The feature selection (FS) process has an essential effect in solving many problems such as prediction, regression, and classification to get the optimal solution. For solving classification problems, selecting the most relevant features of a dataset leads to better classification accuracy with low training time. In this work, a hybrid binary crow search algorithm (BCSA) based quasi-oppositional (QO) method is proposed as an FS method based on wrapper mode to solve a classification problem. The QO method was employed in tuning (...) the value of flight length in the BCSA which is controlling the ability of the crows to find the optimal solution. To evaluate the performance of the proposed method, four benchmark datasets have been used which are human intestinal absorption, HDAC8 inhibitory activity (IC50), P-glycoproteins, and antimicrobial. Accordingly, the experimental results are discussed and compared against other standard algorithms based on the accuracy rate, the average number of selected features, and running time. The results have proven the robustness of the proposed method relied on the high obtained value of accuracy (84.93–95.92%), G-mean (0.853–0.971%), and average selected features (4.36–11.8) with a relatively low computational time. Moreover, to investigate the effectiveness of the proposed method, Friedman test was used which declared that the performance supremacy of the proposed BCSA-QO with four datasets was very evident against BCSA and CSA by selecting the minimum relevant features and producing the highest accuracy classification rate. The obtained results verify the usefulness of the proposed method (BCSA-QO) in the FS with classification in terms of high classification accuracy, a small number of selected features, and low computational time. (shrink)

The encounter of the medieval Muslims with Greek philosophy undeniably shaped the course of their philosophical and theological thought. This encounter led to the complex and contentious issue of ‘philosophy versus theology’. Medieval Muslim thinkers needed to develop a response to the issue of philosophy versus theology. The present article will first highlight the response of the Islamic theologians to their encounter with Greek philosophy in the form of three major trends in medieval Islamic theology: (1) strong opposition to the (...) application of reason and rationalist approach to Islamic doctrines, and strict adherence to the actual text of the Qur’an and the Hadith, (2) the adoption of Greek philosophy, and the application of reason and rationalist approach to explain and defend Islamic religion and (3) acknowledging the significance of reason in exploring the matters related to the natural world but, at the same time, stressing the subordination of reason to revelation. This article will discuss Atharism, Muʿtazilism and Ashʿarism as the representatives of the first, second and third trends, respectively. The response of the medieval Islamic theologians to the issue of philosophy versus theology serves as a context in which medieval Muslim philosophers carried out their philosophy–theology debate. The article will proceed to show that some medieval Muslim philosophers, such as Abu Bakr Al-Razi, subordinated religion or revelation to philosophy or reason. Other medieval Muslim philosophers, such as Al-Ghazali, subordinated philosophy to theology. The third group of medieval Islamic philosophers represented by Alfarabi argued for the reconciliation and harmonious co-existence of philosophy and religion. Contribution: This article highlights the response of medieval Islamic theologians and philosophers to the issue of philosophy versus theology that was caused by their encounter with Greek philosophy. (shrink)

The ethnic-Chinese business is often characterised by a central role of the family both in the structure of the firm and in its corporate culture. This has political, social as well as cultural reasons. The centrality of the family in business has its advantages and disadvantages. On the one hand, it enables a fast, efficient and flexible process of decision-making. On the other hand, it often contradicts modern business professionalism. The younger generation of ethnic-Chinese business actors tend to preserve crucial (...) elements of such family-centred characteristics. Yet, globalisation drives them to transform their business style, lessening its dependence on family resources and adopting more-modern professional ideas. Changes in current political situation, religious-cultural trend, demography and education contribute to making possible the transformation. (shrink)

The discourse on the integration of science and Islam is being realised through the establishment of various Islamic religious universities in Indonesia. One of the Islamic universities that accommodates this discourse is the Al-Qur’an Science University, Central Java, Indonesia (UNSIQ). This study aims to examine the basic concept of scientific integration at the UNSIQ and critically analyses the academic tradition and research development patterns based on the Lakatos research development pattern, both of which are hard-core and auxiliary hypotheses. This research (...) shows that the scientific base at the UNSIQ has been structured in an awareness that supports the establishment of a distinctive academic tradition and scientific culture in the framework of al-Qur’an-based academic knowledge. However, research as auxiliary hypotheses in building scientific paradigm is still limited in certain disciplines and needs to be improved. This needs to be a common concern in order to increase the scientific base of the Syajarah al-Qur’an into a solid scientific paradigm.Contribution: This research figured out that the scientific base at the UNSIQ has been structured in an awareness that supports the establishment of a distinctive academic tradition and scientific culture, but this scientific base needs to be supported by research plan and researches in various disciplines. Thus, those researches become the auxiliary hypotheses to build a particular scientific paradigm of this university. (shrink)

Abstrak: Artikel ini menguraikan penggunaan konsep teologis “Trinitas sosial” oleh empat teolog yang secara khusus menyoroti isu-isu ekonomi. Secara umum para teolog itu menyatakan bahwa teologi ekonomik yang berdasarkan “Trinitas sosial” menolak model ekonomi individualistik yang memertaruhkan komunitas. Mereka memberi gambaran yang berbeda-beda tentang model ekonomi yang layak ditolak itu. Meeks dan Boff melihat praktik ekonomi pasar yang berlaku saat ini maupun praktik ekonomi sosialis yang pernah dijalankan di negara-negara komunis sebagai wujud-wujud dari model ekonomi semacam itu. Novak menolak praktik (...) sosialisme dan memandang kapitalisme yang bersifat demokratik sebagai model ekonomi yang trinitaris. Higginson menilai model ekonomi yang individualistik itu tersirat dalam “etos Protestan”nya Max Weber dan seringkali tercermin dalam cara pengelolaan perusahaan. Saya melanjutkan teologi ekonomik yang berdasarkan Trinitas Sosial itu dengan menjadikan secara spesifik keluarga sebagai wujud konkret komunitas. Saya berpendapat bahwa “Trinitas keluarga” dapat menjadi dasar bagi pengembangan teologi ekonomik yang responsif terhadap konteks ekonomi Indonesia dan Asia pada umumnya, di mana keluarga menjadi bukan hanya model hubungan sosial tetapi juga acuan etis. Kata-kata Kunci: Trinitas sosial, teologi ekonomik, ekonomi kekeluargaan. Abstract: This article explores the use of the theological concept of “social Trinity” by four theologians focusing on economic issues. In general, those theologians suggest that the concept of “social Trinity” implies an economic theology resisting the individualistic economy model, which puts the community at stake. They disagree on which economic system exactly they consider worth rejecting. For Meeks and Boff, that economic model includes both the existing market economy and socialism as had been practiced in the communist countries. Novak rejects the economic system of socialist countries whilst insisting that “democratic capitalism” is consistently Trinitarian. Higginson argues that the individualistic economy is implied in Weber’s “Protestant ethic” and often reflected in the management of corporations. Subscribing to the economic theology based on “social Trinity,” and, at the same time, responding specifically to the characteristics of the Indonesian context, I suggest the family as a concrete form of community. I argue that “familial Trinity” would serve as a foundation for developing an economic theology in response to the situation of Indonesian economy and Asian economy in general, where the family is not only a model of social relations, but also an ethical reference. Keywords: Social Trinity, economic theology, familial economy. (shrink)

This article focuses on the relevance of religious traditions of self-restraint, particularly Sabbath and Nyepi, in the context of the COVID-19 pandemic. From an economic perspective, the pandemic interrupts a lifestyle marked by an unceasing process of production and consumption that affects almost all aspects of life. Such a lifestyle, known as ‘productivism’, has been confronted with ‘anti-productivism’ promoted by groups of Marxism-inspired intellectuals and activists. Employing the method of public theology, this study reveals that religious traditions of self-restraint prepare (...) humanity to anticipate interruptions of regularity, such as a pandemic, in a way that is critical of productivism yet distinct from anti-productivism. From a spiritual perspective, the pandemic and religious traditions of self-restraint should be perceived as synergistic appeals to a balanced lifestyle that is socially, economically, and ecologically harmonious. (shrink)

Hegel's reading of Hafez as part of his Berlin aesthetics lectures. The jargon of the prosaic world -/- This essay deals with Hegel's reading (Georg Wilhelm Friedrich Hegel, 1770 - 1831) of Hafez' poetry (Moḥammad Schams ad-Din Hafez Schirazi, around 1315 - 1390) during his lectures on the Aesthetics or Philosophy of Art at the University of Berlin (1820/21; 1823; 1826; 1828/29). Hegel's writings, Lectures on Aesthetics, were published from his remains by Heinrich Gustav Hotho (1802 - 1873) in three (...) volumes (1835 - 1838) and in a second edition from 1842 onwards. The posthumously published writings of Hegel are, considering the preserved archive material and the unreliable editing work by Hotho, a thoroughly complex research topic. Therefore, this problem area also forms the starting point of the present analysis of Hegel's reading of Hafez. -/- Within the framework of this essay, Hegel's categories of historical frameworks (Symbolic, Classical, and Romantic Art), especially that of the "Symbolic Art", are examined in his lectures on Aesthetics . This will do in three steps: starting with the current state of research, problematizing of Hegelian concepts in his Lectures on Aesthetics like "oriental Pantheism" or Vorkunst, ("the threshold of art" or "praeambula": T. M. Knox' translation, 1975, part I); extending the discussion by focusing on similarities and differences between Hegel's reading of Goethe (part II) and Hegel's reading of Hafez (part III) in his Berlin Aesthetics Lectures of the 1820's. For this purpose, material from Goethe's literary remains (II), as well as a masterpiece of Dutch painters van Eyck analyzed by Hegel (Ghent Altarpiece) during his lectures (III), will be included in the analysis and explored from an interdisciplinary and intercultural perspective. In doing so, Goethe's “Space of Experience and Horizon of Expectation” (Koselleck) in imitating Arabic script and calligraphy (II) is linked to Hegel's reading of Hafez during his Berlin lectures on aesthetics (III). Thus, a dialogue of cultures unfolds between poetry and philosophy. The main questions are: How does the German philosopher Hegel interpret and receive Hafiz's poetry in the context of German idealist philosophy as a topic of his lectures on aesthetics? What epistemological aspects can be gained from Hegel's reading of Hafez for a cultural studies analysis, especially regarding the history of the ideas? In addition to analyzing the historical aspects, the aim is also to uncover new perspectives in order to look with Hafez and Rumi at Hegel's problem child of ‘history’. Of particular interest are epistemological aspects and problems of reception and translation studies in sense of interdisciplinary and intercultural research (e. g. connected/entangled histories; boundary objects). Interculturality is understood in the context of the present essay as a cross-disciplinary theoretical framework in the sense of entangled histories research work interwoven with communication, aesthetic and cultural techniques approaches or resilience studies in a historical perspective. (shrink)

BackgroundA different ethos with respect to the perception of medical ethics prevails in societies in transition such as those in the Arabian Peninsula, which makes it difficult to apply international principles of bioethics in medical practice. This study aimed to develop and psychometrically test an instrument that measures physicians’ awareness of bioethics and medical law and their attitudes towards the practice of medical ethics. Additionally, it examined physician correlates influencing the awareness of bioethics.MethodsFollowing a rigorous review of relevant literature by (...) a panel of experts, a 13-item instrument, the Omani physicians’ bioethics and medical law awareness (OBMLA) questionnaire was developed with the aim of assessing physicians’ awareness of bioethics and medical law. The study tool’s construct validity and internal consistency reliability were examined by exploratory factor analysis (EFA) and Cronbach’s alpha. In a cross-sectional study, the questionnaire was distributed among a random sample of 200 physicians at a tertiary hospital in Muscat, Oman. Participant characteristics that may influence awareness of bioethics and medical law were explored.ResultsThe EFA of the OBMLA questionnaire resulted in three well-loading factors: (1) Physicians’ bioethics practice subscale (2) incentive related bioethics subscale and (3) medical law awareness subscale. Internal consistency reliability ranged between Cronbach’s α: 0.73–0.8. Of the total 200 participants, 52% reported that teaching medical ethics during medical school was inadequate. The overall mean (standard deviation, SD) of the bioethics awareness score and Omani medical law awareness were 27.6 (3.5) and 10.1 (2.1) respectively. The majority of physicians (73%) reported that they frequently encountered ethical dilemmas in their practice and 24.5% endorsed the view that unethical decisions tended to occur in their practice.ConclusionThe study provides an insight into the practice of bioethics, and the awareness of bioethics and medical law among physicians in a teaching hospital in Oman. The OBMLA questionnaire appears to be a valid and reliable tool to assess a physician’s awareness of bioethics and medical law. In this preliminary study, it appears that participants have suboptimal scores on the indices which measure practice and awareness of bioethics and medical law. (shrink)

Fake news detection involves predicting the likelihood that a particular news article is intentionally deceptive. Arabic FND started to receive more attention in the last decade, and many detection approaches demonstrated some ability to detect fake news on multiple datasets. However, most existing approaches do not consider recent advances in natural language processing, i.e., the use of neural networks and transformers. This paper presents a comprehensive comparative study of neural network and transformer-based language models used for Arabic FND. We examine (...) the use of neural networks and transformer-based language models for Arabic FND and show their performance compared to each other. We also conduct an extensive analysis of the possible reasons for the difference in performance results obtained by different approaches. The results demonstrate that transformer-based models outperform the neural network-based solutions, which led to an increase in the F1 score from 0.83 to 0.95, and it boosted the accuracy by 16% compared to the best in neural network-based solutions. Finally, we highlight the main gaps in Arabic FND research and suggest future research directions. (shrink)

Gottfried Keller’s reservations about the church and religion, which remarkably did not stand in the way of his installation as a national writer or at least were partly overlooked in the course of a self-congratulatory reception, can be studied in the prime example of the famous novella interlude of Meretlein, as it is found in both versions of Green Henry. The investigation of the interlude here is based on the various media and sources which shaped the novel character. The conglomerate (...) in which they come together in this character is unraveled by recourse to the earlier and earliest literature on Keller. (shrink)

After the problems of epistemology, the most fundamental problem of Islamic philosophy is that of causality. Causality has been studied from various perspectives. This paper endeavors first to analyze the issues of causality in Islamic philosophy and then to critique them. A sketch is provided of the history of the development of theories of causality in Islamic philosophy, with particular attention to how religious considerations came to determine the shape of the philosophical theories that were accepted. It is suggested that (...) outstanding philosophical and theological problems that have plagued the tradition of Islamic philosophy require a new approach to the issue of causality. (shrink)

A critical edition of "Tahdhīb Al-Akhlāq", a treatise ascribed to the Jacobite theologian, logician, and translator in Abbasid period, Yahya ibn Adi.

This research focused on one of the messages in the Lord’s Prayer, particularly Matthew 6:12 about prayer for forgiveness and forgiveness to others in order to suggest a concept revision for the sake of a rather normative modern Arabic audience. In the Smith-Van Dyck version, asking God for forgiveness serves as the basis for forgiving sinners by using the present and future form of the verb نغفر كما (as we will forgive). This translation is in contrast to 1881 Jesuit Arabic (...) Bible, which used the past tense غفرنا كما and أعفينا فقد (as we have forgiven) as written in the Greek Bible as ὀφειλήματα ‘debts’ by referring to the debt metaphor. This study examined the Arabic translation of Matthew 6:12 in the perspective of Nida and Taber’s semantic adjustments. In light of the research findings, it was clear that the semantic adjustment and grammatical adjustment in the translation did not run on the grammatical structure of the Arabic language. The translation into Arabic also did not comply with the original source of the text, but it was accentuated by the interpretation of ‘debts’ into ‘sins’. Contribution: In conclusion, this fact can be seen from the choice of the word ‘نغفر’ and the use of the future tense ( fi’l muḍār’i ) as opposed to the source text that uses the past tense ( fi’l māḍy ). (shrink)

This research focused on one of the messages in the Lord’s Prayer, particularly Matthew 6:12 about prayer for forgiveness and forgiveness to others in order to suggest a concept revision for the sake of a rather normative modern Arabic audience. In the Smith-Van Dyck version, asking God for forgiveness serves as the basis for forgiving sinners by using the present and future form of the verb نغفر كما (as we will forgive). This translation is in contrast to 1881 Jesuit Arabic (...) Bible, which used the past tense غفرنا كما and أعفينا فقد (as we have forgiven) as written in the Greek Bible as ὀφειλήματα ‘debts’ by referring to the debt metaphor. This study examined the Arabic translation of Matthew 6:12 in the perspective of Nida and Taber’s semantic adjustments. In light of the research findings, it was clear that the semantic adjustment and grammatical adjustment in the translation did not run on the grammatical structure of the Arabic language. The translation into Arabic also did not comply with the original source of the text, but it was accentuated by the interpretation of ‘debts’ into ‘sins’.Contribution: In conclusion, this fact can be seen from the choice of the word ‘نغفر’ and the use of the future tense (fi’l muḍār’i) as opposed to the source text that uses the past tense (fi’l māḍy). (shrink)

Some clerics (ulama) in the Islamic world are of the view that practical politics is closely related to Islam, which regulates how an order of state is run. This view historically departs from Islamic constitutional jurisprudence texts that justify political Islam. Likewise, some Islamic boarding schools’ (pesantren) clerics, better known as kyai in Indonesia, are of the view that practical politics is not only a world affair but also an activity based on the application of Islamic legal principles in achieving (...) public welfare. This study aims to determine the academic basis of pesantren ulama in making decisions to be active in practical politics in Indonesia. Using a qualitative approach through interviews, the results of this study indicate that the political decisions of pesantren ulama are strictly based on the perspective of political Islam and fiqh principles that justify the involvement of ulama in politics. Furthermore, the conclusion leads to three perspectives in political motivations for pesantren’s ulama: to gain power, to preach Islamic values, and to demonstrate the existence of ulama in modern state administration.Contribution: The contribution of the study is to describe the permissibility of politics as an alternative to preaching and to show the existence and ability of ulama in state administration. (shrink)

Alternative food movements work to create more environmentally and economically sustainable food systems, but vary widely in their advocacy for social, racial and environmental justice. However, even those food justice activists explicitly dedicated to equity must respond to the unintended consequences of their work. This paper analyzes the work of activists in Oakland, CA, who have increasingly realized that their gardens, health food stores and farm-to-table restaurants play a role in what scholars have called green gentrification, the upscaling of neighborhoods (...) through the creation of environmental amenities. Gentrification has had grave consequences for the low-income communities of color that food justice activists seek to serve. Activists are reflexive about this dynamic, and have developed strategies to push back against displacement. Most commonly, non-profit organizations and individual social entrepreneurs found businesses that seek to raise the profile of people of color in the trendy Oakland food scene while employing long-term residents in well-paying, green jobs. However, while these efforts are an essential component of a broader agenda to create both food justice and development without displacement, even these relatively high paying “good food jobs” cannot keep up with escalating rents. For this reason, we also highlight the direct action and policy-oriented strategies engaged by a smaller number of food justice activists, and argue that these are necessary compliments to a market-based approach. (shrink)

Mobile app stores provide an extremely rich source of information on app descriptions, characteristics, and usage, and analyzing these data provides insights and a deeper understanding of the nature of apps. However, manual analysis of this vast amount of information on mobile apps is not a simple and straightforward task; it is costly in terms of human effort and time. Computational methods such as topic modeling can provide an efficient and satisfactory approach to mobile app information analysis. Topic modeling is (...) a type of statistical modeling technique for discovering abstract topics that occur in a set of documents. This study explores the relationship between features of Arabic apps and investigates how well the current predefined Google Play app categories represent the type and genre of Arabic mobile apps. Based on the textual app description analysis, we aim to design and develop a sustainable classification system using the Latent Dirichlet Allocation method of topic modeling in order to cover the Arabic apps classification in Google Play app store. Our study supports the hypothesis that the textual app descriptions are effective in suggesting new categories for Arabic mobile apps in Google Play app store. Also, the results indicated that the current classification on Google Play app store is not suitable for our case study “Arabic apps,” as well as it is not sustainable, as it can not cover the new app types including Arabic apps. This study offers an important contribution to Arabic app analysis and design, to improve app search and exploration in several domains such as business, marketing, and technical development. Furthermore, it provides insights for the future of Arabic app research and provides guidance for the development of an Arabic app dashboard that will support users on how to select an app based on their specific needs. (shrink)

It is our privilege to be invited to write a commentary on the "Interface of Ethics and Psychiatry: A Philosophical Case Consultation on Psychiatric Ethics on the Ground." The article presents an innovative collaboration between a philosopher and a psychiatrist reasoning together through the ethical aspects of three clinical cases. The case consultation also offers a unique opportunity to reflect on the teaching of psychiatric ethics in clinical settings. This commentary explores those areas of the article from the perspective of (...) a teacher and trainee whose mentoring relationship is grounded in their shared interest in philosophy and psychiatric ethics.A quick search on PubMed and Google Scholar confirms my own... (shrink)

BackgroundImplementation of quarantine and lockdown to COVID-19 pandemic has created dramatic negative psychological impact mainly the general population’s health worldwide. We aimed to assess the prevalence and predictors of anxiety and stress severity among the Palestinian population.MethodsA cross-sectional web-based survey was conducted. An anonymous online questionnaire and snowball recruiting technique were used to target the general public in Palestine between 6 and 16 April, 2020 during COVID-19 pandemic lockdowns. Multivariate logistic regression models were developed for the outcome variables.ResultsOf the 2819 (...) individuals who completed the questionnaire, more than two thirds of them were females. Nearly, were residing at the West Bank. The mean age of participants was 29.47 years. The anxiety prevalence was with had mild/moderate severity. The stress prevalence was with had mild/moderate severity. The prevalence of both anxiety and stress was. In multivariate analysis, exposure to confirmed case of COVID-19, inadequacy of food supply and jobs that acquire leaving home during lockdown were significantly related to higher anxiety degree. As for stress, low monthly income, cohabitation with a person of a high-risk group and inadequacy of food supply were significantly related to higher stress degree.ConclusionYoung adults with low socioeconomic status and inadequate food supply were more likely to have a higher degree of stress and/or anxiety. Providing alternative economical sources for those in need, and spreading more awareness regarding the pandemic, supporting the population’s psychological wellbeing, community connection and the availability of specialist mental health services are crucial to overcome the mental impacts of COVID-19 in Palestine. (shrink)

Source: Author: Marwan Kadhim Mohammed, Wan Roselezam Wan Yahya Martin Amis's manipulation of the patriarchal concept of power is a notable indication of his transgressive attitudes that raise remarkable questions about the human identity. Transgressing power investigates the violation of the normal and familiar trends of literature in order to circulate a new discourse by which a new identity is reframed. Hence, the study of power in Martin Amis's novels, as an important technique of identity re-definition, is not taken (...) into consideration in the light of Foucault's theory of power. The objective of this study is to examine the role applied by transgression as a technique of subverting the common discourse of power in the field of identity re-formation. The study investigates the concept of power manipulated in Amis's Money to define the identity of the 'New Man'. Accordingly, the Foucauldian theory of power is taken as a framework of this study. The study reveals a conclusion in which the transgressive aspects of power are effectively utilized by Amis to re-define the identity of his protagonist in the novel. Although John Self-has finally lost his name and fortune, which are necessary demands to define one's self-in the patriarchal society, he finds his own new identity away from the materialistic norms of the common discourse. ]]>. (shrink)

Taking support from ego-depletion theory, this study examines ego depletion as a mechanism that explains how employees’ organizational citizenship behavior leads to antagonistic consequences, i.e., service sabotage. Employees’ positive psychological capital is considered a moderator. PROCESS macro was used to test all the hypotheses using time-lagged, dyadic data collected from 420 employees and their 112 their supervisors associated with the service industry in China. This study finds that employees’ exhibition of OCB is positively linked to ego depletion, which in turn (...) drives service sabotage behavior. Furthermore, employees’ PsyCap weakens the effect of OCB on employees’ ego depletion. This study highlights the dark side of OCB, the mechanism through which it causes adverse effects, and the moderating effect of PsyCap. It also provides insights to the organizations for managing service sector employees to effectively interact with customers. (shrink)

Repeated unethical behaviour by consumers is a serious challenge for participants in business transactions, including consumers, retailers, and those responsible for market supervision. Due to the inherent risk of such behaviours, we examine perceived risk to uncover the psychological mechanism by which consumers consider past behaviour (PAB) when deciding to repeat unethical behaviour. We divide perceived risk into two categories, material risk (MAR) and nonmaterial risk (NMR), based on two kinds of ethical evaluation and explore their mediating effects in the (...) process through which PAB influences consumers' intentions to repeat unethical behaviour (CIRUB). We check the moderating effect of consumers' ethical beliefs on the relationship between PAB and CIRUB. We use survey data from four typical ethical scenarios to test the proposed structural relationships. Direct positive effects of PAB on consumers' intentions are observed in all four scenarios. NMR has stable, positive mediating effects in all scenarios. MAR is found to have negative mediating effects in two scenarios (switching price tags and using an expired coupon) and a positive effect in one scenario (copying software). However, no effect is observed in the benefiting from a cashier's mistake scenario. Finally, ethical beliefs are proven to positively moderate the relationship between PAB and consumers' intentions in the first two scenarios, but not the last two. This study also discusses the implications of the findings and offers suggestions for future research. (shrink)

Based on upper echelons, paradox, and social capital theory, this study extends the association of CEO vision articulation and feedback-seeking behavior with firm sustainability by identifying the mediating role of eco-innovation and top management team boundary-spanning behavior as a moderator. By analyzing the data of mid-sized to large Chinese firms using hierarchical regression and bootstrapping-based moderated path analysis, we found that product and process eco-innovation mediates the link between CEO vision articulation and firm sustainability while CEO feedback-seeking behavior enhances firm’s (...) sustainability through product eco-innovation only. Finally, conditional indirect effects show the vital role of TMT boundary-spanning behavior in facilitating CEOs to improve the firm’s long-term sustainability through eco-innovation. (shrink)

Data mining’s primary clustering method has several uses, including gene analysis. A set of unlabeled data is divided into clusters using data features in a clustering study, which is an unsupervised learning problem. Data in a cluster are more comparable to one another than to those in other groups. However, the number of clusters has a direct impact on how well the K-means algorithm performs. In order to find the best solutions for these real-world optimization issues, it is necessary to (...) use techniques that properly explore the search spaces. In this research, an enhancement of K-means clustering is proposed by applying an equilibrium optimization approach. The suggested approach adjusts the number of clusters while simultaneously choosing the best attributes to find the optimal answer. The findings establish the usefulness of the suggested method in comparison to existing algorithms in terms of intra-cluster distances and Rand index based on five datasets. Through the results shown and a comparison of the proposed method with the rest of the traditional methods, it was found that the proposal is better in terms of the internal dimension of the elements within the same cluster, as well as the Rand index. In conclusion, the suggested technique can be successfully employed for data clustering and can offer significant support. (shrink)

_Islamicate Occult Sciences in Theory and Practice_ presents the latest research on Islamic occult sciences from a variety of disciplinary perspectives, namely intellectual history, manuscript studies and material culture.

BackgroundPsychological distress/morbidity is amongst the primary reason for the cause of pain at multiple sites, its progression, and recovery. Though still not very clear if physical pain in the neck or the back may predict psychological morbidities or not. Thus, we investigated the association between combined neck or back pain and psychological distress/morbidity.MethodsA cross-sectional study was conducted in Al-Kharj, Saudi Arabia, including 1,003 individuals. The questionnaire comprised of General Health Questionnaire-12 and some questions about neck and back pain. Data analysis (...) was done using statistical software SPSS version 26.0.ResultsThe results of the multivariate analysis revealed a significant positive association between neck/back pain status and total GHQ score. Having neck/back pain had almost a 2.5 times greater risk of psychological distress/morbidity. Further, females were more likely to have a higher risk of psychological distress/morbidity than males while adjusting for sociodemographic and clinical characteristics.ConclusionThe combination of neck and back pain was significantly associated with the Saudi population’s psychological problems. Therefore, the Saudi government needs to devise high-risk strategies and allocate adequate resources to the cause so that at-risk people can be shielded from the adverse complications arising from this condition in the long run. (shrink)

Web search engines usually keep users’ profiles for multiple purposes, such as result ranking and relevancy, market research, and targeted advertisements. However, user web search history may contain sensitive and private information about the user, such as health condition, personal interests, and affiliations that may infringe users’ privacy since a user’s identity may be exposed and misused by third parties. Numerous techniques are available to address privacy infringement, including Private Information Retrieval protocols that use peer nodes to preserve privacy. Previously, (...) we have proved that PIR protocols are vulnerable to the QuPiD Attack. In this research, we proposed NN-QuPiD Attack, an improved version of QuPiD Attack that uses an Artificial Neural Network based model to associate queries with their original users. The results show that the NN-QuPiD Attack gave 0.512 Recall with the Precision of 0.923, whereas simple QuPiD Attack gave 0.49 Recall with the Precision of 0.934 with the same data. (shrink)

The world’s third largest producer of scientific research, Germany, is the origin of the research university and the independent, extra-university research institute. Its dual-pillar research policy differentiates these organizational forms functionally: universities specialize in advanced research-based teaching; institutes specialize intensely on research. Over the past decades this policy affected each sector differently: while universities suffered a lingering “legitimation crisis,” institutes enjoyed deepening “favored sponsorship”—financial and reputational advantages. Universities led the nation’s reestablishment of scientific prominence among the highly competitive European and (...) global science systems after WWII. But sectoral analysis of contributions to science, technology, engineering, mathematics, and medical and health journal publications finds that Germany’s small to medium-sized independent research institutes have made significant, growing contributions, particularly in publishing in higher impact journals proportionally more than their size. Simultaneously—despite dual-pillar policy implications—the university sector continues to be absolutely and relatively successful; not eclipsed by the institutes. Universities have consistently produced two-thirds of the nation’s publications in the highest quality journals since at least 1980 and have increased publications at a logarithmic rate; higher than the international mean. Indeed, they led Germany into the global mega-science style of production. Contrary to assumed benefits of functional differentiation, our results indicate that relative to their size, each sector has produced approximately similar publication records. While institutes have succeeded, the larger university sector, despite much less funding growth, has remained fundamental to German science production. Considering these findings, we discuss the future utility of the dual-pillar policy. (shrink)

Publication date: 30 November 2016 Source: Author: Wen Lee Ng, Manimangai Mani, Wan Roselezam Wan Yahya While the growing body of research on Tan Twan Eng’s The Gift of Rain focuses on the protagonist, Philip Hutton’s traumatic condition, his Chinese identity, and his ambiguous identity, this study devotes particular attention to the complexity of interactions between various cultures practised by Philip. This study aims to address this gap by applying the concept of transculturalism to analyse the processes of acquiring (...) a foreign culture and incorporating the foreign culture into traditional cultures experienced by Philip. In other words, this study employs the concept of transculturalism to examine multicultural depictions in the novel. Scholars, such as Khan, Tiwari, Sheoran and Tan C. S. who have examined multicultural depictions in various literary texts, have found that multicultural circumstances cause certain ethnic groups to lose their cultures and identities. Hence, the multicultural circumstances depicted are perceived as negative phenomena. However, this study has found that by examining the interactions between various cultures, rather than focusing on the end products such as portrayals of hybridity, the positive sides of multicultural depictions could be revealed. The transculturation process experienced by Philip shows that the new cultural practices he has created are made up of both his traditional cultures and the foreign culture he has acquired. This means that Philip does not totally lose his traditional cultures and identities. Therefore, this study concludes that multicultural depictions in The Gift of Rain could be read positively, provided that the interactions between various cultures, which resulted in the incorporation of a foreign culture into traditional cultures, are examined. (shrink)

Quality assurance in higher education is a hot topic with theincreased number of students graduating from postgraduate programmesoffered by the higher education institutions. This qualitative study aimed tolook at the history and the current status of the quality assurance mechanismsin the Maldives; identify its strengths and weaknesses; and make informedrecommendations. Critical event narrative inquiry was used and data werecollected through interviews and analysis of documents. Content analysis ofdata collected revealed that Maldives was one of the very first countries inthe region (...) to establish such a mechanism and it was very similar to that ofAustralia. The most significant finding was that the body mandated to assurehigher education quality and did not have any power or regulatory authority.Therefore, it is important that the authority be an independent body establishedby an act of parliament with the regulatory power. (shrink)

Background The COVID-19 pandemic has placed an unprecedented burden on nurses who have been at the forefront of patient care. The continuous exposure to suffering, death, and overwhelming demands has the potential to lead to compassion fatigue, a state of emotional, physical, and cognitive exhaustion. Research aim The study aimed to explore and understand the phenomenon of compassion fatigue in nurses as the effect of the COVID-19 pandemic. Research design A constructivist grounded theory design was used. Participants and research context (...) The research data were collected from 20 nurses who had been employed in pandemic clinics in Turkey for a minimum of 6 months. Data were collected using a two-step approach: purposeful sample selection followed by theoretical sample selection. Individual interviews were conducted via an online platform with participants who consented to participate in the study from January 16th to April 28th, 2022. The collected data underwent initial, focused, and theoretical coding for analysis. The research findings were reported following the Consolidated Criteria for Reporting Qualitative Research guidelines. Ethical considerations Ethical approval for the study was received from Non-Interventional Clinical Research Ethics Committee. The study was conducted following the Declaration of Helsinki. Findings The study identified a core category, namely the desire to provide the best care, which was accompanied by five main categories: causes, symptoms, consequences, coping methods, and the benefits of coping methods. Conclusion During the pandemic process, nurses have experienced compassion fatigue due to various factors and have seen its symptoms. Nurses have developed various coping mechanisms individually. However, they have not indicated any institutional-level support. It has become necessary to plan nurse-centered comprehensive interventions that will reduce compassion fatigue. (shrink)

A brain tumor is an abnormal mass or growth of a cell that leads to certain death, and this is still a challenging task in clinical practice. Early and correct diagnosis of this type of cancer is very important for the treatment process. For this reason, this study aimed to develop computer-aided systems for the diagnosis of brain tumors. In this research, we proposed three different end-to-end deep learning approaches for analyzing effects of local and deep features for brain MRI (...) images anomaly detection. The first proposed system is Directional Bit-Planes Deep Autoencoder which extracts and learns local and direction features. The DBP-DAE by decomposition of a local binary pattern into eight bit-planes extracts are directional and inherent local-structure features from the input image and learns robust feature for classification purposes. The second one is a Dilated Separable Residual Convolutional Network which extracts high and low-level features. The main advantage of this approach is that it is robust and shows stable results regardless to size of image database and to solve overfitting problems. To explore the effects of mixture of local and deep extracted feature on accuracy of classification of brain anomaly, a multibranch convolutional neural network approach is proposed. This approach is designed according to combination of DBP-DAE and DSRCN in an end-to-end manner. Extensive experiments conducted based on brain tumor in MRI image public access databases and achieves significant results compared to state-of-the-art algorithms. In addition, we discussed the effectiveness and applicability of CNNs with a variety of different features and architectures for brain abnormalities such as Alzheimer’s. (shrink)

This article offers an analysis, translation, and edition of a brief, recently uncovered Arabic text by the tenth-century CE Christian Aristotelian thinker Yaḥyā ibn ʿAdī. Ibn ʿAdī here takes issue with an argument for the existence of God, widely used in kalām. According to this argument, bodies cannot exist without being either in motion or at rest; motion and rest must begin; therefore all bodies and hence the universe as a whole must have begun. Ibn ʿAdī diagnoses various flaws in (...) this reasoning, including a supposed part–whole fallacy. The analysis of the text shows how it fits into Ibn ʿAdī’s intellectual profile and the project of the Baghdad Aristotelian school. (shrink)

The “lost” Yaḥyā ibn ʿAdī treatises recently discovered in the Tehran codex Marwī 19 include a record of a philosophical debate instigated by the Ḥamdānid prince Sayf-al-Dawla. More precisely, Marwī 19 contains Yaḥyā’s adjudication of a dispute between an unnamed Opponent and Yaḥyā’s younger relative Ibrāhīm ibn ʿAdī (who also served as al-Fārābī’s assistant), along with Ibrāhīm's response to Yaḥyā’s adjudication, and Yaḥyā’s final word. At issue was a problem of Aristotelian exegesis: should “body” be understood as falling under the (...) category of substance or under the category of quantity? The unnamed Opponent argues that body is a species of substance; Ibrāhīm argues that technically speaking, body is a species of quantity, and hence an accident; and Yaḥyā judges that body is a species of substance, though for very different reasons than the Opponent gives. For the first time, the Arabic text of this exchange is edited and translated into English. Also provided is an Introduction that sets the debate in historical context, and discusses in particular the possible influence of John Philoponus. The debate is interesting and important not only because of the philosophical ramifications of the issues under discussion, but because it constitutes evidence of dialectical practice among Arabic-speaking philosophers from the middle of the 10th century. (shrink)