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In the area of machine learning, different techniques are used to train machines and perform different tasks like computer vision, data analysis, natural language processing, and speech recognition. Computer vision is one of the main branches where machine learning and deep learning techniques are being applied. Optical character recognition is the ability of a machine to recognize the character of a language. Pashto is one of the most ancient and historical languages of the world, spoken in Afghanistan and Pakistan. OCR (...) application has been developed for various cursive languages like Urdu, Chinese, and Japanese, but very little work is done for the recognition of the Pashto language. When it comes to handwritten character recognition, it becomes more difficult for OCR to recognize the characters as every handwritten character’s shape is influenced by the writer’s hand motion dynamics. The reason for the lack of research in Pashto handwritten character data as compared to other languages is because there is no benchmark dataset available for experimental purposes. This study focuses on the creation of such a dataset, and then for the evaluation purpose, a machine is trained to correctly recognize unseen Pashto handwritten characters. To achieve this objective, a dataset of 43000 images was created. Three Feed Forward Neural Network models with backpropagation algorithm using different Rectified Linear Unit layer configurations were trained and tested with this dataset. The simulation shows that Model 1 achieved accuracy up to 87.6% on unseen data while Model 2 achieved an accuracy of 81.60% and 3% accuracy, respectively. Similarly, loss was the lowest for Model 1 with 0.15 and 3.17 for training and testing, followed by Model 2 with 0.7 and 4.2 for training and testing, while Model 3 was the last with loss values of 6.4 and 3.69. The precision, recall, and f-measure values of Model 1 were better than those of both Model 2 and Model 3. Based on results, Model 1 is found to be the most efficient as compared to the other two models in terms of accuracy to recognize Pashto handwritten characters. (shrink)

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Este trabajo surge a partir de la investigación general de las técnicas hidropónicas teniendo en cuenta sus ventajas y desventajas para de esta forma poder encontrar aquel factor determinante a través de una comparación de técnicas hidropónicas que permitan clasificarlas y escoger la mejor opción que genere menos impacto ambiental negativo y demuestre ser más productivo en los entornos urbanos. Adicionalmente, un factor determinante en las ciudades es su espacio limitado por lo que la mejor opción también deberá incluir un (...) óptimo manejo del espacio que permita a casi cualquier individuo poder aplicarlos desde su entorno sin recurrir a excesivas modificaciones. Como principal resultado se escogió a la Hidroponía recirculante como método predominante por los excelentes resultados que se obtienen con relación a los demás, adicionalmente, este puede ser fácilmente aplicado en los ambientes urbanos por su versatilidad y buen manejo de recursos. Palabras Clave: Hidroponia, ambiente, urbano, comparativa, técnicas, cultivo. Referencias [1]J. López, «La producción hidropónica de cultivos,» IDESIA, vol. 36, nº 2, pp. 139-141, 2018. [2]J. Lee, A. Rahman, J. Behrens, C. Brennan, B. Ham, H. Seok Kim, C. Won, S. Yun, H. Azam y M. Kwon, «Nutrient removal from hydroponic wastewater by a microbial consortium,» New Biotechnology, vol. 41, pp. 15-24, 2018. [3]H. Ku, C. Tiong, A. Suresh y B. Ong, «“Active” hydroponic greenhouse system to kick-start and augment reforestation program through carbon sequestration e an experimental and theoretical feasibility study,» Journal of Cleaner Production, vol. 129, pp. 637-646, 2016. [4]J. Beltrano y D. Gimenez, Cultivo en hidroponía, Buenos Aires: Universidad de la Plata, 2015. [5]L. Ramírez, M. Pérez, P. Jiménez, H. Giraldo y E. Gómez, «Evaluación preliminar de sistemas acuapónicos e hidropónicos en cama flotante para el cultivo de orégano,» Revista Facultad de Ciencias Básicas, vol. 7, nº 2, pp. 242-259, 2011. [6]S. Hosseinzadeh, D. Testai, M. BKheet y J. De Graeve, «Degradation of root exudates in closed hydroponic systems using UV/H2O2: Kinetic investigation, reaction pathways and cost analysis,» Science of the Total Environment, vol. 1, pp. 1-9, 2019. [7]N. Camarena, A. Rojas y M. Santos, «Fluoride bioaccumulation by hydroponic cultures of camellia,» Chemosphere, vol. 136, pp. 56-62, 2015. [8]W. Wang, Y. Ma, L. Fu, Y. Cui y M. Yaqoob, «Physical an mechanical properties of hydroponic lettuce for automatic harvesting,» Informatión processing in agriculture, vol. 1, pp. 2214-3173, 2020. [9]M. Zárate, Manual de Hidroponia, Coyoacán: Universidad Autónoma de Mexico, 2014. [10]S. Magwaza, L. Magwaza, A. Odindo y C. Buckley, «Partially treated domestic wastewater as a nutrient source for tomatoes grown in a hydroponic system: effect on nutrientabsorption and yield,» Heliyon, vol. 6, nº 12, pp. 2405-8440, 2020. [11]C. ARANO, «Hidroponía: Algunas paginas de historia,» Tecnología de Producción, nº 58, pp. 24-32, 2007. [12]G. Guzmán, Hidroponia en Casa: Una actividad familiar, Costa Rica: Ministerio de Agricultura y ganaderia, 2004. [13]J. Gilsanz, HIDROPONIA, Montevideo : Unidad de Comunicación y Transferencia de Tecnología, 2007. [14]C. Miller, «El debate de hidroponia orgánica: Perspectivas norteamericanas sobre si la producción hidropónica merece ser certificada como orgánica.,» Productores de Hortalizas, nº 6, pp. 36-38, 2017. [15]A. Herrera, «Manejo de la solución nutritiva en la producción de tomate en hidroponía,» Terra Latinoamericana, vol. 17, nº 3, pp. 221-229, 1999. [16]C. Espinal y D. Matulić, «Recirculating Aquaculture Technologies,» Biomedical and Life Sciences, pp. 35-76, 2020. [17]H. Resh, «Técnicas de cultivo con flujo laminar de nutrientes,» de Cultivos Hidroponicos, España, Mundi-Prensa, 2001, pp. 35-37. [18]P. Blanca y L. Teresa, «Sistemas recirculantes y su interés en el cutlivo de ornamentales,» Tecnología de producción, nº 35, pp. 34-36, 2006. [19]C. Magán, «Recirculación de las soluciones nutritivas, Manejo y Control Microbiologico,» InfoAgro, nº 2, pp. 1-2, 2016. [20]S. Goddek, A. Joyce, B. Kotzen y M. Dos-Santos, «Aquaponics and Global Food Challenges,» Aquaponics Food Production Systems. Springer, vol. 1, nº 1, pp. 3-17, 2019. [21]S. G. Verdoliva, D. Gwyn Jones, A. Detheridge y P. Robson, «Controlled comparisons between soil and hydroponic systems reveal increased water use efficiency and higher lycopene and β-carotene contents in hydroponically grown tomatoes,» Scientia Horticulturae, pp. 3002-4238, 2020. [22]A. Chaudhry y V. Mishra, «A Comparative Analysis of Vertical Agriculture Systems in Residential Apartments, » de 2019 Advances in Science and Engineering Technology International Conferences, Dubai, United Arab Emirates, United Arab Emirates, 2019. [23]T. Mazhar, G. Jianmin, L.Imran, S. Kashif, Q. Waqar, S. Sher y C. Jiedong, «Modern plant cultivation technologies in agriculture under controlled nvironment: a review on aeroponics,» Journal of Plant Interactions, vol. 13, nº 1, pp. 338-352, 2012. [24]K. Janiak, A. Jurga, J. Kuźma, W. Breś y M. Muszyński, «Surfactants effect on aeroponics and important mass balances of regenerative life support system – Lettuce case study,» Science of the Total Environment, vol. 718, nº137324, pp. 1-12, 2020. [25]F. Rahman, I. Jahan, R. Biplob, N. Farhin y J.Uddin, «Automated Aeroponics System for Indoor Farming using Arduino,» de 2018 Joint 7th International Conference on Informatics, Electronics & Vision and 2018 2nd International Conference on Imaging, Vision & Pattern Recognition, Kitakyushu, Japan, 2018. [26]M. Caldeyro Stajano, «La Hidroponía Simplificada como Tecnología apropiada, para implementar la Seguridad Alimentaria en la Agricultura Urbana.,» Cuadernos del CEAgro, nº 8, pp. 71-76, 2006. (shrink)

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The Good Regulator Theorem and the Internal Model Principle are sometimes cited as mathematical proofs that an agent needs an internal model of the world in order to have an optimal policy. However, these principles rely on a definition of “internal model" that is far too permissive, applying even to cases of systems that do not use an internal model. As a result, these principles do not provide evidence (let alone a proof) that internal models are necessary. The paper also (...) diagnoses what is missing in the GRT and IMP definitions of internal model, which is that models need to make predictions that represent variables in the target system (and these representations need to be usable by an agent so as to guide behavior). (shrink)

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Many Muslims take the position that religious doubts constitute a serious problem for anyone who regards himself or herself as a Muslim, arguing that such a predicament may even result in apostasy. According to this position, the main problem with a Muslim who harbours religious doubts, a ‘Sceptical Muslim’, is that he or she is culpable for failing to respond appropriately to epistemic certainty about fundamental Islamic doctrine, primarily the existence of God and the Prophethood of Muhammad. I shall argue (...) that, contrary to what many Muslims have asserted, the position of the ‘Sceptical Muslim’ is a viable one in an Islamic context. (shrink)

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The disability viewpoint is the fundamental for understanding social justice in a given population. Disability rights need to be obeyed in the inclusive preparedness and response to all the disasters or during the crisis period including COVID-19 pandemic. COVID-19 pandemic jeopardized the health and rehabilitation services globally. The impact is much more in low resource developing countries like Bangladesh. In general, people with disability (PWD) suffer from multiple medical and rehabilitation complications and they need frequent rehabilitation consultations or hospital admissions (...) in comparison to people without disability. As a developing country, Bangladesh has poor ratios of doctors, nurses and technologists of 1:0.4:0.24 (WHO: 1:3:5) to face the COVID-19 challenge. Rehabilitation services have been disrupted in almost two-thirds (63%) of countries of the world. Even though rehabilitation is the key to recovery following severe illness from COVID-19. There are many concerns and debates about the preparedness, response and mitigation the process of COVID-19 on the part of the national government. According to recent study reports, the lives of about 100% of PWD have been impacted by the COVID-19 pandemic. COVID-19 National Technical Advisory Committee is working for strategic planning, response and mitigation process but omission of a representative of PWD or a rehabilitation physician in the committee has created much dissatisfaction. The difficult COVID-19 testing process due to country wide shutdown of rehabilitation essential services and central pulling of rehabilitation physicians have side lined the PWD inclusiveness. It is expected that the rehabilitation preparedness, response and mitigation of the pandemic should be based on an ethics driven process. (shrink)

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This article discusses ethical guidelines from the viewpoint of the teachings of Islam and, although not ostensibly different, finds parallels in the manner in which ethics could be conceptualised in the context of research in education. It seeks an alignment between ethics from the perspective of being a professional engaged in educational research with a personal significance based on one’s belief, which takes a holistic notion of life. The aims of being ethical researchers seem to be shared in many ways: (...) protection, honesty and integrity. However, there is an added dimension of being accountable to God. The article first locates research within the wider context of Higher Education. Thereafter, to facilitate an understanding of ethics, as viewed from the framework of the Qur’ān, it proceeds to consider the ethical requirements of a university in the West Midlands, England, as a case study to examine the congruence, if any, with some of the ethical teachings of Islam. Based on the preliminary research, this article argues that Muslim researchers in education should be cognisant that their responsibilities are wider. Firstly, they are stewards meaning that the care and well-being of others comes first. Stewardship is both a Biblical and Qur’ānic concept meaning to be guardians. Secondly, by conducting their research in ethical ways, it will mean that they will be performing good deeds. These are meritorious actions rewarded by God. It also clarifies to supervisors and ethics review committees the key principles which might inform the thinking of some researchers from the Muslim community and how their motivations would be ethical. (shrink)

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In a previous work, I argue that traditional Islamic theism's understanding of the world, when juxtaposed with key facts of our world's religious diversity, is implausible. On this understanding, roughly, the truth of tawḥīd (Islamic monotheism) is universally evident, as is belief in its truth. Faithful Muslims act appropriately on knowledge of tawḥīd and are rewarded with heaven, whereas non-Muslims culpably refuse to do so and are eternally punished in hell. Such a view of the world, I argue, is not (...) borne out by empirical observation and philosophical reflection. In a recent article, Ayşenur Ünügür Tabur criticizes this argument, presenting a number of objections to it. In this rejoinder, I argue that her objections, which primarily consist of misstatements and irrelevancies, fail to refute my argument. Since traditional Islamic theism's understanding of the world includes the view that some people will be eternally punished in hell, Tabur augments her discussion of my argument by attempting to solve the Problem of Hell. In my rejoinder to Tabur, I further argue that her proffered solution to this problem is woefully inadequate. (shrink)

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This study examined the influence of ethical leadership on knowledge sharing, the mediating role of psychological ownership, and the moderating effect of professional commitment between ethical leadership and knowledge sharing. Data were collected from 307 public listed Pakistani companies’ employees. Statistical analyses were performed by using SPSS Version 25 and AMOS version 22. The findings indicate a positive relationship between EL and KS behavior. Additionally, the impact of EL on KS was partially mediated by psychological ownership. Furthermore, professional commitment buffers (...) the link between EL and KS. This study contributes to the body of knowledge in the field of leadership by confirming the role of ethics. The results show that ethical leaders develop employee attitudes that contribute to employee KS behavior. Ethical leaders create and encourage a learning culture to enhance organizational performance. This study adds to the little data on the positive impact of EL on listed company’s employees and addresses the gaps in previous studies on the role of EL in changing environments. In addition, professional commitment as a moderator has not been previously investigated with ethical leadership antecedents. (shrink)

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In response to Pascal's famous wager argument for adopting Christian belief, Denis Diderot noted that ‘An Imam could just as well reason this way’. In this article, I will show how Diderot's observation about Pascal's argument can legitimately be made about Alvin Plantinga's Reformed Epistemology (RE) and its use in defending the rationality of Christian belief. Plantinga's RE can, with some minor adjustments, easily be adopted by Muslims. I shall argue that an Islamic analogue of Plantinga's Christian RE presents an (...) undercutting rationality defeater for Christian belief for those reflective Christians who adopt Plantinga-style religious epistemology. I call this defeater the ‘Diderot Objection’ to Plantinga's RE. As part of my discussion, I will consider how Plantinga attempts to respond to this sort of objection and will show why his response runs into difficulties. (shrink)

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This study examines the process of knowledge transfer between a pair of social enterprises, organizations that are embedded in competing social and economic logics. Drawing on a longitudinal case study of the interaction between social enterprises operating in emerging economy settings, it uncovers factors which influence the transfer of a social innovation from a dense, population-rich setting to one where beneficiaries are geographically dispersed and the costs of service delivery are correspondingly elevated. Evidence from the case study suggests that institutional (...) bricolage—the crafting of improvised solutions in resource-constrained settings—can serve as potent driving force in driving innovation transfer, and that this process of re-combining available resources may be facilitated by the extent to which the values between partner social enterprises are aligned. With such alignment, social enterprise partners may be able to increase trust, develop a smoother knowledge-transfer process, and find practical solutions which facilitate the transfer of life-enhancing social innovations to neglected rural settings. (shrink)

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In this study, we examine the equity premium of seventeen nonfinancial sectors covering sample 306 firms using monthly data from January 2002 to December 2018. Two-stage least square method is applied to estimate the macro-based multifactor model. It is found that the market premium and the interest rate factors are significantly affecting the industry equity premium of all the nonfinancial sectors. However, there exists a positive effect of other macroeconomic variables such as money supply, foreign direct investment, and industrial production (...) which is different for the different sectors based on its nature of product and services they offered. The industries based on their product development which are linked to particular macroeconomic variables have more effect than others such as increase in money supply which cannot increase the sale of pharmaceutical products until needed. Similarly, an interesting insight reveals that industries producing seasonal goods, e.g., food producing, are not very much affected by macroeconomic variables but the change in seasons and similar results also revealed for tobacco industry. (shrink)

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Bowel necrosis is a commonly observed condition in elderly patients with longstanding diabetes. In such condition, intestinal resection is usually performed for the removal of the gangrenous part. Post-surgical dietary management after bowel resection poses several challenges for the health care team. The case presented in this study is that of an elderly diabetic male who developed acute renal failure as a result of neglect in post-surgical feeding after intestinal resection. After the intervention by a trained dietitian, a transitional diet (...) was planned and successfully executed, resulting in reversal of acute renal failure, dehydration, and post-surgical stress. Several complications including hepatic dysfunction and mouth ulcers were resolved through well-planned transitional diet. The patient was finally discharged in a stable health condition and was regularly followed up for any nutritional or medical issues. Neglects in nutritional care of patients can have severe implications including development of medical complications, resulting in increased length of hospital stay, augmenting the disease stress of the patient and family, and finally the preventable drainage of several human and monetary resources. Therefore, recognition of nutritional intervention as an important part of in-hospital health care may have social as well as economic impacts. (shrink)

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This paper is about human rights and policing in Bangladesh, with special focus on the role of National Human Rights Commission. The protection and promotion of human rights in Bangladesh has become difficult as the law enforcement agencies, particularly the police and the Rapid Action Battalion, are involved in human rights violations. An overall culture of impunity for human rights violations exists in Bangladesh. The National Human Rights Commission appears to have failed to break the culture of impunity in Bangladeshi (...) politics. This paper explains the reasons why the National Human Rights Commission in Bangladesh largely fails to make the political system in particular law enforcement agencies accountable. (shrink)

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Three inevitable realities instigate this study. Primarily, the goal of security in the region will most likely be accomplished just if as a minimum some level of cooperation is achieved between the major countries of the region. Second, Afghanistan cannot advance economically or enhance its security and administration independently without some cooperation from India and Pakistan. Third, although many strategists view the idea of Pak-India cooperation with distrust, there are many common grounds where both can gain considerable security, governance, and (...) economic advantages. Most of the existing studies are focused on the assumptions that how peace in the region will come. First view is about involvement of USA and European countries on one side and stake holders in Afghanistan on the other. Some believe in a trilateral pattern i.e. Western World, Afghan stake holders and Pakistan. Many also highlight the importance of support from neighboring countries like Iran, the Central Asian Republics, and China. This study highlights the significance of a trilateral solution in Afghanistan and the steps forward from this particular aspect. The possible answer to security dilemma of Pakistan in the context of Afghanistan is a solution within the region. (shrink)

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U ovom ću članku razmotriti Aristotelov protreptički argument za nužnost filozofije kako ga je postavio Al-Kindi. Pokazat ću kako muslimanski kritičar filozofije, prvenstveno onaj koji je usklađen s teološkim stajalištima Ibn Hanbala, može s razlogom odbaciti protreptički argument kako ga predstavlja Al-Kindi. Međutim, argument se može preraditi na način da se zaobiđu uobičajene kritike koje iznose protivnici filozofije u stilu Hanbalīja. Dapače, tvrdit ću da je njegova ispravnost neupitna jednom kad se argument pravilno razjasni s obzirom na to kako se (...) treba shvatiti 'filozofiju'. Na kraju ću ukratko raspravljati o tome zašto muslimanski kritičari filozofije ne moraju smatrati protreptički argument problematičnim, budući da neizbježnost filozofije ne zahtijeva privrženost svim vrstama filozofskih pozicija, koliko god one bile problematične za islamsku doktrinu. (shrink)

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Young academics have been facing a problem of high turnover rate due to missing links between the institutions’ policies and the performance. This study explores the effect of job embeddedness and community embeddedness on creative work performance and intentions to leave of young teaching staff in academic institutions in Pakistan. In this study, 300 qualified young academics from public and private universities were selected as subjects and asked to complete a questionnaire. Data were collected via mail-survey. A variance-based structural equation (...) model is employed to measure the path model. The results show that the fit-dimension of organizational- and community-embeddedness, along with the moderating effect of organization size and the availability of nearby alternative jobs have a significant impact on improving perceived creative performance and reducing staff turnover intentions. This study suggests that organizations should focus on organizational-fit and community-fit constructs in their nurturing strategies to embed young teachers in their academic institutions. This study also suggests that monetary rewards only are relatively ineffective to improve retention. Hence, public and private sector universities should facilitate meaningful contributions from young teachers in creative work and provide opportunities for social interactions and personal development. (shrink)

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ABSTRACT The discourse on honesty and dishonesty in academic work has seen considerable growth over the past two decades. This study empirically analyses the shifts in the literature over the past two decades in the research focus and most prolific authors, institutions, countries, and journals. A broad list of terms was employed from the Glossary of Academic Integrity to shortlist journal articles (n = 782) from Scopus. A bibliometric analysis was conducted for each decade and the results were compared. Research (...) outputs and number of clusters were over two-fold in the second compared to the first decade indicating an increase in volume and complexity. The study found a continued focus on plagiarism and academic misconduct research, though academic integrity and contract cheating emerged in the second decade. Shifts were evident in the output signifying a diversification of the research base and perspectives. Further research and action are needed to develop integrity as the broadest defense against dishonesty in all spheres of academia. (shrink)

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Önceki semavi kitapların tahrifi, Kur’an’ın mevsûkiyeti konusunda Müslümanları daha hassas davranma psikolojisine sevk etmiştir. Kur’an’ın Hz. Peygamber tarafından yazdırılması ve sahabeler tarafından ezberlenilmesi ve sonraki süreçlerde; korunması, doğru okunması, lafızlarının muhafazası ve Mushaf üzerine yapılan ve yine sahih okumaya yönelik tasarrufların hepsi önemli addedilmiştir. Kur’an’ın cem’i, istinsahı, noktalama ve harekeleme işlemleri, yaşanmakta olan sosyal, kültürel ve ilmî sürecin bir gereği olarak ihtiyaca mebni gayretler olduğu görülmektedir. Bu çalışmada, Kur’an’ın noktalanması ve harekelenmesi; tarihi seyri, sosyo-kültürel, ilmî ve siyasi saikleri ile ele (...) alınmıştır. Ayrıca ehl-i ilim olmayanların nakt ve i’cam olmadan Kur’an’ın okumasının imkânı meselesi örnekler vermek suretiyle değerlendirilmiş ve Dânî’nin bu konu üzerine yazmış olduğu başyapıtlardan sayılabilecek üç eseri bu bağlamda tanıtılmıştır. Bu araştırmada, Hz. Peygamber tarafından noktalama ve harekeleme yapılmadığı halde ümmet-i Muhammed’in böyle bir tasarrufa gitmesinin tahrif değil, Kur’an’ın doğru ve sahih/kolay okunmasına bir hizmet olduğu zımnen ortaya konulmaya çalışılmıştır. (shrink)

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Despite the fact that Islam is one of the major religions, the frameworks of this faith are yet to be fully understood. As a consequence, it is being confused with activities contrary to its teachings. Islam has an elaborate treatment for almost every aspect of life including the affairs of business. Business is an acceptable and dignified occupation, which has to be conducted within the given frameworks. Islam encourages the creation, acquisition and consumption of wealth, and the fulfilling of certain (...) conditions in so doing. Wealth is held in trust as a gift from God. The terms of reference of this trust are to be complied with. Ethical principles do play a major role in shaping the behavior of a Muslim, in or out of business. In an era of globalization, the need for a better understanding of the premises of Islamic faith cannot be overemphasized. (shrink)

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Over the past several years, the study of self-related cognition has garnered increasing interest amongst psychologists and cognitive neuroscientists. Concomitantly, lesion and neuroimaging studies have demonstrated the importance of intact cortico-cortical and cortico-subcortical connections for supporting high-level cognitive functions. Commissurotomy or “split-brain” patients provide unique insights into the role of the cerebral commissures in maintaining an individual’s sense of self, as well as into the unique self-representation capabilities of each cerebral hemisphere. Here we review empirical work examining the integrity of (...) self-related processes in patients with various disconnection syndromes, focusing on studies of self-recognition, ownership, and agency. Taken together, this body of work suggests that an intact corpus callosum enabling interhemispheric transfer is necessary for some, but not all types of self-representations. (shrink)

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This paper demonstrates the political perspective of corporate social responsibility disclosures and, drawing on Weber’s notion of traditionalism, seeks to explain what motivates companies to make such disclosures in a traditional setting. Annual reports of 23 banking companies in Bangladesh are analysed over the period 2009–2012. This is supplemented by a review of documentary evidence on the political and social activities of corporations and reports published in national and international newspapers. We found that, in the banking companies over the period (...) of study, apparently neutral, corporate, philanthropic activities disclosed and promoted in CSR reports are inextricably linked to powerful leaders’ personal projects and the ruling party’s agendas. We have demonstrated elements of traditional societies, including personal loyalty and the public display of loyalty, the master–servant relationship, and obedience to personal rather than formal authority, provide an understanding of why banks have employed politically charged CSR disclosure strategies. The paper contributes to disclosure studies where political motivations of corporate disclosure rarely discussed. The paper extends the debate on political CSR by demonstrating that the role of family and familial values at the organisational and national levels may be much more important when it comes to CSR disclosure and activities. (shrink)

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In this research, we advance the behavioral ethics literature by explaining the underlying mechanism and conditions under which employee creativity relates to unethical pro-organizational behavior (UPB). Grounded in the self-interest motivation perspective of UPB and drawing from self-enhancement theory, we propose that employee creativity fosters psychological entitlement, which, in turn, motivates UPB. Furthermore, we propose that symmetrical internal communication (SIC) acts as a key contextual factor that moderates the mediating effect of psychological entitlement in the creativity–UPB relationship. Results from two (...) field studies involving supervisor–employee dyads provide empirical support for our hypothesized model. Overall, our research not only contributes to the literature on UPB antecedents but also offers a novel counterproductive perspective on SIC. We discuss the theoretical and practical implications of our findings and offer interesting directions for future research. (shrink)

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The relationship between psychology and mysticism has gained a great deal of currency over the years. Various psychological models have provided theoretical foundations allowing the researchers to grasp profound varieties and nuances in mystical experiences across cultures and religious traditions. This has, in fact, broadened the canvass for mystical studies. The current paper attempts to carry out a psychological analysis of mystical experience of a character named Kimya in Muriel Maufroy’s novel “Rumi’s Daughter”. The study carries out an analysis of (...) how the mystic’s experience of the Divine can be translated in terms of a psychological process of personality disintegration initiated by a conflict, deconstruction of preconceived notions and beliefs and ultimately leading towards secondary integration of personality. Kazimierz Dabrowski’s theory of positive disintegration is employed as a framework to analyse her spiritual encounter. Through a minute textual analysis of the novel, the research reveals certain parallels between the process of personality development and mystical experience. It confirms the contention that the culmination of mystical union underlies psychological wellbeing and serenity on the part of mystic. The study also shows that mystics are those rare individuals who are capable of reaching the final level of personality development characterised by self-autonomy and higher level of consciousness. (shrink)

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How is the burden of proof to be distributed among individuals who are involved in resolving a particular issue? Under what conditions should the burden of proof be distributed unevenly? We distinguish attitudinal from dialectical burdens and argue that these questions should be answered differently, depending on which is in play. One has an attitudinal burden with respect to some proposition when one is required to possess sufficient evidence for it. One has a dialectical burden with respect to some proposition (...) when one is required to provide supporting arguments for it as part of a deliberative process. We show that the attitudinal burden with respect to certain propositions is unevenly distributed in some deliberative contexts, but in all of these contexts, establishing the degree of support for the proposition is merely a means to some other deliberative end, such as action guidance, or persuasion. By contrast, uneven distributions of the dialectical burden regularly further the aims of deliberation, even in contexts where the quest for truth is the sole deliberative aim, rather than merely a means to some different deliberative end. We argue that our distinction between these two burdens resolves puzzles about unevenness that have been raised in the literature. (shrink)

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This study adapts the theory of reasoned action (Ajzen and Fishbein, 1980) to the behavior of fraudulent reporting on financial statements so as to examine the effects of moral reasoning and self-monitoring on intention to report fraudulently, using structural equation modeling. The paper seeks to investigate two of the red flags for financial statement fraud identified in Loebbecke et al.'s (1989) paper: client management displays a significant lack of moral fiber and client personnel exhibit strong personality anomalies. As expected, high (...) moral reasoners are more influenced than low moral reasoners by their own attitude towards the behavior. Contrary to prior research, low self-monitors are found to be more influenced than high self-monitors by subjective norms. Future research is recommended to investigate the counter-intuitive results for self-monitors, to consider the implications of group decision making as regards the promulgation of fraudulent financial statements, and to examine additional red flags for financial statement fraud. (shrink)

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J.L. Schellenberg’s Argument from Divine Hiddenness maintains that if a perfectly loving God exists, then there is no non-resistant non-belief. Given that such nonbelief exists, however, it follows that there is no perfectly loving God. To support the conditional claim, Schellenberg presents conceptual and analogical considerations, which we subject to critical scrutiny. We also evaluate Schellenberg’s claim that the belief that God exists is logically necessary for entering into a relationship with the Divine. Finally, we turn to possible variants of (...) Schellenberg’s case, and argue that the modifications necessary to accommodate our criticismas leave those variants with much less of a sting than originally suggested by his provocative formulation. (shrink)

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In this paper, we presented antoher concept of neutrosophic open sets called neutrosophic semi-α-open sets and studied their fundamental poperties in neutrosophic topological spaces. We also present neutrospohic semi-α-interior and neutrosophic semi-α-closure and study some of their fundamental properties.

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This study aims to identify artificial intelligence (AI) technologies that are applied in climate-smart agricultural practices and address ethical concerns of deploying those technologies from legal perspectives. As climate-smart agricultural AI, the study considers those AI-based technologies that are used for precision agriculture, monitoring peat lands, deforestation tracking, and improved forest management. The study utilized a systematic literature review approach to identify and analyze AI technologies employed in climate-smart agriculture and associated ethical and legal concerns. The study findings indicate several (...) ethical concerns for deploying AI in climate-smart agricultural practices pertaining to data inaccuracy, other technical errors based on wrong recommendations or wrongful acts, data ownership and intellectual property issues, and economic issues resulting in digital division and privacy and security related issues. In this study, the ethical concerns were further examined based on criminal law, tort law, privacy and data protection law, and intellectual property law. In this regard, the study finds that the current tort law pattern is more suitable than the criminal law pattern to address some major ethical concerns, such as data inaccuracy and other technical errors based on wrong recommendations or wrongful acts. Finally, the study recommends that at the global level, all countries need to fill up the current gap of international law on climate-smart agriculture through agreeing on a standard set of legal provisions and enhancing collaboration in innovation and deployment of climate-smart agricultural AI. It further recommends that at the local level, countries need to adopt suitable regulations addressing multi-stakeholders’ interests associated with the deployment of climate-smart agricultural AIs. (shrink)

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In this paper, I give an account and critique of what I call ‘Traditional Islamic Exclusivism’ – a specific Islamic interpretation of religious exclusivism. This Islamic version of religious exclusivism rests on exclusivist attitudes towards truth, epistemic justification and salvation. After giving an account of Traditional Islamic Exclusivism by explaining its theological roots in the Qur’an and ahadith, I proceed to critique it. I do so by arguing that Islamic epistemic exclusivism, which forms the main core of Traditional Islamic Exclusivism, (...) is implausible. This criticism subsequently opens up further lines of criticism and discussion of both salvific and alethic exclusivism in an Islamic context. I conclude with some remarks about the implications and significance of my criticisms of Traditional Islamic Exclusivism. (shrink)

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This cross-sectional study investigated the efficacy of an extended theory of planned behavior in predicting academic dishonesty among students of higher education. The participants comprised 328 undergraduates drawn from Nigerian and Malaysian public universities. Existing measures were adapted and validated using Cronbach’s alpha statistics and confirmatory factor analysis approach. The fit statistics of the extended model (χ2/df = 2.08, CFI =.926, and RMSEA =.057) were adequate. Findings revealed that academic dishonesty, especially cheating, was common in the sampled population. The key (...) psychological factors contributing to this problem were positive attitude towards the conducts, lack of strict sanctions against the conducts, and a perceived self-confidence of some students to cheat successfully. Another strong factor was the belief that intellectual material is “public property.” The modified model was not gender-bias, suggesting that the underpinning factors were similar irrespective of the gender-type of the students. Hence, a unified, non-gender discriminating approach will be effective in planned actions towards reversing the trend. (shrink)

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This paper aims to introduce a robust framework for forecasting demand, including data preprocessing, data transformation and standardization, feature selection, cross-validation, and regression ensemble framework. Bagging ), boosting and extreme gradient boosting regression ), and stacking are employed as ensemble models. Different machine learning approaches, including support vector regression, extreme learning machine, and multilayer perceptron neural network, are adopted as reference models. In order to maximize the determination coefficient value and reduce the root mean square error, hyperparameters are set using (...) the grid search method. Using a steel industry dataset, all tests are carried out under identical experimental conditions. In this context, STACK1 and STACK2 models provided better performance than other models. The highest accuracies of R2 of 0.97 and 0.97 are obtained using STACK1 and STACK2, respectively. Moreover, the rank according to performances is STACK1, STACK2, XGBR, GBR, RFR, MLP, ELM, and SVR. As it improves the performance of models and reduces the risk of decision-making, the ensemble method can be used to forecast the demand in a steel industry one month ahead. (shrink)

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To assess the ability of the disconnected cerebral hemispheres to recognize images of the self, a split-brain patient was tested using morphed self-face images presented to one visual hemifield at a time while making “self/other” judgments. The performance of the right and left hemispheres of this patient as assessed by a signal detection method was not significantly different, though a measure of bias did reveal hemispheric differences. The right and left hemispheres of this patient independently and equally possessed the ability (...) to self-recognize, but only the right hemisphere could successfully recognize familiar others. This supports a modular concept of self-recognition and other-recognition, separately present in each cerebral hemisphere. (shrink)

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This study concerned validating academic integrity survey, a measure developed in 2010 to investigate academic integrity practices in a Malaysian university. It also examined the usefulness of the measure across gender and nationality of the participants. The sample size comprised 450 students selected via quota sampling technique. The findings supported the multidimensionality of academic dishonesty. Also, strong evidence of convergent and discriminant validity, and construct reliability were generated for the revised AIS. The testing of moderating effects yielded two outcomes. While (...) the gender invariant analysis produced evidence that the three-dimensional model was not moderated by gender; the nationality effect was inconclusive, probably due to a noticeable imbalance in respondent distribution for the nationality group. The significance of this study lies not only in the rigorous statistical methods deployed to validate the dimension and psychometric properties of the AIS; but establishing the gender invariance of the model. It is understood from the findings that although male and female students may vary in their academic misconducts, the underlying factors for these conducts are the same and can be addressed effectively using a non-discriminating approach. (shrink)

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The Sustainable Development Goal of the United Nations related to reduced inequalities calls for greater economic inclusion of the poor. Yet, how business leaders grant economic opportunities and development to the poor is significantly under-researched. Extending burgeoning responsible leadership theory that promotes paradox-savvy leadership for building inclusive ventures through various actors, this study introduces new concepts of inclusive leadership that foster the economic inclusion of the poor from Amartya Sen’s capability approach perspective. By studying how leaders include the poor in (...) social businesses, we provide a fresh perspective of inclusive leadership as a personalized empowering cycle of economic–social–economic inclusion to close the gaps between the rich and poor in business and society. This perspective provides new territories of diversity and inclusion research for reduced inequality. (shrink)

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Islam as a religion and a way of life guides millions of people around the world and has a significant impact on worldly affairs. To many Muslims, however, a philosophical understanding or assessment of Islamic belief is seen as a feeble and religiously inappropriate attempt to understand matters that are beyond rational comprehension. Islam: A Contemporary Philosophical Investigation explores this issue in detail, by guiding readers through a careful study of the relationship between faith and reason in Islam. In particular, (...) it pays close attention to religious objections to philosophizing about Islam, arguments for and against Islamic belief, and the rationality of Islamic belief in light of contemporary philosophical issues, such as problems of religious diversity, evil and religious doubt. (shrink)

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This article provides an introduction to plagiarism and the numerous negative aspects associated with it. Some examples from history have also been provided along with their outcomes. There are different types of plagiarism with varying legal and social aspects. The taxonomy of plagiarism is built by classifying it, with respect to the method involved in plagiarism, the form in which it happens or the intention of the plagiarist. The strategies suggested in the literature to avoid plagiarism are organized into individual (...) and organizational levels. Individuals can adopt strategies to build habits of avoiding plagiarism and focus on their original and innovative way of thinking. Similarly, institutions can make policies to cope with plagiarism and hence maintain their reputation. In this paper, the focus is not on mentioning the plagiarism detection methods; rather we believe that building awareness in the people about plagiarism outcomes is more important than teaching them about the different methodologies used for detection. Some students avoid plagiarism detection as if playing a game and it can be only avoided by educating them in ethics. (shrink)

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Traditional Islamic theism gives us a certain picture of the world, in which the concepts of belief, providence and eschatology are involved. According to the traditional picture, belief in God is a universal phenomenon. This is because God has providentially arranged the world in such a manner that the signs of God are everywhere and which lead to knowledge of His existence. And, because the world is ‘providentially unambiguous’, those who do not have faith in God are culpable for their (...) lack of it, and therefore deserve eternal punishment in hell. In this paper, I argue that this traditional picture is simply false, or at the very least seriously contestable. I also explore the implications of my argument for those who might be interested in assessing the viability of some form of (Islamic) ‘revisionary theism’, in which the concepts of belief, providence and eschatology feature. (shrink)

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