Forecasting blood glucose values for patients can help prevent hypoglycemia and hyperglycemia events in advance. To this end, this study proposes an intelligent ensemble deep learning system to predict BG values in 15, 30, and 60 min prediction horizons based on historical BG values collected via continuous glucose monitoring devices as an endogenous factor and carbohydrate intake and insulin administration information as exogenous factors. Although there are numerous deep learning algorithms available, this study applied five algorithms, namely, recurrent neural network, (...) which is optimized for sequence data, and RNN-based algorithms, stacked LSTM, bidirectional LSTM, and gated recurrent unit). Then, a genetic algorithm was applied to the five prediction models to optimize their weights through ensemble techniques and to yield the final predicted BG values. The performance of the proposed model was compared to that of the autoregressive integrated moving average model as a baseline. The results show that the proposed model significantly outperforms the baseline in terms of the root mean square error and continuous glucose error grid analysis. For the valid 29 diabetic patients for the multivariate models, the RMSE was 11.08, 19.25, and 31.30 mg/DL for 15, 30, and 60 min PH, respectively. When the same data were applied to univariate models, the RMSE was 11.28, 19.99, and 33.13 mg/DL for 15, 30, and 60 min PH, respectively. Both the univariate and multivariate models showed a statistically significant difference compared with the baseline at a 5% statistical significance level. Instead of using a model with a single algorithm, applying a GA based on each output of a model with multiple algorithms was found to play a significant role in improving model performance. (shrink)

Computerized relaxation training has been suggested as an effective and easily accessible intervention for individuals with psychological distress. To better elucidate the neural mechanism that underpins the effects of relaxation training, we investigated whether a 10-session computerized relaxation training program changed prefrontal gamma-aminobutyric acid levels and cerebral blood flow in women with psychological distress. We specifically focused on women since they were reported to be more vulnerable to develop stress-related disorders than men. Nineteen women with psychological distress but without a (...) diagnosis of psychiatric disorders received the 10-day computerized relaxation training program that consisted of 30-min cognitive-relaxation training and 10-min breathing-relaxation training per day. At baseline and post-intervention, perceived stress levels, anxiety, fatigue, and sleep quality were assessed by self-report questionnaires. Brain magnetic resonance spectroscopy and arterial spin labeling scans were also performed before and after the intervention to evaluate GABA levels and relative CBF in the prefrontal region. Levels of perceived stress, anxiety, fatigue, and sleep quality improved following 10 sessions of computerized relaxation training, resulting in a significant relief in composite scores of stress-related symptoms. The prefrontal GABA levels decreased, while relative CBF increased after the intervention. In addition, a greater increase in relative prefrontal CBF was associated with better composite scores of stress-related symptoms following the intervention. The current findings suggest that computerized relaxation training may improve stress-related symptoms through modulating the prefrontal GABA levels and CBF in women with psychological distress. (shrink)

Over the past twenty-five years, or so, considerable advances have been made in understanding how learning occurs in the brain, though much of this research is still to make its way into education. One contribution it should be making is to furnish the philosophical critique of past and current theory with supporting empirical evidence. For example, motivation theory and its cognate expectancy-value theory continue to be taught in teacher education, even though their rational cognitivist foundations are philosophically shaky, and their (...) shared representational notion of the mind is incompatible with what is now known about the learning brain. Furthermore, the central claim of motivation theory that children need to be motivated in order to learn is educationally problematic, not least because it incorporates a deficit model of the child as learner. This paper provides a philosophical and educational critique of motivation and expectancy-value theories and begins to sketch out an alternative dynamic systems approach, which argues that value is deeply embedded in the learning process, not only in the value students may or may not attach to their learning, but also neurobiologically. In opposition to motivation and its notion of the learner this paper argues that every student is equipped with a brain that is value-orientated towards learning and will learn, when nested in suitably affordant learning environments. In place of expectancy-value, we argue for value-embedded learning, which provides a non-reductive and biologically plausible account of how value and emotional salience are dynamically interwoven in the learning process. (shrink)

Some features of the concept of a want, and of the explaining relation in which a want may stand to an action, have not received sufficient attention. In what follows we shall offer some suggestions and descriptions which may be one step toward remedy of this situationi. We shall be at pains to point out the extent to which the features we describe fit in with a conception of the explanations of actions conforming to the inferential (deductive or inductive) and (...) nomological patterns of scientific explanation, and also to point out where perhaps the fit is not so snug. (shrink)

Secession is again a hot political topic. Consider the recent events in Catalonia. In an illegal referendum in October 2017, amid large-scale demonstrations and violent interventions by the Spanish...

Name der Zeitschrift: Semiotica Jahrgang: 2015 Heft: 207 Seiten: 395-409.

Patient participation is one of the most prevalent focus areas in the Danish healthcare debate. Patient participation is generally presented as a fundamental democratic right, and is stated in an objective language with legal requirements for healthcare professionals to ensure that patients systematically participate in their own courses of care and treatment. In the research literature, it is not clear what is meant by ‘patient participation’, and several discourses on patient participation exist side by side. This study explores how discourses (...) of patient participation unfold and are at play in the articulations in official legal and political documents and patient records relating to a Danish psychiatric context. The documents and patient records have been analyzed using a Fairclough‐inspired critical discourse approach which is concerned with how power is exercised through language. The research findings show that patient participation within Danish psychiatric healthcare is governed within a neoliberal discourse where underlying discourses; discourse of biomedicine, paternalism, management, evidence and ethics of care are embedded, and a discourse that seems to ascribe stigmatizing traits to mentally ill patients. (shrink)

The present study examined the attitudes of Filipino middle school students toward physical education and the associations between PE attitude and various personal and external correlates of PE. In total, 659 middle school students, aged between 12 and 19 years, participated in the study. The Physical Education Attitude Scale was used to measure affective, cognitive, and motivational/behavioral attitudes of adolescent students toward PE. Results showed that middle school students had moderate general attitudes toward PE. Female students had more favorable attitudes (...) toward PE when their teacher was male than female. When the teacher was female, male students were more satisfied with the PE curriculum than female students. When the teacher was male, female students were more comfortable with the PE curriculum than male students. Finally, students' PE attitude did not decrease as they got older, regardless of student sex. The findings provide a different perspective for the field and underscore the importance of not only the PE curriculum but also the student–teacher relationship. To prevent the decline in students' positive attitude and encourage positive behaviors toward PE and activities, teachers should be very considerate about their interactions with students of the same sex; school administrators, meanwhile, should focus at providing PE teachers with special training courses to enhance both their teaching and communication capabilities. (shrink)

Women’s voices are widely expressed in current movements of rejuvenation of Jewish traditions. These moves raise tensions within the religious world and the civil legal realm. In focus here is a much-debated instance: the nearly thirty-year effort by Jewish women to pray in a group in song and read from the Bible at the holy site of the Western Wall in Jerusalem. The group is called the Women of the Wall (WoW). In addition to the women's rights of speech, discussion (...) here highlights the need to recognize duties of respect for the women’s voices. Moral analysis of the Jewish and democratic values which constitutionally define Israel founds the legal basis for this duty of respect. Both Jewish thought and Kantian analysis are seen to conceptualize the essence of freedom as obligation, from which arise duties of respect for the other. Duties of respect indeed are owed to WoW by the other worshippers at the Western Wall, as well as by the rabbinic authorities in control of forms of prayer at the site. That both Jewish and democratic values deem obligation as the essence of freedom lends support to seeing coherence between the two sets of values defining the State of Israel. (shrink)

Buchanan and Powell develop a concept of moral progress, and build a middle-range theory of how moral progress comes about. They argue on the basis of their view of the evolutionary origins of normative thought that further moral progress towards more inclusive moral and political systems is possible. In doing so they rebut a conservative reading of the evolution of normative thought: a reading that regards the hope for inclusive moral systems as utopian. Buchanan and Powell argue that this ‘evoconservative’ (...) argument overlooks overwhelming evidence of the adaptive plasticity of normative thought. I agree with their rejection of that evoconservative position, but give an alternative account of the evolutionary foundations of normative cognition and its plasticity. But I also argue that there is a gap in their defence of their view of moral progress: it begs the question against exclusive, relational conceptions of the naturalistic foundations of normative obligations and rights. Their account is less fully naturalistic than they seem to suppose, for it lacks a developed account of the natural facts which make normative claims true, and it is not clear that there is an account to be given that would vindicate their inclusive liberal intuitions about the norms we should have. (shrink)

Identity construction — the process of creating and building a new future self — is an integral part of a person’s professional career development. However, at present we have little understanding of the psychological mechanisms that underpin this process. Likewise, we have little understanding of the barriers that obstruct it, and which thus may contribute to inequality in career outcomes. Using a social identity lens, and particularly the Social Identity Model of Identity Change (SIMIC), we explore the process of academic (...) identity construction among doctoral students. Through thematic analysis of semi-structured interviews with 22 PhD candidates, we observe that the identity construction process relies on a person’s perception of a navigable pathway between their current self and their future self. Importantly, participants who were able to access multiple identity resources were more likely to perceive a navigable pathway to a future professional self (e.g., as an academic), unless they perceived these identities to be incompatible with those held by leading members of the profession (e.g., their supervisors). This research suggests that the identities that people are able to access as they progress in their careers may play an important role in their ongoing professional identity construction and career success. (shrink)

This study examined the role of religion in xenophobic responses to the threat of Ebola. Religious communities often offer members strong social ties and social support, which may help members cope with psychological and physical threat, including global threats like Ebola. Our analysis of a nationally representative sample in the U.S. found that overall, the more vulnerable to Ebola people felt, the more they exhibited xenophobic responses, but this relationship was moderated by importance of religion. Those who perceived religion as (...) more important in their lives exhibited weaker xenophobic reactions than those who perceived religion as less important. Furthermore, social connectedness measured by collectivism explained the moderating role of religion, suggesting that higher collectivism associated with religion served as a psychological buffer. Religious people showed attenuated threat responses because they had a stronger social system that may offer resources for its members to cope with psychological and physical threats. The current research highlights that different cultural groups react to increased threats in divergent ways. (shrink)

A prominent approach in the debate on territorial rights claims that a group may have jurisdictional rights over a particular land if that land has become a repository of value for the group. This justification relies on a premise which has remained largely unsubstantiated, namely that having jurisdictional rights should be our preferred means for ensuring the group’s retaining of the land’s embedded value. This article discusses a recent attempt to fill this gap. David Miller acknowledges that the value could (...) be retained by the group if it has private property rights. However, he argues that because such rights can be changed at will by the holder of jurisdictional rights the group’s retaining of value is unacceptably insecure. I argue that this attempt fails. Miller’s argument is briefly stated so I start with some reconstructive work. Most importantly, I suggest that the argument relies on a descriptive claim about empirical probabilities, namely that the group’s having jurisdictional rights (in international law) provides the largest feasible reduction of insecurity. I then provide some tentative suggestions about expected state behavior which challenge the validity of that descriptive claim; I argue that a reform of international law which confers internationally enforced property rights on the relevant groups—rather than jurisdiction—may provide a similar (or even relatively larger) reduction of insecurity. My tentative conclusion is that Miller’s appeal to insecurity fails to provide the “embedded value” approach (favored by him and others) with the needed bridge from property rights to rights of jurisdiction. (shrink)

독일 철학자의 사회사상과 역사철학, 인식론을 두루 살피며 그의 미학이론을 중심으로 문학, 예술론의 중 요 국면을 면밀히 검토한 현직 교수의 논저. 연구가 일천했던 아도르노의 사상을 칸트, 헤겔, 마르크스 등기존의 사상들과 대비하여 논하였다.