位挖掘梁漱溟鄉建 思想與實踐的深層學術價值和現實借鑒意義，冀望對今天的農村現代化建設和農村改革，尤其是“三農”問題的解決和優化提供有益的借鑒。.

本书内容包括:纠结于现代和复古之间-评蒋庆的"政治儒学"思想,"原道"与"道源"-评陈明的"即用见体"思想,后现代主义儒学:从现象学到孔夫子-评张祥龙的"现象学儒学"思想,论当代儒学的"生活论"转向- 评黄玉顺的"生活儒学"思想,"天下主义"还是"中西比对"-评盛洪的"经济儒学"思想等.

Dans un dialogue constant avec la phénoménologie intentionnelle de Husserl, Michel Henry a tenté de mettre au point une nouvelle ontologie phénoménologique, pour cerner spécifiquement ce qu'il nommait «l’essence de la manifestation». Il ouvrait ainsi la voie d’une méthode philosophique originale, celle d’une phénoménologie «radicale», dont il ne cessa de l’appliquer à des objets divers, dans le cadre précis des pensées de l’immanence. Ce livre interroge ce moment de l’élaboration phénoménologique de la philosophie de Michel Henry et montre notamment comment (...) la notion de «sens» joue un rôle essentiel. (shrink)

本书在充分把握有关梁漱溟及其相关资料, 以及相关研究成果的基础上, 针对中国现代政治发展过程中所具有的十分复杂的政治、文化与教育的关系, 真切地还原了梁漱溟探索中国政治现代化之路的心路历程, 客观地评价了他的实践努力. 本书稿将时代与个人, 历史与逻辑较好地结合在一起, 既真实地反映了梁漱溟个人的政治变革追求随着时代发展变化的纵向历程, 也深入而较系统地对他每一阶段的思想和活动进行了专业性 (政治、文化和教育) 的评析, 展现了一定的历史发展的动态.

本書是由崔大華生前撰寫的53篇文章、6篇專著序言以及20篇在三聯書店出版的《讀書》雜誌上隨筆文章彙集而成，凝結了他一生的主要研究成果。綜觀這些文章的內容，其對中國歷史哲學問題的研究有許多真知灼見，在中 國傳統文化道德衰退的今天，其對中國傳統哲學的認識有著很好的借鑒意義。比如，儒道對印度佛教和西方基督教滲入中國的影響，傳統倫理道德對當代人類行為的借鑒，莊子思想對中國文學的發展等。.

“Probably Peirce’s best-known works are the first two articles in a series of six that originally were collectively entitled Illustrations of the Logic of Science and published in Popular Science Monthly from November 1877 through August 1878. The first is entitled ‘The Fixation of Belief’ and the second is entitled ‘How to Make Our Ideas Clear.’ In the first of these papers Peirce defended, in a manner consistent with not accepting naive realism, the superiority of the scientific method over other (...) methods of overcoming doubt and ‘fixing belief.’” — Robert Burch, “Charles Sanders Peirce,” entry in the Stanford Encyclopedia of Philosophy (2021 revision) -/- “Pragmatist epistemologies often explore how we can carry out inquiries in a self-controlled and fruitful way. (Where much analytic epistemology centres around the concept of knowledge, considered as an idealised end-point of human thought, pragmatist epistemology centres around the concept of inquiry, considered as the process of knowledge-seeking and how we can improve it.) So pragmatists often provide rich accounts of the capacities or virtues that we must possess in order to inquire well, and the rules or guiding principles that we should adopt. A canonical account is Peirce’s classic early paper ‘The Fixation of Belief‘. Here Peirce states that inquiry is a struggle to replace doubt with “settled belief“, and that the only method of inquiry that can make sense of the fact that at least some of us are disturbed by inconsistent beliefs, and will subsequently reflect upon which methods of fixing belief are correct is the Method of Science, which draws on the Pragmatic Maxim described above. This contrasts with three other methods of fixing belief: i) refusing to consider evidence contrary to one’s favored beliefs (the Method of Tenacity), ii) accepting an institution’s dictates (the Method of Authority), iii) developing the most rationally coherent or elegant-seeming belief-set (the A Priori Method).“ — Catherine Legg, “Pragmatism,” entry in the Stanford Encyclopedia of Philosophy (2021 revision). (shrink)

Formatosi alla lezione di Franz Brentano e di Hermann Lotze, maestro a Halle di Edmund Husserl e in seguito, a Berlino, dei fondatori della psicologia della Gestalt – Köhler, Koffka e Wertheimer – Carl Stumpf fu uno dei massimi esponenti della filosofia del suo tempo. Filosofo dai vasti interessi, ma anche psicologo di rango, attento studioso di filosofia della musica e pioniere dell’etnomusicologia, Stumpf è una figura indubbiamente originale, il cui lungo itinerario intellettuale appare sempre più imprescindibile per comprendere l’evoluzione (...) del pensiero filosofico della seconda metà dell’Ottocento e del primo Novecento in Germania. Estraneo ai dogmi del positivismo allora imperante, ma anche alla fascinazione trascendentale della fenomenologia husserliana, Stumpf concepisce la riflessione filosofica come esercizio critico aperto all’esperienza e tuttavia capace di trascenderla per mirare alle vette della speculazione metafisica ed etica. Gli scritti qui tradotti consentono, con l'aiuto dell'apparato critico, di dare corpo all’idea di una rinascita della filosofia, che riecheggia il titolo di una conferenza berlinese di Stumpf del 1907, ma che ben si attaglia al suo progetto filosofico complessivo. (shrink)

According to most accounts of trust, you can only trust other people (or groups of people). To trust is to think that another has goodwill, or something to that effect. I sketch a different form of trust: the unquestioning attitude. What it is to trust, in this sense, is to settle one’s mind about something, to stop questioning it. To trust is to rely on a resource while suspending deliberation over its reliability. Trust lowers the barrier of monitoring, challenging, checking, (...) and questioning. Trust sets up open pipelines between yourself and parts of the external world. Trust permits external resources to have a similar relationship to one as one’s internal cognitive faculties. This creates efficiency, but at the price of exquisite vulnerability. We must trust in this way because we are cognitively limited beings in a cognitively overwhelming world. Crucially, we can hold the unquestioning attitude towards objects and technologies. When I trust my climbing rope, I stop worrying about its reliability. When I trust my online calendaring system, I simply go to the events indicated, without question. But, one might worry, how could one ever hold such a normatively loaded attitude as trust towards mere objects? How could it ever make sense to feel betrayed by an object? Trust is our engine for expanding and outsourcing our agency — for binding external processes into our practical selves. Thus, we can be betrayed by our smartphones in the same way that we can be betrayed by our memory. When we trust, we try to make something a part of our agency, and we are betrayed when our part lets us down. To unquestioningly trust something is to let it in—to attempt to bring it inside one’s practical functioning. This suggests a new form of gullibility: agential gullibility, which occurs when agents too hastily and carelessly integrate external resources into their own agency. (shrink)

Extending the literature on social capital development in the community, this article examines the impact of diverse social interactions on the development of social trust in the workplace, and investigates whether their effects differ in individualistic and collectivistic cultures. Using survey data collected in Canada and China, the authors find that the diversity of one’s social interactions in the community is positively associated with one’s social trust in the workplace, and this relationship is not significantly different between the two cultures. (...) Diversity of one’s social interactions in the workplace is also positively associated with one’s social trust in the workplace, though only in collectivistic cultures. (shrink)

Value capture occurs when an agent’s values are rich and subtle; they enter a social environment that presents simplified — typically quantified — versions of those values; and those simplified articulations come to dominate their practical reasoning. Examples include becoming motivated by FitBit’s step counts, Twitter Likes and Re-tweets, citation rates, ranked lists of best schools, and Grade Point Averages. We are vulnerable to value capture because of the competitive advantage that such crisp and clear expressions of value have in (...) our private reasoning and our public justification. There is, however, a price. In value capture, we take a central component of our autonomy — our ongoing deliberation over the exact articulation of our values — and we outsource it. And the metrics to which we outsource usually engineered for the interests of some external force, like a large-scale institution’s interest in cross-contextual comprehensibility and quick aggregability. That outsourcing cuts off one of the key benefits to personal deliberation. In value capture, we no longer adjust our values and their articulations in light of own rich experience of the world. Our values should often be carefully tailored to our particular selves or our small-scale communities, but in value capture, we buy our values off the rack. In some cases – like decreasing CO2 emissions – the costs of non-tailored values are outweighed by the benefit of precise collective coordination. In other cases, like in our aesthetic lives, they are not. This suggests that we should want different values suited to different scales. We should want value federalism. Some values are perhaps best pursued at the largest-scale level, others at smaller scales. The problem occurs when we exhibit an excess preference for the largest-scale values – when we consistently let the universal metrics swamp our quieter interests. (shrink)

ObjectiveTo explore the effect of modified constraint-induced movement therapy on upper limbs residual dysfunction for infancy with the sequelas of unilateral brachial plexus injury.MethodsSingle blind randomized controlled trial of mCIMT vs. standard care. An enrolling 31 infants with a uBPI exhibiting residual dysfunction of the affected upper limb for over 6 months was conducted. And functional outcomes pertaining to the affected upper limb were assessed via AMS, GRES, RHS, and MSS at 0, 3, and 6 months after treatment.ResultsNo differences were (...) found in baseline AMS, MSS, GRES, or RHS between the control and mCIMT groups [F = 0.062, P = 0.086; F = 0.483, P = 0.499; F = 0.272, P = 0.610; Z = −0.336, P = 7.373]. At the 3- and 6-month follow-up time points, AMS, MSS, and GRES scores were significantly improved over baseline in both groups [mCIMT: F = 183.750, 128.614, 110.085, P < 0.05; Control: F = 204.007, 75.246, 51.070, P < 0.05]. No significant differences were found between two treatment groups at the 3-month follow-up time point [F = 0.565, P = 0.465; F = 0.228, P = 0.641; F = 0.713, P = 0.413; Z = −0.666, P = 0.505]. However, at the 6-month follow-up time point, AMS and MSS scores were significantly improved in the mCIMT group relative to the control group [F = 8.077, P = 0.013; F = 18.692, P = 0.001].ConclusionmCIMT may benefit the rehabilitation of residual upper limb dysfunction associated with a uBPI in infants.Clinical Trial Registration[www.chictr.org.cn], identifier [ChiCTR1900022119]. (shrink)

The principle of differential marginality (Casajus in Theory and Decis 71(2):163-–174) for cooperative games is a very appealing property that requires equal productivity differentials to translate into equal payoff differentials. In this paper we apply this property to axiomatic characterizations of values. We show that differential marginality implies additivity and symmetry under certain conditions. Based on this result, we propose new characterizations of the equal division and the equal surplus division values. Finally, we characterize two classes of convex combinations of (...) values, i.e., α\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\alpha$$\end{document}-egalitarian Shapley values and α\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\alpha$$\end{document}-equal surplus division values, by employing differential marginality and establishing the uniqueness of these values on inessential games. (shrink)

This book researches the thought of Jin Yuelin’s epistemology with some notions and methods of contemporary epistemology as the frame of reference. There are two kinds of academical significance in this book, one is that author has accurately comprehended the specific content, inadequacies and contradictions in Jin’ s epistemology, recognized the methods by which Jin Yuelin built his theory of knowledge. The other is that author has known about the differences in research objects and methods between Jin’s theory and contemporary (...) epistemology, and showed the position of Jin’s epistemology in the whole theory of knowledge through the comparative study. On the one hand, the book focuses on the core problem of Jin Yuelin’ epistemology that is how objective knowledge is produced. On the other hand, it is made up of seven chapters in accordance with the structure of Jin’s Theory of Knowledge. The first chapter introduces and comparatively analyzes the comprehensions about the concepts of “knowledge” and “epistemology” between Jin Yuelin and contemporary epistemologists. This chapter supplies the means and methods for following chapters. The second chapter describes Jin’s standpoint and criticism to idealism starting mode, analyzes the objective starting mode that belongs to Jin’s theory and reveals his negative attitude to skepticism. This chapter shows the essential characteristics of the Jin Yuelin’s epistemology. The given is the content of sensation, which is the most basic part of cognitive activity. Moreover Jin Yuelin regards sensation as foundation of knowledge, so the research on theory of the given is separated from the whole study of cognitive activity and treated as the third chapter, which presents Jin’s theory of the given and analyzes the problems of Jin’s theory, then introduces some kinds of theory of the given and theory of perception in the contemporary epistemology, finally comparatively investigates theories of the given between Jin Yuelin and contemporary epistemologists. From the perspective of cognitive activity, the fourth chapter describes the perceptual activity, the activity of knowing, the activity of thinking, means and outlines of reception in Jin’s epistemology, then exposes its contradictions and inadequacies; Induction is the important research object of the Western epistemologists, similarly Jin Yuelin paid more attention to induction and regards the principle of induction as outline of reception. In fact, his standpoint about the principle of induction is vital and creative, so the study of induction separately belongs to the fifth chapter. This chapter presents the Jin’s comprehension about the principle of induction and some answers to the problem of induction in contemporary epistemology, then comparatively analyzes two kinds of the thought about induction. The sixth chapter successively introduces being, nature and fact which all are objects of cognitive activity, then analyzes the problems within them. From the perspective of cognitive results, the last chapter presents the Jin’s standpoint about verification and demonstration of proposition, definition and criteria of truth, then simply describes the point views of contemporary epistemologists about verification and truth of proposition, finally comparatively investigates two kinds of thought. From the vertical, the thesis analyzes the fundamental sections of objective knowledge one by one, such as the given, experience, idea, proposition and truth. From the horizontal, the book focuses on the three main parts of knowledge event, for example, cognitive activity, objects of knowledge and the true proposition treated as knowledge. In a word, the whole book is coherent and organic unity. Through the comparative study, it can be concluded that it is reasonable for Jin Yuelin to enjoy a high academic status, because he is the first philosopher who specializes in the study of epistemology. At the same times, he improves transmission of logic, metaphysics and epistemology from the Western to China. So, his hard work enriches and expands the realm of Chinese philosophy. With the development of the study of epistemology, descriptive content of it, such as, perceptual activity and rational activity, will be regarded as the objects of psychology and cognitive science. Meanwhile, normative content will be retained. For example, analysis of conditions of knowledge, justification for belief claims, comprehension about the proofs of justification, as well as reactions to challenges of skepticism. The latter will continue to be objects of epistemology, of course, they must establish close relationships with psychology and cognitive science. According to this prospect, we should split Jin Yuelin’s theory of knowledge, of which the descriptive content would be allocated to psychology and cognitive science. On the contrary, the normative content would be kept as important resource for deeply studying epistemology. -/- Key words: Knowledge; Contemporary epistemology; Compare; The given; Idea; The principle of induction; Fact. (shrink)

The purpose of the startup approach is to find an appropriate course of action that adds value to the economy’s development. This study is aimed to determine the effect of the lean startup approach with mediating effect of business coaching to foster innovative work behavior in women entrepreneurs. Additionally, the study also examines the moderating effect of age on the lean startup approach and innovative work behavior. A quantitative approach was employed. The findings show that the relationship between the lean (...) startup approach and innovative work behavior is significant. Moreover, the findings also revealed a significant mediating effect of business coaching and moderating effect of age. This research encourages practitioners and scholars to deal with women entrepreneurship incubation initiatives in the lean startup methodology. Furthermore, this study also leads to a deeper understanding of women’s ideas for business exploration, growth, and implementation. The study contends that guidelines and directives are critical for creative entrepreneurial behavior. (shrink)

Short-term traffic flow prediction is an effective means for intelligent transportation system to mitigate traffic congestion. However, traffic flow data with temporal features and periodic characteristics are vulnerable to weather effects, making short-term traffic flow prediction a challenging issue. However, the existing models do not consider the influence of weather changes on traffic flow, leading to poor performance under some extreme conditions. In view of the rich features of traffic data and the characteristic of being vulnerable to external weather conditions, (...) the prediction model based on traffic data has certain limitations, so it is necessary to conduct research studies on traffic flow prediction driven by both the traffic data and weather data. This paper proposes a combined framework of stacked autoencoder and radial basis function neural network to predict traffic flow, which can effectively capture the temporal correlation and periodicity of traffic flow data and disturbance of weather factors. Firstly, SAE is used to process the traffic flow data in multiple time slices to acquire a preliminary prediction. Then, RBF is used to capture the relation between weather disturbance and periodicity of traffic flow so as to gain another prediction. Finally, another RBF is used for the fusion of the above two predictions on decision level, obtaining a reconstructed prediction with higher accuracy. The effectiveness and robustness of the proposed model are verified by experiments. (shrink)

Nella produzione libraria del mondo antico e medievale, i codici palinsesti rappresentano un settore tanto interessante quanto, ancora, relativamente poco indagato. La stratificazione, per lo più casuale, di tipologie testuali e grafiche diverse in un unico codice-contenitore (la cui stessa ragion d'essere si propone, per la singolare natura del prodotto librario, come problematica e significativa) offre a specialisti di ambiti diversi – filologi, paleografi, codicologi – un ampio ventaglio di prospettive d' indagine e di itinerari di ricerca. Come uno scavo (...) stratigrafico – in cui ciascun elemento va riportato alla luce, studiato, contestualizzato, preservato nella sua originaria integrità – così l'indagine condotta sui codici palinsesti deve costantemente conciliare la natura frammentaria dei materiali riutilizzati (testuali, grafici, codicologici) con la nuova unità libraria che ne è derivata, cogliendo, proprio nella compresenza di elementi vari ed eterogenei, gli indizi utili alla ricostruzione di scenari culturali più vasti e articolati. Dapprima indagati sotto il profilo esclusivamente testuale – con atteggiamento non scevro da una certa ‘filologica’ superiorità nei confronti di prodotti librari ritenuti comunque di seconda scelta (si pensi, per esempio, ai lavori di Angelo Mai, intesi esclusivamente al recupero di testi antichi ritenuti particolarmente significativi, con procedimenti per lo più devastanti per la conservazione e l'integrità dei reperti), solo in tempi più recenti i palinsesti sono stati recuperati alla dimensione di uno studio globale, non più solo filologico, ma anche grafico e codicologico, che prescinda dalla rarità dei testi conservati. (shrink)

The purpose of this research is to investigate the associations of internal and external support mechanisms with entrepreneurial success, in the context of China's entrepreneurial sector from network theory perspective. The role of digital technology, as a moderator, has also been analyzed. Data has been obtained from 500 entrepreneurs in Jiangsu, a province in China. All hypotheses were tested using structural equation modeling. It has been found that family support, business partner support, community support and external stakeholder relationships have positive (...) effects on entrepreneurial success. It has also been discovered that digital technology adoption strengthens the positive relationship between business partner support and entrepreneurial success. Theoretical and practical implications have been highlighted and future research suggestions have been provided. (shrink)

Recent conversation has blurred two very different social epistemic phenomena: echo chambers and epistemic bubbles. Members of epistemic bubbles merely lack exposure to relevant information and arguments. Members of echo chambers, on the other hand, have been brought to systematically distrust all outside sources. In epistemic bubbles, other voices are not heard; in echo chambers, other voices are actively undermined. It is crucial to keep these phenomena distinct. First, echo chambers can explain the post-truth phenomena in a way that epistemic (...) bubbles cannot. Second, each type of structure requires a distinct intervention. Mere exposure to evidence can shatter an epistemic bubble, but may actually reinforce an echo chamber. Finally, echo chambers are much harder to escape. Once in their grip, an agent may act with epistemic virtue, but social context will pervert those actions. Escape from an echo chamber may require a radical rebooting of one's belief system. (shrink)