Autism spectrum disorder is an inherited long-living and neurological disorder that starts in the early age of childhood with complicated causes. Autism spectrum disorder can lead to mental disorders such as anxiety, miscommunication, and limited repetitive interest. If the autism spectrum disorder is detected in the early childhood, it will be very beneficial for children to enhance their mental health level. In this study, different machine and deep learning algorithms were applied to classify the severity of autism spectrum disorder. Moreover, (...) different optimization techniques were employed to enhance the performance. The deep neural network performed better when compared with other approaches. (shrink)

Customers are skeptical about shopping online because e-commerce environments are typically considered impersonal. To assure product quality and to enhance customer proclivity in such environments, post-sale services may be considered to alleviate customers’ skepticism. Therefore, this study’s objective is to investigate the role of an online retailer’s post-sale services on customers’ attitudinal and behavioral aspects. Structural equation modeling is applied to data collected through an online survey answered by 409 online customers of jd.com. Research findings show that product return, exchange, (...) and maintenance services are strongly predictive of online customer satisfaction, and satisfaction significantly impacts customer trust. Both customer satisfaction and trust, as indicators of relationship quality, further mediate the links between product return, exchange, and maintenance services and online customer repurchase intention. In addition, differences between male and female customers were found in various aspects of online retailers’ product return, exchange, and maintenance services. This is the first empirical study that not only examines the influence of all three dimensions of online retailers’ post-sale services on customers’ online shopping perceptions and decisions, but also considers differences between male and female customers. Finally, this research provides theoretical and managerial implications based on conceptual and empirical evidence. (shrink)

Caricatures can help to understand the perception of a face. The prominent facial feature of a subject can be exaggerated, so the subject can be easily identified by humans. Recently, significant progress has been made to face detection and recognition from images. However, the matching of caricature with photographs is a difficult task. This is due to exaggerated features, representation of modalities, and different styles adopted by artists. This study proposed a cross-domain qualitative feature-based approach to match caricature with a (...) mugshot. The proposed approach uses Haar-like features for the detection of the face and other facial attributes. A point distribution measure is used to locate the exaggerated features. Furthermore, the ratio between different facial features was computed using different vertical and horizontal distances. These ratios were used to calculate the difference vector which is used as input to different machine and deep learning models. In order to attain better performance, stratified k-fold cross-validation with hyperparameter tuning is used. Convolution neural network-based implementation outperformed the machine learning-based models. (shrink)

The correlation coefficient between two variables plays an important role in statistics. Also, the accuracy of relevance assessment depends on information from a set of discourses. The data collected from numerous statistical studies are full of exceptions. The Pythagorean fuzzy hypersoft set is a parameterized family that deals with the subattributes of the parameters and an appropriate extension of the Pythagorean fuzzy soft set. It is also the generalization of the intuitionistic fuzzy hypersoft set, which is used to accurately assess (...) insufficiency, anxiety, and uncertainties in decision-making. The PFHSS can accommodate more uncertainties compared to the IFHSS, and it is the most substantial methodology to describe fuzzy information in the decision-making process. The core objective of the this study is to develop the notion and features of the correlation coefficient and the weighted correlation coefficient for PFHSS and to introduce the aggregation operators such as Pythagorean fuzzy hypersoft weighted average and Pythagorean fuzzy hypersoft weighted geometric operators under the PFHSS scenario. A prioritization technique for order preference by similarity to the ideal solution under PFHSS based on correlation coefficients and weighted correlation coefficients is presented. Through the developed methodology, a technique for solving multiattribute group decision-making problem is planned. Also, the importance of the developed methodology and its application in indicating multipurpose antivirus mask throughout the COVID-19 pandemic period is presented. A brief comparative analysis is described with the advantages, effectiveness, and flexibility of numerous existing studies that demonstrate the effectiveness of the proposed method. (shrink)

In this paper, we utilized triangular conorms. The essence of using S-norm is that the similarity order does not change using different norms. In fact, we are investigating for a new conception for calculating the similarity of two Fermatean fuzzy sets. For this purpose, utilizing an S-norm, we first present a formula for calculating the similarity of two Fermatean fuzzy values, so that they are truthful in similarity properties. Following that, we generalize a formula for calculating the similarity of the (...) two Fermatean fuzzy sets which prove truthful in similarity conditions. Finally, various numerical examples have been presented to elaborate this method. (shrink)

Graph theory is one of those subjects that is a vital part of the digital world. It is used to monitor the movement of robots on a network, to debug computer networks, to develop algorithms, and to analyze the structural properties of chemical structures, among other things. It is also useful in airplane scheduling and the study of diffusion mechanisms. The parameters computed in this article are very useful in pattern recognition and image processing. A number d f, w = (...) min d w, t, d w, s is referred as distance between f = t s an edge and w a vertex. d w, f 1 ≠ d w, f 2 implies that two edges f 1, f 2 ∈ E are resolved by node w ∈ V. A set of nodes A is referred to as an edge metric generator if every two links/edges of Γ are resolved by some nodes of A and least cardinality of such sets is termed as edge metric dimension, e dim Γ for a graph Γ. A set B of some nodes of Γ is a mixed metric generator if any two members of V ∪ E are resolved by some members of B. Such a set B with least cardinality is termed as mixed metric dimension, m dim Γ. In this paper, the metric dimension, edge metric dimension, and mixed metric dimension of dragon graph T n, m, line graph of dragon graph L T n, m, paraline graph of dragon graph L S T n, m, and line graph of line graph of dragon graph L L T n, m have been computed. It is shown that these parameters are constant, and a comparative analysis is also given for the said families of graphs. (shrink)

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)

During the COVID-19 outbreak, educational institutions were closed, and students worldwide were confined to their homes. In an educational environment, students depend on collaborative learning to improve their learning performance. This study aimed to increase the understanding of social media adoption among students during the COVID-19 pandemic for the purpose of CL. Social media provides a learning platform that enables students to easily communicate with their peers and subject specialists, and is conducive to students' CL. This study addresses the key (...) concept of CL during the COVID-19 pandemic by assessing social media use among students in higher education. The relationship between social media use and students' performance is crucial to understanding the role of social media during a pandemic. This study is based on constructivism theory and the technology acceptance model. Structural equation modeling was used to analyze the conceptual model using SmartPLS. The research findings indicate that social media plays an important role during the pandemic because it provides opportunities for students to enhance CL under the aforementioned situations. This study makes noteworthy theoretical and practical contributions. (shrink)

In this article, ethylene glycol + waterbased Maxwell nanofluid with radiation and Soret effects within two parallel plates has been investigated. The problem is formulated in the form of partial differential equations. The dimensionless governing equations for concentration, energy, and momentum are generalized by the fractional molecular diffusion, thermal flux, and shear stress defined by the Caputo–Fabrizio time fractional derivatives. The solutions of the problems are obtained via Laplace inversion numerical algorithm, namely, Stehfest’s. Nanoparticles of silver are suspended in a (...) mixture of EG + water to have a nanofluid. It is observed that the thermal conductivity of fluid is enhanced by increasing the values of time and volume fraction. The temperature and velocity of water-silver nanofluid are higher than those of ethylene glycol + water -silver nanofluid. The results are discussed at 2% of volume fraction. The results justified the thermo-physical characteristics of base fluids and nanoparticles shown in the tables. The effects of major physical parameters are illustrated graphically and discussed in detail. (shrink)

Transformational leadership impacts on project and organizational success are well established. However, many underlying factors that make TFL effective are still missing. Therefore, we formulated hypotheses and tested the mediating role of trust and job satisfaction in linking TFL to project success. A time-lagged methodology was used to collect quantitative data using a structured questionnaire from 326 project manager-team member dyads working in Pakistan’s public sector. Our results showed that TS, JS, and TFL significantly impacted project success. Moreover, we found (...) that TS and JS mediate the relationship between TFL and PS. These findings highlight the importance of trust and job satisfaction as mechanisms that translate TFL into the success of projects for organizations. (shrink)

The purpose of this research is to highlight the relationship between green product attributes and consumer trust that influence consumers’ decision to purchase green products in the context of Pakistan. This study contributes to determining quantitatively how green product attributes such as physical, perceptual, and reflexive attributes influence consumers’ trust to purchase a green product and investigates the mediating role of green marketing. Data was collected from different industrial sectors through a survey questionnaire. We employed Structural Equation Modeling using the (...) SMART-PLS software to check the reliability and validity of the constructs, and to test the hypotheses. This study reveals variations in terms of shaping the sustainable consumers’ buying behavior by modifying product attributes and green marketing strategies that are in congruence with the proposed hypotheses of this study. In the end, the findings and interpretations of the results are given which can guide the managers to develop effective green marketing campaigns in reshaping the purchase intentions of consumers toward their green products. (shrink)

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)

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)

Drawing on social cognitive theory, this study extends our understanding of the relationship between ethical leadership and employee work engagement, by exploring self-efficacy as an important mediating variable. In addition, we propose that the quality of LMX moderates the relationships such that the direct and indirect relationships between ethical leadership, self-efficacy, and work engagement are stronger when the quality of LMX is high. Data collected in two-waves from 373 respondents working in different manufacturing organizations of Pakistan supported our hypothesized theoretical (...) model. Theoretical and practical implications are discussed. (shrink)

Let G = V G, E G be a molecular graph, where V G and E G are the sets of vertices and edges. A topological index of a molecular graph is a numerical quantity which helps to predict the chemical/physical properties of the molecules. The Wiener, Wiener polarity, and the terminal Wiener indices are the distance-based topological indices. In this paper, we described a linear time algorithm that computes the Wiener index for acyclic graphs and extended this algorithm for (...) unicyclic graphs. The same algorithms are modified to compute the terminal Wiener index and the Wiener polarity index. All these algorithms compute the indices in time O n. (shrink)

Prior research has consistently established the pragmatic nature of literature regarding occupational injuries and accidental happenings faced by nursing professionals. However, current realities require a subjective approach to identify preventative measures that could influence occupational health and safety in healthcare sectors. A qualitative design followed a descriptive approach to assess unbiased opinions towards occupational obstructions that lead to accidental happenings. This study used the social capital framework in particular as a support resource to eliminate its detrimental effects on nurse's capacity (...) to serve their patients. The findings extended the fundamental understanding of social capital from social ties to workplace and personal ties as potential mechanisms of support. Healthcare organizations need to redefine their control policies to provide the ultimate support to their care agents. A social capital model offers nursing practitioners and nursing managers an approach for building evidence‐based policies with implications for nurse's safety, education and training. (shrink)

Given the dearth of research examining the distinctions across various facets of employee knowledge-hiding (KH) behaviors, there is little known about why and when leadership negatively influences playing dumb and evasive hiding but positively influences rationalized hiding. The present study fills this void by hypothesizing that employee justice orientation (JO) acts as a mediator of the associations of ethical leadership (EL) with different facets of employee KH behaviors. We also propose employee conscientiousness moderates the relationship of EL with JO and (...) the indirect relationships of ethical leadership with distinct variants of employee KH behaviors. The results based on time-lagged data from 387 employees provide support for the hypothesized relationships. Together, our research provides a more nuanced account of the influence of leadership on employee KH behaviors that can facilitate the development of more appropriate interventions to deal with the intricate problems related to employee KH behaviors. (shrink)

A topological index can be focused on uprising of a chemical structure into a real number. The degree-based topological indices have an active place among all topological indices. These topological descriptors intentionally associate certain physicochemical assets of the corresponding chemical compounds. Graph theory plays a very useful role in such type of research directions. The hex-derived networks have vast applications in computer science, physical sciences, and medical science, and these networks are constructed by hexagonal mesh networks. In this paper, we (...) determined the exact values of vertex-edge-degree-based topological descriptors for hex-derived networks HDN 1 p and HDN 2 p, which are generated by the hexagonal network of dimension p. (shrink)

Differential leadership as a localized leadership style gradually developed on the basis of the Pattern of Differential Sequence. It plays a dual role in stimulating “insider subordinates” and “outsider subordinates” through the dynamic transformation of the roles. Using the process of game reasoning, the study identifies the differing principles used by insider subordinates and outsider subordinates in implementing deviant innovative behaviors. The simulation graph presents the perceived benefits of employees performing or not performing deviant innovative behaviors as clues during the (...) reasoning process, and implements deviant innovative behaviors for the high risk-taking trait of insider subordinates and the high internal control personality of outsider subordinates who implement deviant innovation. The theoretical derivation of behavior provides relevant references, and provides counter measures for effectively promoting employees’ deviant innovative behavior in the context of differential leadership. (shrink)

BackgroundIn Pakistan, drug promotion practices, ethical or unethical, have rarely been in the spotlight. We aimed to assess the perception and barriers of medical representatives (MRs) and doctors (MDs) regarding ethical promotion of pharmaceuticals in Pakistan.MethodsA cross sectional survey was conducted in seven major cities of Pakistan for 6-months period. Self-administered questionnaire was used for data collection. Logistic regression and five-point Likert scale scoring was used to estimate the perceptions and barriers.ResultsCompared to national companies (NCs), the medical representatives (MRs) of (...) multinational companies (MNCs) strongly believed that their companies follow World Health Organization (WHO) (OR; 5.31, p = 0.0005), International Federation of Pharmaceutical Manufacturers & Associations (IFPMA) (OR; 6.45, p = 0.0005) and national codes of ethics (OR; 5.84, p = 0.0005). MNCs trained their MRs (OR; 6.68, p = 0.0005), provide accurate and valid scientific data (OR; 4.01, p = 0.007) with adequate system of accountability and controls on product samples (OR; 1.96, p = 0.047), while, NCs sponsor social or entertainment activities, seminars and conferences, and all sort of facilitation in form of gifts of their choice and clinic renovation for medical doctors (MDs). MDs perceptions were similar to MRs mentioned above, yet strongly agreed that companies offer cash payments or equivalents to MDs. The MRs of NCs/mncs and MDs agreed/strongly agreed that no external accountability, profiteering, pressure on sale targets, job insecurity, condoning unethical promotion by high-ups’ and business promotion by junior MDs were the predominant barriers.ConclusionIn conclusion, MRs of MNCs and MDs believed that MNCs follow certain codes of ethics in the promotion of pharmaceuticals, while NCs tend to be more profit oriented and even condone unethical promotion. All stakeholders, MRs, MDs and companies, might pose certain barriers, intentionally or unintentionally, in ethical promotion. (shrink)

We studied the impact of teachers’ ethical leadership on students’ moral identity and academic citizenship behaviors. Data from 256 student–teacher matching dyads were collected from one of the top 5 Pakistani business schools. Confirmatory factor analysis was used to ensure factorial validity of the measures that were employed, and the hypothesized relationships were tested using structural regression models that utilized structural equation modeling in AMOS with 5,000 bootstrap samples. Based on social learning theory, the results supported the hypothesis that teachers’ (...) ethical leadership had significant direct and indirect positive effects on the students’ academic citizenship behaviors that were directed toward other students and the school. This study contributes to existing literature on ethical leadership and organizational citizenship behavior by highlighting useful implications of these organization-based constructs in an academic context. (shrink)

The mathematical model of physical problems interprets physical phenomena closely. This research work is focused on numerical solution of a nonlinear mathematical model of fractional Maxwell nanofluid with the finite difference element method. Addition of nanoparticles in base fluids such as water, sodium alginate, kerosene oil, and engine oil is observed, and velocity profile and heat transfer energy profile of solutions are investigated. The finite difference method involving the discretization of time and distance parameters is applied for numerical results by (...) using the Caputo time fractional operator. These results are plotted against different physical parameters under the effects of magnetic field. These results depicts that a slight decrease occurs for velocity for a high value of Reynolds number, while a small value of Re provides more dominant effects on velocity and temperature profile. It is observed that fractional parameters α and β show inverse behavior against u y, t and θ y, t. An increase in volumetric fraction of nanoparticles in base fluids decreases the temperature profile of fractional Maxwell nanofluids. Using mathematical software of MAPLE, codes are developed and executed to obtain these results. (shrink)

Book Name MUHAMMAD: A PROPHET FOR OUR TIME Review written by Mr Kashif Iqbal.

Peaceful protests and strikes are a basic human right as stated in the United Nations’ universal declaration on human rights. But for doctors, their proximity to life and death and the social contract between a doctor and a patient are stated as the reasons why doctors are valued more than the ordinary beings. In Pakistan, strikes by doctors were carried out to protest against lack of service structure, security and low pay. This paper discusses the moral and ethical concerns pertaining (...) to the strikes by medical doctors in the context of Pakistan. The author has carefully tried to balance the discussion about moral repercussions of strikes on patients versus the circumstances of doctors working in public sector hospitals of a developing country that may lead to strikes. (shrink)

While the current Internet has brought comforts in our lives, the future of the Internet that is the Internet of Things promises to make our daily living even much easier and convenient. The IoT presents a concept of smart world around us, where things are trying to assist and benefit people. Patient monitoring outside the hospital environment is one case for the IoT in healthcare. The healthcare system can get many benefits from the IoT such as patient monitoring with chronic (...) disease, monitoring of elderly people, and monitoring of athletes fitness. However, the comfort may bring along some worries in the form of people’s concerns such as right or wrong actions by things, unauthorised tracking, illegal monitoring, trust relationship, safety, and security. This paper presents the ethical implications of the IoT in eHealth on people and society, and more specifically discusses the ethical issues that may arise due to distinguishing characteristics of the IoT. (shrink)

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)

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)

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)

We examined the direct and indirect (via relational social capital) relationship between ethical leadership and knowledge hiding. We also tested the moderating role of instrumental thinking in the relationship between ethical leadership and knowledge hiding and the relationship between ethical leadership and relational social capital. Data were collected from 245 employees in different firms spanning different manufacturing and service sectors. The results showed that ethical leadership was negatively related to knowledge hiding, both directly and via relational social capital. The results (...) revealed that instrumental thinking moderated the positive relationship between ethical leadership and relational social capital, such that the relationship was weak when instrumental thinking was high. The results also showed that instrumental thinking moderated both direct and indirect relationships between ethical leadership and knowledge hiding, such that the relationships were weak when instrumental thinking was high. The study carries important practical implications for managers concerned about the destructive consequences of knowledge hiding. (shrink)

In this article, I will examine Aristotle’s protreptic argument for the necessity of philosophy as it was deployed by Al-Kindi. I will show how a Muslim critic of philosophy, primarily one who is aligned with the theological outlook of Ibn Hanbal, can reasonably reject the protreptic argument as Al-Kindi presents it. The argument can, however, be reworked in a way to circumvent common criticisms of it presented by Hanbalī-style opponents of philosophy. Indeed, I will argue that, once the argument is (...) properly clarified with reference to what constitutes ‘philosophy’, its soundness is incontrovertible. In closing, I will briefly discuss why Muslim critics of philosophy need not see the protreptic argument as threatening, as the inevitability of philosophy does not necessitate a commitment to all sorts of philosophical positions, however problematic these may be for Islamic doctrine. (shrink)

Since its first delivery in 1993, J.L. Schellenberg’s atheistic argument from divine hiddenness keeps generating lively debate in various quarters in the philosophy of religion. Over time, the author has responded to many criticisms of his argument, both in its original evidentialist version and in its subsequent conceptualist version. One central problem that has gone undetected in these exchanges to date, we argue, is how Schellenberg’s explicit-recognition criterion for revelation contains discriminatory tendencies against mentally handicapped persons. Viewed from this angle, (...) our present critique imparts Schellenberg’s position with a philosophical dilemma: (1) endorsing divine discrimination to the effect that God does not love ‘cognitive-affective outsiders’ or (2) giving up on explicit recognition. Either way, the hiddenness argument does not succeed. (shrink)

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)

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)

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)

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)

The incident of 1971 is a historical concern. Both wings of Pakistan were united at the time of the creation of Pakistan but some policies that were adopted after the creation of Pakistan were inadequate to resolve the growing differences between the both wings. Writers are divided regarding the causes of the Fall of Dhaka. Indian involvement has been highlighted frequently and it is also said that East Bengal was on the distance of 1000 km from West Pakistan. Apart from (...) these causes, this study will highlight a new perspective regarding the separation of East Bengal. From 1947 to 1971 the central governments of Pakistan took some measure regarding formulating policies and the policies were not sufficient to bring people of the both wings closer. Thus, the major policies and their consequences would be analysed in this paper. Further, this research would be a new one in a sense that there would be a general description of the policies from both wings. (shrink)

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)

Muḳātil b. Sulaymān’s (d. 150/767) tafsīr named al-Tafsīr al-kabīr, is accepted as the first completed tafsīr that has reached us from the early sources of tafsīr literature. One of the issues that the mufassir, deals with emphatically by emphasizing the concealment of the Prophet’s tabs̲h̲īr in the Bible. The Mufassir make a connection between the concealment of the Prophet’s tabs̲h̲īr and the falsification of the Bible. When we examine the verses that Muḳātil commented to prove his claim related with falsification (...) of these books, we encounter the phenomenon of takhṣīs in tafsīr. Takhṣīs is a term used in the literature of fiḳh method, in the sense of explaining with a word, with a proof, that some of the individuals it covers are meant. Considering the content of this term, it is understood that Muḳātil’s takhṣīs in tafsīr means limiting the meaning of words with many meanings to only one content. The main issue that prompted Muḳātil to make a takhṣīs in tafsīr is falsification. The issue of falsification of the Bible has been a subject that attracted the attention of Muslim scholars. Because in the Ḳurʾān, the distortion of the Torah is described in the following terms: يحرفون “they distort”, فبدل “altered”, يلون السنتهم “who twist their tongues”, يكتمون “they conceal”, ولا تلبسوا الحق بالباطل “confound not truth with falsehood”, وتكتموا الحق “conceal the truth”, يكتبون الكتاب بِاَيْد۪يهِمْ “They write the book with their hands”. The Ḳurʾān’s statement on this matter encouraged the criticism of the scholars about the Torah. Among the issues criticized there are; tabs̲h̲īr of Muḥammad in previous books, the origin of the Torah, inaccuracy in chronological order, stylistic differences, information errors and contradictions. Among these criticisms directed at the People of the Book, Muḳātil focuses on tabs̲h̲īr. The main source that leads him to argue that Muḥammad was heralded in previous books is the verses of the Ḳurʾān. In addition to this, it is highly probable that the geography where the mufassir lived was also influential in shaping his criticisms. Considering the Jewish population in the neighborhoods where he lived, such as Balk̲h̲ and Marw, it is possible for the commentator to develop a dialogue with the Jews, and it is also possible that his criticisms will be shaped within the framework of these dialogues. Muḳātil’s falsification criticism is expressed in the context of the Prophet’s tabs̲h̲īr. However, the mufassir’s emphasis on tabs̲h̲īr goes beyond the criticism of falsification. The mufessir always keeps the issue alive on the reader’s agenda with short phrases such as “كتم أمر محمد / بكتمان أمر محمد Muḥammad’s subject is hidden in the Torah”, “نعت محمد / صفة محمد / Muḥammad’s qualification”. As far as we can determine, there are fifty-two verses in al-Tafsīr al-kabīr that Muḳātil consider directly related to tabs̲h̲īr. He deals with the issue of distortion in thirty-eight verses. The number of verses that the mufassir associates with both distortion and tabs̲h̲īr is thirty-six. The number of verses that he does not associate with falsification but only about tabs̲h̲īr is twelve. Among them, it has been determined that Muḳātil made takhṣīs in the interpretation of forty-eight verses in total. When we classify his takhṣīs’s, we can form a tidy framework under four main headings: in the interpretation of sila sentences, idioms and idiomatic expressions, determining the content of words, and indicates of pronoun. Since the thought of tabs̲h̲īr is one of the main motifs in the mind of the commentator, his tafsīr’s follow a parallel course to this motif. In the interpretation of many verses, there are examples of interpretations that will legitimize this thought and confirm this claim. As a matter of fact, in the interpretation of the expression يلوون ألسنتهم بالكتاب “While reading the Book, they bend their tongues” in the 78th verse of sūrat āl ʿImrān, it is said that Muḥammad’s qualification in the Torah were deleted and other adjectives were written instead of it. In the tafsīr of the 37th verse of sūrat al-Nisāʾ, there are the expressions like this: “The concealment of Muḥammad’s tabs̲h̲īr and its removal from the Torah (بكتمان أمر محمد و محوه من التوراة)”. Muḳātil narrowed the content of the expression, which has a wide meaning area. This narrowing of the meaning is technically considered an example of takhṣīs. Other examples where takhṣīs made in tafsir are present in the interpretations of the phrases of guidance/aberration, right/false, belief/disbelief, verse, word, stinginess, knowledge, promise, declaration, turning away and the book of Allah. The tafsīr’s extreme loyalty to the context is accompanied by his limiting the meaning of words with broad content to a narrow content. (shrink)

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)