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)

The current research examines the possible outcomes of cronyism like organizational deviance, organizational cynicism, and counterproductive work behavior and also investigates the mediating variable violation of psychological contract among cronyism and its possible outcomes. Many studies have investigated the presence of organizational cronyism at the workplace and its impacts on certain variables. However, the outcomes observed in this study, i.e., OD, OCy, and counter-productive work behavior were not empirically investigated previously as per researchers’ knowledge. The second gap this study fills (...) is the mediating effect of VPC between the studied variables. Thirdly, the study was conducted in Azad Jammu and Kashmir, Pakistan, which is almost the first attempt to investigate this phenomenon in Azad Jammu and Kashmir. Data were collected from the employees working under different ministries of Azad Jammu and Kashmir, Pakistan like education, forest, sports, information, local government, finance, and tourism. The data from 350 employees were collected through convenience sampling. The data collection process was conducted at two distinct time lags. Results show that OC significantly and positively relates with OD, OCy, and counter-productive work behavior, whereas VPC mediates the relationship among OC and OD, OC, and counter-productive work behavior. Employees enjoying special favors from the leadership seem to be more dedicated toward the organization than the employees who do not have this favor, and the ultimate result is negative for the organization. (shrink)

Part one. 1877-1905, beginnings -- part two. 1905-1908, Europe -- part three. 1908-1925, a lawyer in Lahore -- part four. 1926-1938, the years in politics.

Social entrepreneurship orientation is a behavioral construct of social entrepreneurship ; therefore, we examined the influence of SEO of the organization on social and financial performance. A random sample of 810 employees was drawn from social enterprises of Pakistan during the COVID-19 pandemic. Although increasing research focuses on SE, the discipline continues to disintegrate, and this has led to appeals for a careful investigation of the associations of firms’ SE. In the recent decade, “social entrepreneurship” has earned its importance as (...) a segment of entrepreneurship. Instead of mixed activity, firms are more likely to engage in either for-profit or non-profit activities. The causes for and consequences of this conduct has been mainly studied using objective measures of SEO, social performance, and financial performance, with little attention paid to the subjective experiences of social enterprises. We rely on the theory of stakeholder and mixed structuring to postulate that social performance intermediates the SEO-financial performance relation. By assessing a sample of 810 employees from active enterprises, we discover that social performance mediates positively and partially between SEO and financial performance, and both direct and indirect paths are in the same direction and significant. Our findings exhibit that social performance variance explained 74% of the mediating role, and the remaining 26% of the effect is because of SEO. We consider the functions by which an SEO influences enterprise performance and delivers more prominent understanding into multiple spectrums of performance. We discuss the prospective suggestions of our research and foster an encouraging pathway for more enquiry on the SEO paradigm. The study adds contribution to the literature, which has not been testified before on hybrid firms. SEO is a newly defined construct and requires more prospective research. This research gives the researchers/scholars new directions to address related disciplines and further explore this domain. (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)

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)

Drawing from research on ethical leadership, psychological capital, and social learning theory, this study investigated the mediating effects of goal congruence and psychological capital in the link between supervisors’ ethical leadership style and followers’ in-role job performance. Data captured from 171 employees and 24 supervisors showed that ethical leadership has a positive effect on followers’ in-role job performance, yet this effect is explained through the role of psychological capital and follower–leader goal congruence, providing evidence of mediation. These findings have significant (...) implications for research and practice. (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)

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.

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.

Without guidance, students typically overestimate their understanding and memory of learning materials, which can have detrimental effects on the learning process. However, most students do not receive guidance or instruction about how to study. Moreover, students are largely unaware of strategies to self-regulate their learning and study effectively. Research has shown that prompting both cognitive and metacognitive strategies is effective to support self-regulated learning. Therefore we developed a mobile application, the Ace your self-study app, to prompt both cognitive and metacognitive (...) strategies to support learning processes. In this article a theoretical background, description of the app’s features and design choices are presented. Also, data from the application in presented to give provide an idea of how the app has been used. (shrink)

Forced migration changes people’s lives and their sense of self-continuity fundamentally. One memory-based mechanism to protect the sense of self-continuity and psychological well-being is autobiographical meaning making, enabling individuals to explain change in personality and life by connecting personal experiences and other distant parts of life to the self and its development. Aiming to replicate and extend prior research, the current study investigated whether autobiographical meaning making has the potential to support the sense of self-continuity in refugees. We therefore collected (...) life narratives from 31 refugees that were coded for autobiographical reasoning, self-event connections, and global narrative coherence. In line with prior research, results suggest that autobiographical meaning making relates to a higher sense of self-continuity and less psychological distress. Yet, if refugees experienced many continuing postdisplacement stressors in addition to their forced displacement, autobiographical meaning making was associated with higher self-discontinuity and greater psychological distress, especially with trauma-related symptoms such as memory intrusion and hyperarousal. Altogether, results indicate that autobiographical meaning making helps to compensate the effects of extreme biographical disruptions on the sense of self-continuity, as long as the stress caused by the biographical change is not overwhelming or too protracted. (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)

_This study investigates the relationship between employee job satisfaction, work environment, and intention to leave a company. It delves into the impact of two leadership styles, transformational and participative, aiming to address employee satisfaction and retention issues. Data was collected from 300 individuals using a quantitative research approach. The findings of the study reveal a strong connection between transformational and participative leadership styles, job satisfaction, and the inclination to leave one's current job. Statistical analysis, specifically chi-square tests, demonstrates significant associations (...) between leadership with transformational qualities, employee job satisfaction, and the desire to leave the organization. Participative leadership approaches also correlate highly with job satisfaction and intentions to leave. Binary logistic regression analysis further supports the role of leadership styles in influencing turnover intentions. The research establishes a significant relationship between leadership styles and job satisfaction, as well as leadership styles and employee turnover intentions. Moreover, it underscores that a one-time shift in leadership style can result in a 15-fold change in job satisfaction and a 7-fold change in employee turnover intentions._. (shrink)

In today’s modern world, globalization has increased competition among the organizations. In order to meet competition every organization require high skilled work force. Organizations are becoming more dependent on skilled work force. Increase in competition has also been increasing the stress on employees that is causing hi gh turnover in organization. Increase in employee turnover and unavailability of skilled work force has an indispensable question on the future growth of organizations. Every organization has two ways to tackle this situation either (...) to hire person for the vacant key position from outside or to promote employee within the organization. The Study aims to analyze the impact of succession planning on organizational growth and association of gender variation with growth of organization. A survey of 300 persons doing an official task under the management, were interviewed through questionnaire based on five points Likert scale and developed through pilot study. Convenience sampling was used to draw the sample including 150 males and 150 females. Logistic regression was used to calculate impact of succession planning on organizational growth. Result of the study reveals effective succession plan can help the organization to meet desire objectives. It has significant positive impact of 2.5 times on growth of organization by increasing number employees through accurate hiring and by retaining key personnel on key position. Study also concludes, gender variation has no association with growth of organization. (shrink)

In the last six years, more than 3.7 million people have migrated from Pakistan to seek employment, mostly in the Middle East. Approximately, 1 million people migrated from Pakistan in 2015 in contrast to 0.75 million in 2014, an increase of about 20.84%. People from all the cities of Pakistan are migrating, especially from Karachi, which is the seventh most populous city of the world and largest in Pakistan. More than 30% of Karachi’s population is youth with 54.9% male and (...) 45.1% female. This study finds that 48.7% of the youth in Karachi want to leave Pakistan for various reasons, including unemployment, insecurity, economic problems, lack of social support, lack of career opportunities. This high rate of outward migration from Pakistan is creating brain drain conditions, especially in the health and education sectors, where there is a shortage of skilled workforce. This paper explores and analyzes factors that are contributing to youth emigration from Pakistan’s largest city, Karachi. (shrink)

This paper attempts to explore the philosophical argument regarding an account of the development of management orientations and attributes a historical succession of these orientations to a human hereditary. It is hard to find such a consolidate and plausible theory which may provide deep insight into the history and theory of management. This paper is theoretical, based on literature and philosophical analysis. It argues that human behaviours become a force and its treatment cause the variance in human management. The management (...) with respect to human has periodically recognised these forces and acquired the tools for treatment of such forces. In this paper, theoretically through deductive-partial inductive approach, human forces are classified into six dimensions (gender, attain, social, relational, metaphysical and heredity force) and subsequently in four orientations of management (demo, socio, psycho-socio and meta-oriented management). Demo and socio-oriented management are explored with historical context, while the psycho-socio oriented management is argued with theoretical considerations, i.e., theories related to human work behaviour, performance, need and satisfaction. In last, a plausible argument is presented for meta-oriented management by considering its application in existing corporate structure management. (shrink)

International marketing practices, embedded in a strong ethical doctrine, can play a vital role in raising the standards of business conduct worldwide, while in no way compromising the quality of services or products offered to customers, or surrendering the profit margins of businesses. Adherence to such ethical practices can help to elevate the standards of behavior and thus of living, of traders and consumers alike. Against this background, this paper endeavors to identify the salient features of the Islamic framework of (...) International Marketing Ethics. In particular, it highlights the capabilities and strengths of this framework in creating and sustaining a strong ethical international marketing culture. At the heart of Islamic marketing is the principle of value-maximization based on equity and justice (constituting just dealing and fair play) for the wider welfare of the society. Selected key international marketing issues are examined from an Islamic perspective which, it is argued, if adhered to, can help to create a value-loaded global ethical marketing framework for MNCs in general, and establish harmony and meaningful cooperation between international marketers and Muslim target markets in particular. (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)

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)

The pursuit of knowledge has remained perennial since mankind's earliest days. A born thinker, philosopher, scientist, and discoverer, man has addressed many questions at the very center of life. In attempting to answer such questions, thinkers and philosophers have set forth many convincing (and conflicting) hypotheses, but all agree that achieving knowledge is the route to answering them. In Introduction to World Philosophies: A Chronological Progression, Mirza I. Ashraf describes perplexing philosophies in a simple style. He presents the central ideas (...) of prominent philosophers of the East and West from Zoroaster and Thales to Foucault and Derrida. He attempts to show that without these mentors of societies and civilizations, mankind would never have become what it is today and would not realize its potential for tomorrow. At a time in world history when the global exchange of information is often instantaneous, Ashraf's detailed presentations lead us toward a unified understanding of thought and culture. At this juncture, when the subject of world religions, traditions, and ideologies is at the heart of so much bitterness, these thinkers encourage us to think globally and generate a common approach to humankind's philosophical quest. (shrink)

_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)

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)

Accession Number: ATLA0001712108; Hosting Book Page Citation: p 71-86.; Language(s): English; General Note: Bibliography: p 86.; Rev from an article in The Islamic quarterly.; Issued by ATLA: 20130825; Publication Type: Essay.

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)

Cryptocurrency has revolutionized the economic system of the world. It provides a new and innovative means of exchange that has speedily invaded the financial market trends and changed the traditional cash world. However, consumers have low acceptability for blockchain-based cryptocurrency due to increasing online scams and the absence of a regulatory framework. There is also a misconception about its usage on many platforms, which has created a clear gap in the literature to address this issue. Therefore, the current study intends (...) to investigate the effect of technology awareness on the behavioral intention of crypto users through perceived factors. It also empirically examines the moderating role of government support on these indirect paths. The underlying framework is investigated by surveying 333 respondents from the Z generation. Results revealed that perceived factors mediate the relationship between technology awareness and behavioral intention. Furthermore, government support strengthens the indirect relationship of technology awareness on behavioral intention through technology acceptance determinants, such that the effect of technology awareness on behavioral intention through perceived factors is more assertive when government support is high. The findings will provide a new dimension to different financial bodies implementing monetary policy and highlight the need to adopt innovative digital technologies in Pakistan. (shrink)

This study focuses on determining the number of children considered ideal by Pakistani husbands and identifying the factors associated with this, with a special emphasis on family type. A cross-sectional survey was conducted among married males residing in four areas of Khairpur district. An equal number of study participants were selected systematically from each field site to achieve the required sample size of 500. Interviews were conducted by trained fieldworkers using a structured questionnaire to obtain information on background socioeconomic characteristics, (...) family structure and reproductive health knowledge and practices, in particular family planning. Multivariate logistic regression analyses were used to assess the hypothesis that family type has an independent association with husbands opinions regarding ideal number of children can help strengthen population control efforts in Pakistan. (shrink)

The constitution of Pakistan contains wide range of provisions for the protection of labour rights. Pakistan has been bestowed with 70 labour laws along with 90 rules and regulations thereunder. In spite of these labour laws along with rules and regulations, labour force is facing multifarious challenges that posit direct threat to their legal recognised rights. In this regard this study was carried out to study the main hurdles that labour rights encountered in historical perspective. Moreover, in the wake of (...) devolution plan through 18th amendment to the constitution of Pakistan, what problems in respect of enforceability and legality have arisen? Labour laws promulgated in various Pakistani regimes have been discussed to figure out what really prevented successive governments to ensure minimum protection to labour strata of the nations. The article concludes with some recommendation that are sin-qua-non in current globalization where rights have emerged as the most sacred instruments in the hands of weaker portion of a society. (shrink)

Trump’s foreign policy outlook and his rhetorical predispositions suggest that the American foreign policy is about to undergo drastic changes in terms of substance matter of policy. The arrival of Trump at the helm of affairs has built a conventional perception of gradual American retreat from the Obama’s rebalancing policy and its pacific-centric outlook. Any abrupt change in this policy of rebalancing will have serious repercussions for the regional economic, political and security architecture designed by America since world-war II. In (...) this context, Offensive Realism, that takes system level variables as the primary determinants of foreign policy of great powers, offers a valuable framework to understand and explain the future course of Obama’s policy of rebalancing under the incumbent administration. To this end, this article is aimed at delving into the theoretical and historical reservoirs related to the US foreign policy along with the current practices of Trump administration to test the claims of continuity or transformation in the US foreign policy of rebalancing in the Asia Pacific region. This article asserts that Obama’s rebalancing policy would continue in the future with certain tactical adjustments related to the implementation of policy. (shrink)

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