This is an era of globalization, and to maximize the competitive advantage, the banking industry is acknowledging and recognizing Human Resource practices and contributing their best to employ the organizational resources in best productive manner so that they can excel and enjoy competitive edge. Number of factors are affecting on performance of the employee. This research paper is mainly intended to explore the influence of employee diversity on the performance of employee in Private Banking business of Pakistan. Specifically in this (...) paper, the performance of the employee in a banking sector has been predicted by the influence of employee diversity with respect to their education, age, gender, and ethnicity. The data was collected from 203 private banking representatives by a convenience sampling method. In order to identify the relationship, the data has been tested by SPSS Regression and correlation analysis methods. Research findings suggested that the organizations with specific reference to banking sector should plan, design and execute the policies,, practices and strategies that have a wide range canvas inclusive every individual employee and workforce diversities. (shrink)

Based on empirical evidence and recent literature review, Stress has become an integral part of students’ academic life due to the various internal and external expectations placed upon their shoulders. It is therefore, becomes imperative to understand the sources and impact of academic stress in order to derive adequate and efficient intervention strategies. The five dimensions of sources such as Anxiety/stress, Student’s Academic stress, Financial Constraints, Cultural dynamics, Students Performance were analyzed. This research finding is based on the responses obtained (...) from 215 undergraduate students enrolled at a higher learning institution in Pakistan. This paper investigated the stressors, symptoms and effects that are likely to be experienced by undergraduate students in higher Studies. The data was collected through self-administered questionnaires that were randomly floated on social media during the time of COVID-19. Data obtained was analyzed using SPSS. (shrink)

A highly transmittable and pathogenic viral infection, COVID-19, has dramatically changed the world with a tragically large number of human lives being lost. The epidemic has created psychological resilience and unbearable psychological pressure among patients and health professionals. The objective of this study is to analyze investor psychology and stock market behavior during COVID-19. The psychological behavior of investors, whether positive or negative, toward the stock market can change the picture of the economy. This research explores Shanghai, Nikkei 225, and (...) Dow Jones stock markets from January 20, 2020, to April 27, 2020, by employing principal component analysis. The results showed that investor psychology was negatively related to three selected stock markets under psychological resilience and pandemic pressure. The negative emotions and pessimism urge investors to cease financial investment in the stock market, and consequently, the stock market returns decreased. In a deadly pandemic, the masses were more concerned about their lives and livelihood and less about wealth and leisure. This research contributes to the literature gap of investors’ psychological behavior during a pandemic outbreak. The study suggests that policy-makers should design a plan to fight against COVID-19. The government should manage the health sector’s budget to overcome future crises. (shrink)

This book reflects upon the political philosophy of Muhammad Iqbal, a towering intellectual figure in South Asian history, revered by many for his poetry and his thought. He lived in India in the twilight years of the British Empire and, apart from a short but significant period studying in the West, he remained in Punjab until his death in 1938. The book studies Iqbal's critique of nationalist ideology and his attempts to chart a path for the development of (...) the 'nation' by liberating it from the centralizing and homogenizing tendencies of the modern state structure. Iqbal frequently clashed with his contemporaries over his view of nationalism as 'the greatest enemy of Islam'. He constructed his own particular interpretation of Islam - forged through an interaction with Muslim thinkers and Western intellectual traditions - that was ahead of its time, and since his death both modernists and Islamists have continued to champion his legacy. (shrink)

Includes an introd. of 49 p. by S. G. Abbas.

_The Reconstruction of Religious Thought in Islam_ is Muhammad Iqbal's major philosophic work: a series of profound reflections on the perennial conflict among science, religion, and philosophy, culminating in new visions of the unity of human knowledge, of the human spirit, and of God. Iqbal's thought contributed significantly to the establishment of Pakistan, to the religious and political ideals of the Iranian Revolution, and to the survival of Muslim identity in parts of the former USSR. It now serves (...) as new bridge between East and West and between Islam and the other Religions of the Book. With a new Introduction by Javed Majeed, this edition of _The Reconstruction_ opens the teachings of Iqbal to the modern, Western reader. It will be essential reading for all those interested in Islamic intellectual history, the renewal of Islam in the modern world, and political theory of Islam's relationship to the West. (shrink)

Nowadays, mobile telephony interruptions in our daily life activities are common because of the inappropriate ringing notifications of incoming phone calls in different contexts. Such interruptions may impact on the work attention not only for the mobile phone owners, but also for the surrounding people. Decision tree is the most popular machine-learning classification technique that is used in existing context-aware mobile intelligent interruption management model to overcome such issues. However, a single-decision tree-based context-aware model may cause over-fitting problem and thus (...) decrease the prediction accuracy of the inferred model. Therefore, in this paper, we propose an ensemble machine-learning-based context-aware mobile telephony model for the purpose of intelligent interruption management by taking into account multi-dimensional contexts and name it “E-MIIM”. The experimental results on individuals’ real-life mobile telephony data sets show that our E-MIIM model is more effective and outperforms existing MIIM model for predicting and managing individual’s mobile telephony interruptions based on their relevant contextual information. (shrink)

The Reconstruction of Religious Thought in Islam (1930) is Muhammad Iqbal's major philosophic work: a series of profound reflections on the perennial conflict among science, religion, and philosophy, culminating in new visions of the unity of human knowledge, of the human spirit, and of God. Iqbal's thought contributed significantly to the establishment of Pakistan, to the religious and political ideals of the Iranian Revolution, and to the survival of Muslim identity in parts of the former USSR. It now (...) serves as new bridge between East and West and between Islam and the other Religions of the Book. With a new Introduction by Javed Majeed, this edition of The Reconstruction opens the teachings of Iqbal to the modern, Western reader. It will be essential reading for all those interested in Islamic intellectual history, the renewal of Islam in the modern world, and political theory of Islam's relationship to the West. (shrink)

Digital Health Technologies (DHTs) are currently the subject of much debate both in terms of their technological frontiers as well as their ethical, legal and societal implications (ELSI). Regulation of such technologies as medical devices currently lacks behind their level of adoption. Digital Twins are the next evolution step of such DHTs and provide an opportunity to anticipate and act on ELSI before adoption again leaps before the necessary review. This paper introduces the concept and use cases of digital twins (...) in medicine, then frames the debate through the lens of related technologies, machine learning and personalized medicine, and maps ethical challenges stemming from those. Finally, we lay out how digital twins may change and challenge the future practice of medicine. (shrink)

A personalized recommender system is broadly accepted as a helpful tool to handle the information overload issue while recommending a related piece of information. This work proposes a hybrid personalized recommender system based on affinity propagation, namely, APHPRS. Affinity propagation is a semisupervised machine learning algorithm used to cluster items based on similarities among them. In our approach, we first calculate the cluster quality and density and then combine their outputs to generate a new ranking score among clusters for the (...) personalized recommendation. In the first phase, user preferences are collected and normalized as items rating matrix. This generated matrix is then clustered offline using affinity propagation and kept in a database for future recommendations. In the second phase, online recommendations are generated by applying the offline model. Negative Euclidian similarity and the quality of clusters are used together to select the best clusters for recommendations. The proposed APHPRS system alleviates problems such as sparsity and cold-start problems. The use of affinity propagation and the hybrid recommendation technique used in the proposed approach helps in improving results against sparsity. Experiments reveal that the proposed APHPRS performs better than most of the existing recommender systems. (shrink)

In early modern Europe, blue textile dye was principally obtained from two dye plants, woad and indigo. Of these two dye sources, woad was native in the temperate climes of Europe, while tropical indigo became widely available only after Europe established commercial oceanic trade routes with India and the Americas. Indigo soon became a highly valued import, undermining woad production by unsettling traditional patterns of wealth circulation. Well-established woad producers took powerful steps to protect their industry, but in spite of (...) their efforts, it ultimately succumbed in the face of indigo imports. In this paper, I examine the ways in which the long lasting conflict between the dyestuffs woad and indigo in early modern Europe evokes the tensions between imported and home-grown commodities. (shrink)

Computational aesthetics is a relatively new subfield of artificial intelligence (AI). It includes research that enables computers to "recognize" (and evaluate) beauty in various domains such as visual art, music, and games. Aside from the benefit this gives to humans in terms of creating and appreciating art in these domains, there are perhaps also philosophical implications about the nature and "mechanics" of aesthetic perception in humans. We can, potentially, learn more about ourselves as we replicate or simulate this ability in (...) machines. My original intention or objective was to develop an aesthetics model or method for computers to recognize beauty in the game of chess since it is greatly appreciated by .. (shrink)

Drawing on the conservation of resources theory and contingency theories of leadership, this study aims to investigate how sustainable leadership influences employees' wellbeing through employee resilience and to examine the moderating effect of environmental turbulence on the “sustainable leadership-employees' wellbeing” relationship. Data were collected from 593 employees and 373 supervisors adopting two-wave design among small and medium-sized enterprises in China. The authors used structural equation modeling to empirically test the hypothesized model in this study. The research shows that SL is (...) significantly related to the employees' WB in SMEs. Regarding mediating effect, SL also indirectly influences employees' WB through ER. Moreover, the impact of SL on employees' WB becomes more prominent in the presence of lower ET. To the best of the authors' knowledge, no prior study is available about the integrated relationship of SL, ER, ET, and employee WB. (shrink)

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

Traditionally, mainstream psychology mostly presented religion in a negative light. However, recent years have witnessed a growing realization that religion has a substantial role to play in improving physical and mental health. Given the importance of religion, the American Psychological Association has division 36 “Psychology of religion.” But the perspective of mainstream psychology does not acknowledge the spiritual nature of human beings and their connection to God. Islamic psychology is one of the religion-based perspectives which acknowledges it. This perspective has (...) also attracted the attention of Western psychologists. Three different trends have been identified in this area: the Islamic filter approach, the comparison approach, and the Islamic psychology approach. However, despite more than 40 years of work, there is a considerable lack of progress in the development of this paradigm. The present article discussed the emergence and challenges in the development of this new perspective. Moreover, we suggest that the research paradigms of Western social and behavioral sciences are useful for developing Islamic psychology. (shrink)

In lattice theory the two well known equational class of lattices are the distributive lattices and the modular lattices. All distributive lattices are modular however a modular lattice in general is not distributive. In this book, new classes of lattices called supermodular lattices and semi-supermodular lattices are introduced and characterized.

This essay analyzes a silent short film portraying an urban canoeist. The film suggests that it is possible to make conscious choices about one’s means of conveyance through the city. Using a critical theoretical framework to unpack the implications of the film, this paper argues for the need to imagine unconventional modes of transportation and examine the power structures of automotive hegemony.

The study is based on validating and exploring the effects of a mega project plan on infrastructure development and Sustainable Project Management. The CPEC has great importance to infrastructure development and economy-boosting. The current study's primary aim is to deal with environmental protection, economic boost up, international relations influencing to the Project's success. The paper also addressed project management as a moderator between environmental protection, economic boost up, international relations, and the CPEC project's success. The primary data has been gathered (...) by using questionnaires, and PLS-SEM has been employed for the analysis. The results revealed that environmental protection, economy boost up, and international relations have a positive association with the success of CPEC. The outcomes also exposed that project management moderating among the nexus of economy boosts up the international relations and success of CPEC. The present study results guided how Pakistan and China make the CPEC project stronger with the efficient implementation of practices required for protecting the environment, with the economic growth and boost up, and good strong relations with foreign countries. This study was an attempt to validate the different factors to check their association with each other in a new environment, resulting in a leading edge for the success of mega projects that influence project management. (shrink)

_This study examines the proposition that exports cause growth in gross domestic product GDP in the economy of Pakistan from 1973 to 2022. The study intends to analyze the export promotion strategy that was adopted by Pakistan's economy in the 1990s. Cointegration test reveals there is a long-run relationship between these two variables. However, causality is proved in both short and long-run from GDP to exports. The Trade openness and export growth both are prolonged association but in case of Pakistan (...) persistent depreciation of PKR could not achieve desired level of export earning which implies that J-Curve theory does not exist in Pakistan. This implies that growth in the domestic production base is vital to expansion in exports. The government or policymakers should give importance to and incentivize various production sectors of an economy so that they can contribute to the expansion of export markets._. (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)

The article focused on the study of religious moderation based on values of moderation in three Islamic boarding schools (Pesantren) in Southeast Sulawesi, namely Pesantren al-Muhajirin Darussalam Konawe, Pesantren Ummu Sabri Kendari, and Pesantren Darul Mukhlisin Kendari. Therefore, a qualitative approach was used with a case study design -the techniques of collecting data used in interviews, participatory observations, field notes, and documentation. Data analysis in this article was done using interactive data analysis by Miles, Huberman, and Saldana. This study found (...) that the construction of religious moderation in the pesantren emerged from the basis of religious textual-scriptural combined with the performance of rationality (reason). This combination emerges to a dialogical pattern of harmony between the text and the context to color the behavior and social actions of the community. Precisely this attitude of religious moderation can prevent residents of Islamic boarding schools from behaving radically both in attitude and thought, so the outputs of pesantren can accept all forms of differences in religion and respect the beliefs believed by others in the community. This attitude of religious moderation in the pesantren also emerges in religious behavior that is tolerant and respectful of differences in society. (shrink)

The Glyde mural in the University of Alberta’s Rutherford Library is a testament to the history of Alberta as it was understood by white society in the 1950s. A contemporary viewer described the painting as depicting “the civilizing influences in the early life of the Province.” The prominent historical heroes in the mural represent the main institutions that were involved in this process of ‘civilizing the savages'. An artefact of modern colonial racism, it has overshadowed the threshold of the library’s (...) South reading room since 1951. This article brings the ideas of several historical theorists to bear on the impact and implications of the historical memory invoked by the mural. (shrink)

This study explored the direct and indirect influences of the entrepreneurial curriculum on entrepreneurial competencies, using the campus learning environment as a mediator. In this study, a survey questionnaire composed of 48 items was used to collect data on the entrepreneurial curriculum, entrepreneurial competencies, and campus learning environment from pre-service vocational teachers enrolled in six universities located in Hunan Province, China. The entrepreneurial curriculum has four components, namely, curriculum content, curriculum material, teaching strategies, and feedback and assessment. Partial least squares (...) structural equation modeling was used through SmartPLS 3.3.3 to measure the effects. The curriculum content has a direct, significant, and positive influence on entrepreneurial competencies. For the indirect influence, all four dimensions of the entrepreneurial curriculum influenced the campus learning environment, which, in turn, was positively associated with entrepreneurial competencies. The campus learning environment was therefore revealed to play a mediating role between the entrepreneurial curriculum and entrepreneurial competencies. The study explored that effective entrepreneurial curriculum delivery and campus learning environment are helpful for developing entrepreneurial competencies among the pre-service vocational teachers. Universities should take initiatives to update the entrepreneurial curriculum and create a conducive campus learning environment that brings a positive change to develop entrepreneurial competencies among their students. Moreover, practical implications and future research directions are also discussed in this article. (shrink)

The purpose of the present study was to explore the direct influence of self-concept and self-imagination on English language learning outcomes. Furthermore, this study examined the mediating role of self-efficacy in the relationship between self-concept, self-imagination, and ELLO. A survey questionnaire of 21 items was used in this study. We distributed the questionnaire through QR code and collected the data from 2,517 participants who enrolled in blended learning courses at the undergraduate level in Chinese universities. The relationship among the variables (...) was measured through SmartPLS-SEM 3.3.3. The outcomes of the present study indicated a direct, positive, and significant connection of self-concept, self-imagination, and self-efficacy with ELLO. Looking at indirect influences, self-concept and self-imagination, positive and significant, influence ELLO through self-efficacy. Thus, self-efficacy was indicated to play a mediating role between self-concept, self-imagination and ELLO. We can conclude that self-concept, self-imagination, and self-efficacy are the main predictors of ELLO in blended learning courses during the pandemic. Additionally, self-concept and self-imagination along with the intervening role of self-efficacy, play a more effective role in improving ELLO. Moreover, this study provided some useful, practical implications, and future research directions. (shrink)

Muhammad Arsyad Al-Banjari who lived from 1710 to 1812 in Borneo, Indonesia, applied a model of integrating uses of the Banjarese tradition into Islamic Jurisprudence based on a dialectical constitution of qiyās, the legal argumentation theory for parallel reasoning and analogy, he learned from the Shāfi‘ī-school of jurisprudence (uṣūl al-fiqh). Our paper focuses in the model of integration proposed and practiced by Al-Banjari, a rational debate grounded on a dynamic view on legal systems. We will illustrate the method with the (...) help of two different kinds of qiyās deployed by Al-Banjari in order to argue for the rejection of some traditional Banjarese offering-rituals for avoiding disease or calamities (manyanggar and mambuang pasilih), and for the acceptance of the use of consuming the traditional drink called lahang made of the juice of sugar-palm. As our dialogical reconstruction shows, the development of the debates, particularly the first one, is quite sophisticated, with a Banjarese opponent that does not surrender easily to the rejection of his use of those rituals. (shrink)

Automatic incident detection plays a vital role among all the safety-critical applications under the parasol of Intelligent Transportation Systems to provide timely information to passengers and other stakeholders in smart cities. Moreover, accurate classification of these incidents with respect to type and severity assists the Traffic Incident Management Systems and stakeholders in devising better plans for incident site management and avoiding secondary incidents. Most of the AID systems presented in the literature are incident type-specific, i.e., either they are designed for (...) the detection of accident or congestion. While traveling along the road, one may come across different types of traffic incidents, such as accidents, congestion, and reckless driving. This necessitates that the AID system detects and classifies not only all the popular traffic incident types, but severity as well that is associated with these incidents. Therefore, this study aims to propose an efficient incident detection and classification framework for smart cities, by incorporating the efficacy of model stacking, to classify the incidents with respect to their types and severity levels. The experimental results showed that the proposed E-IDC framework achieved performance gains of 5%–56% in terms of incident severity classification and 1%–14% in terms of incident type classification when applied with different classifiers. We have also applied the Wilcoxon test to benchmark the performance of our proposed framework that reflects the significance of our approach over existing individual incident predictors in terms of severity and type classification. Moreover, it has been observed that the proposed E-IDC framework outperforms the existing ensemble technique, such as XGBoost used for the classification of incidents. (shrink)

In today’s postmodern world with the latest and top notch internet technologies in the market, if it has become easy and accessible for everyone to communicate with others sitting at the other corner of the world, it has also given rise to the cybercrimes including cyber terro rism which has not only provided grave threats to the whole world but also posed a question of whether with the manipulation of cyber space, cyber terrorists can damage or destroy the physical infrastructure (...) of its target. Owing to easy access to everyone and strong damage done as compared to traditional terrorism, today terrorists are relying on cyber terrorism as well. The Islamic State has emerged as one of the brutal and violent terrorist organization s which hired cyber experts and manipulated cyber space to the extent that today they are most active and professional cyber users’ terrorist organization of the world. The main focus of the paper is to highlight the basic definition of cyber terrorism, how often it is different from traditional terrorism, use of cyber terrorism, how cyber terrorism can be manipulated through various latest tools and techniques and how Islamic State is using cyber space to spread its message. (shrink)

The Glyde mural in the University of Alberta’s Rutherford Library is a testament to the history of Alberta as it was understood by white society in the 1950s. A contemporary viewer described the painting as depicting “the civilizing influences in the early life of the Province.” The prominent historical heroes in the mural represent the main institutions that were involved in this process of ‘civilizing the savages'. An artefact of modern colonial racism, it has overshadowed the threshold of the library’s (...) South reading room since 1951. This article brings the ideas of several historical theorists to bear on the impact and implications of the historical memory invoked by the mural. (shrink)

The form of commemoration offered by Remembrance Day ceremonies works to produce a sense of nationalist patriotism. The ‘public history’ of the nation, as a mode of self-representation, presents a particular narrative of limited scope, occluding all elements that do not fit its ideological framework. Remembrance Day simultaneously invokes and educates Canadian collective memory and public history, mediated through the contemporary power/knowledge discourse on war. The values, structure, and 'tendencies of a society' become evident in collective memory and this cultural (...) heritage of society becomes a site at which it is 'visible to itself'. (shrink)

This book deals with two important branches of mathematics, namely, logic and set theory. Logic and set theory are closely related and play very crucial roles in the foundation of mathematics, and together produce several results in all of mathematics. The topics of logic and set theory are required in many areas of physical sciences, engineering, and technology. The book offers solved examples and exercises, and provides reasonable details to each topic discussed, for easy understanding. The book is designed for (...) readers from various disciplines where mathematical logic and set theory play a crucial role. The book will be of interested to students and instructors in engineering, mathematics, computer science, and technology. (shrink)

BackgroundValue-driven career attitude is considered a dimension of a protean career attitude. Individuals with this attitude seek out personally meaningful experiences and set their own psychological career success standards. This study investigates the association between value-driven career attitude and job performance. It looks at how organizational citizenship behavior affects the relationship between value-driven career attitudes and job performance.MethodsA self-reported questionnaire was used to collect data from 400 random employees of SMEs in Pakistan during the early pandemic. We chose Cochran’s formula (...) to determine the appropriate sample size, and PLS-SEM was used to analyze the model. P-O fit and self-determination theory is the theoretical lenses used in this study. The underpinning theories to this study enable the researchers to establish a link between VDCA, OCB, and job performance.ResultsBy analyzing a sample of 400 employees from active enterprises, we discover that VDCA contributes to an improvement in job performance. Furthermore, OCB plays an intervening effect in the relationship between VDCA and job performance. Thus, the study provided evidence for the underpinning models of P-O fit and self-determination theory.ConclusionThis study adds to the body of knowledge by investigating the connections between VDCA, OCB, and job performance in SMEs. The existing literature sheds scant light on these linkages, leaving a gap that this study will address. The current study expands on other themes to provide an in-depth analysis of many under-explored PCA outcomes, which may open up new avenues for future researchers to broaden and strengthen PCA with other constructs. (shrink)