The paper deals with Forward exchange contracts and Swap exchange contracts, These two types of contracts are among the most prominent types of financial derivative contracts that arose after the collapse of the Bretton Woods system in 1971 or the so-called Nixon shock, where the convertibility of the dollar into gold was stoped, which led to turmoil in the exchange rates of the currencies of many countries and the emergence of the need to stabilize the exchange rate Currencies in transactions (...) where the delivery of the two exchanges is delayed. This research has studied forward exchange contracts and swap exchange contracts in four sections. The first section defines the Forward exchange contract, which is a contract in which the two parties commit to exchange a specified amount of foreign currencies on a forward date, at a price agreed upon in advance. The elements and elements that must be mentioned in this contract, such as the seller and buyer, the size of the contract, the date of delivery and the forward exchange rate, were mentioned in this section, with an illustrative example of the mechanism of conducting this contract. In addition to addressing the differences between forward exchange contracts and future exchange contracts, the characteristics of forward exchange contracts and the purposes of those dealing with them from hedging and speculation are mentioned in this section. The second section has been devoted to the definition of swap exchange contracts, it is for the two parties to the contract to agree that one of them buys from the other a specific amount of a currency in exchange for a specific amount of another currency and at the current exchange rate, provided that the two exchanges are delivered immediately, and in the same contract, the two parties agree to make a forward reverse exchange contract, at a price determined within Contract, and to clarify the picture of swap exchange contracts, an example has been given to illustrate the mechanism for conducting this type of contract. In the third section, the views of contemporaries scholars regarding the İslamic law of the forward exchange contract were discussed, where the opinion of the objectors was mentioned at all and the evidence they inferred from it. And then the opinion of those who advocate the permissibility of forward exchange contracts that are in the form of a dating that is not binding on both parties together, provided that there is nothing in the dating that indicates that it is a contract of sale and provided that a new contract is delivered independent of the dating. Then I discussed the opinion and evidence of the impediments in four points, and I concluded that the most correct opinion at the first is the impermissibility of the forward exchange contract in the form such as the traditional banks do it because of the deception it contains. But I recanted and permitted this type of contract in two cases, the first: the case of need with the absence of an alternative, and the second: the case that transaction is not binding dating for both parties and on some terms. Some contemporary scholars suggested conducting buying and selling operations in the same currency as an alternative to forward exchange contracts, and some of them suggested that Islamic banks should have a common unit of account to settle accounts between the parties to commercial transactions. But in my opinion two solutions are often not feasible. As for the fourth section, I dealt with the opinions of contemporary scholars in the swap exchange contract. it seems likely to me that swap currency exchange contracts are nothing but a usurious loan that is prohibited by Sharia. Because when examining the mechanism of conducting this type of contract, it turns out that one of the parties lent the other an amount in one currency in exchange for the other lending him an amount in another currency under the name of the spot exchange contract. Since one of the two parties requires the other to increase what he lent - if the exchange rate of the Forward exchange contract is different from the Spot exchange rate, which is predominant - under the name of the Forward exchange contract, then this process is nothing but a usurious loan. I supported the proposal to exchange loans in different currencies as a İslamic alternative to transaction contracts, provided that there is no preference for one party over another, and there is no usurious increase. And in order to solve the problem of the high rate of currency inflation of one of the two loans more than the other, the researcher suggested adding the inflation rate to the two loans when they are performed. (shrink)

Kısa vadeli likidite sağlama ihtiyacının yanı sıra likidite fazlalığını kısa vadeli değerlendirme ihtiyacı finans kurumlarının ortak problemleridir. Konvansiyonel finans kurumları bu ihtiyaçlarının büyük kısmını repo-ters repo işlemleri ile karşılarken katılım finans kurumları ise faiz şüphesi nedeniyle repo-ters repo katılım bankacılığı ilkelerine uymadığı için bu ihtiyaçları karşılama konusunda problemler yaşamaktadır. Bu durum konvansiyonel finans kurumları ile rekabet halindeki katılım finans kurumları aleyhine işlemektedir. Bu makale repo işlemini ana hatlarıyla açıklayıp fıkhi boyutunu izah ettikten sonra Malezya’daki geri alım vaadi ile satım, Türkiye’deki (...) geri alım vaadi ile satım, organize teverruk, menkul kıymet rehinli karz sözleşmesi ve puantaj sistemi ile tekaruz anlaşması gibi halihazırda İslam dünyasında katılım finans kurumlarının repoya alternatif olarak uyguladıkları işlemleri ele almaktadır. Öte yandan bu çalışma kira sertifikalarının geri alım vaadi ile satımı, yatırım fonları, kira sertifikalarının alım satımı ile teverruk işlemi için katılım finans ilkelerine uygun bir pazar kurulması ve devlet destekli karz-ı hasen fonlarının kurulması gibi katılım finans kurumları adına repoya alternatif olarak düşünülen öneriler üzerinde yoğunlaşmaktadır. (shrink)

Although different perspectives on the essence and qualities of the absolute existence have been put forward by the philosophers, theologians, and Sufī philosophers, in the context of this article, we will examine whether absolute existence has a causal efficacy in addition to special existence in the unity of the First Principle and the first effect. We will discuss the views of two Ottoman scholars, Baghdādīzāda (who lived in the second part of the 10th/16th century) and Arpacīzāda (d.1033/1623), who analyzed the (...) effect of absolute existence with its aforementioned qualities on the simplicity of the First Principle and its being a part of the complete cause as an incomplete cause. It is generally accepted by the philosophers that the First Principle is the simple complete cause of the first effect by virtue of its essence without the need for conditions, tools, or the removal of any obstacle. Therefore, the First Principle must be the cause of the first effect with its simple existence that does not consist of any sensory or intellectual parts. Therefore, the decisive issue in the discussions regarding the definition of the complete cause is the inclusion of both simple and compound entities. Because the definition of a complete cause that includes only simple or compound causes would be incomplete since it does not include all entities. The definition of complete cause preferred by philosophers such as al-Asīr al-Dīn al-Abharī (d.663/1265) and Najm al-Dīn al-Kātibī (d.675/1277), who made important contributions to the conceptualization of complete and incomplete causes, as the totality of the things on which the maʿlūl depends in its existence, can only include composite entities. As a matter of fact, al-Sayyīd Sharīf al-Jurjānī (d.816/1413), in his Sharh al-Mawāqif and Hāshiya al-Tajrīd, states that the aforementioned definition of complete cause, which was mentioned by his predecessors al-Abharī and al-Kātibī has the possibility of including only composite entities, but he expresses that this situation is not a necessity with the example that a simple substance can be formed from a simple complete cause. The Ottoman scholar al-Khatībzāda (d.901/1496), who supported al-Jurjānī's sentiment that the aforementioned definition of the complete cause could only include composite entities, emphasized in his commentary on Tajrīd al-iʿtikād the possibility of accepting absolute existence as a necessary element for the realization of the complete cause, which led to the writing of separate treatises following the traces of this problem. In the context of al-Jurjānī and al-Khatībzāda's explanations, al-Baghdādīzāda addressed the possibility of absolute existence being a part of the complete cause without damaging the simplicity of the First Principle and wrote a separate treatise emphasizing that absolute existence does not eliminate the First Principle”s being a simple complete cause. Arpacīzāda was another Ottoman scholar who wrote a critical text in response to this treatise, which analyzed the effect of absolute existence on the existence of the first effect as a part of the complete cause and its relation to the special existence of the First Principle. In this article, we will try to reveal the effect of absolute existence on the First Principle's being a simple complete cause and the possibility of accepting it as a part of the complete cause through these individuals and treatises. (shrink)

Representation is a major and multifaceted concept of modern politics. Through open and regular elections, it shields the democratic character of representative governments, compelling politicians to pursue the interests of their constituencies and become responsive to their demands. But since the concept of representation is so embedded in the day-to-day workings of democratic regimes, it has largely lost significant traces of its history that shed light on its political dawn. The instrumentalization of the concept by representative governments in order to (...) assess their democratic legitimacy obfuscates its seminal ambiguities and the history of conflicts about its meaning and institutional functions. (shrink)

Workplace productivity is badly affected by many negative factors such as narcissism, and sadism. In addition, paranoia and antagonism play an important role in increasing workplace incivility. Through emotional intelligence, such negative behaviors could be addressed by managers and their junior colleagues. The current study aims to investigate the parallel mediating role of paranoia, antagonism, and emotional intelligence on the relationship between narcissism, sadism, and workplace incivility. A survey approach was used. Primary data was collected in PLS-SEM. The population of (...) the study was all faculty members in higher education institutions in the Khyber Pakhtunkhwa region. A measurement model and structural model were developed. The measurement model demonstrated that convergent and discriminant validities were established. The structural model's findings revealed that narcissism, antagonism, and emotional intelligence were not mediated between narcissism and workplace incivility. Similarly, emotional intelligence did not play any mediating role between sadism and workplace incivility. This implied that emotional intelligence has no role in decreasing or reducing workplace uncivil behavior. (shrink)

Conservative agriculture practice adoption literature advocates that adoption is caused by many factors comprising cognitive, social, economic, personal, and CAP-related factors. Evaluating the adoption of CAPs as the outcome is complex and challenging with regression-based models as the systemic interdependencies of the factors offer diverse or varying results. Farmer production and environmental orientations as cognitive stances are notable interpreters of CAP adoption. The appetite level for risk-taking, innovativeness, and trust facilitates the adoption of CAPs. However, a causal-predictive technique should be (...) used to investigate the adoption of CAP. Hence, this study engages in a configuration approach using a fuzzy-set qualitative comparative analysis to analyze the patterns of different types of farmers' orientations, personal level of trust on extension services, and innovativeness risk-taking attitude on the intention to adopt CAPs. The analysis is based on the 155-farmer data collected employing a structured interview from Pakistan. The results suggest that a higher level of environment orientation and innovativeness is sufficient to increase the intention to adopt CAPs. Moreover, a higher intention to adopt CAPs is achieved with a lower production orientation, a higher personal level of innovativeness, and a risk-taking attitude of the farmer. The innovativeness can help to develop the intention to adopt the CAPs among the environment and production-oriented farmers. Causal solutions offer a unique understanding that the farmers' environment and production orientation can combine to suggest inclined to adopt CAPs by having an attitude of innovativeness and risk-taking. The causal solutions achieved significant predictive validity in the holdout samples. Policy and farmer-level suggestions were made to raise the intention to adopt CAPs among the farmers. (shrink)

We argue that although halal certification could potentially reduce the high transaction costs related to buying Islamic financial products, in practice these costs are just replaced by transaction costs relating to the certification itself. It takes considerable time (2–3 months) and money (USD 122.000) to obtain a halal certification. Partially, this is because the market is highly concentrated and non-contestable. About 20 individual Sharia scholars control more than half the market, with the top 3 earning an estimated USD 4.5 million (...) in fees per year. Moreover, this market seems plagued with problems, most notably a strong incentive for excessively lenient certification, lack of consensus on what is considered halal and sub-standard governance practices. We discuss solutions to these problems and conclude that a neutral non-profit government entity should assume the role of halal certifiers. (shrink)

This research paper examines the foreign investment laws and procedure of Pakistan and their role in protection of foreign investment in Pakistan. These laws are untapped area of research and one cannot find any specific research tracing the legal development in this highly specialized field. So far Pakistan has 48 BITs enforced with different countries and has also signed ICSID Convention, which is promulgated locally through Arbitration Act, 2011 incorporating the Convention in the schedule to ease the difficulty of foreign (...) investors to enforce the awards rendered under auspices of ICSID in the territory of Pakistan. Under this research, an attempt has been made to study prevalent foreign investment laws and its trends in Pakistan. Though Pakistan has significantly improved its foreign investment regime by introducing new investor’s friendly laws like, Special Economic Zones Act, 2011 and Investment Policy, 2013 etc., apart from its previous legislation on the subject, yet this regime needs more improvement and updating. Extensive overview of all existing foreign investment laws were carried out in this research. Fair and Equitable Treatment, Expropriation and other factors affecting foreign investment laws are the areas, which need to be taken care of by policy maker in the existing foreign investment laws of Pakistan. With these aims, it is hoped that this research paper would be a humble contribution in the literature on the subject. (shrink)

The smart wearable device is a new breed of mobile device that offers diversified utilities for health, sport, and finance for consumers worldwide. The current study aims to investigate the provocation of the intention to use smart wearable payment devices among Malaysian consumers. The unified theory of technology acceptance and use of technology was employed with the cross-sectional survey-based data to explain the adoption of the smart wearable payment device. Furthermore, the UTAUT model was extended with trust and lifestyle compatibility (...) factors to investigate smart wearable payment device adoption. The survey-based data were collected through the online survey and analyzed through the symmetrical modeling approach of partial least squares structural education modeling to evaluate theoretical associations between the study constructs. The fuzzy set qualitative comparative analysis was employed as an asymmetrical approach. As a result, it was found that the ease of use, lifestyle compatibility, and trust significantly impacted the intention to adopt smart wearable payment devices. However, social influence and facilitating conditions did not support the intention of adopting smart wearable payment devices. Adopting these devices requires policy and infrastructure development to harness the adoption of smart wearable payment devices. This paper is concluded with study limitations and future research suggestions. (shrink)

A connected graph is called Hamilton-connected if there exists a Hamiltonian path between any pair of its vertices. Determining whether a graph is Hamilton-connected is an NP-complete problem. Hamiltonian and Hamilton-connected graphs have diverse applications in computer science and electrical engineering. The detour index of a graph is defined to be the sum of lengths of detours between all the unordered pairs of vertices. The detour index has diverse applications in chemistry. Computing the detour index for a graph is also (...) an NP-complete problem. In this paper, we study the Hamilton-connectivity of convex polytopes. We construct three infinite families of convex polytopes and show that they are Hamilton-connected. An infinite family of non-Hamilton-connected convex polytopes is also constructed, which, in turn, shows that not all convex polytopes are Hamilton-connected. By using Hamilton connectivity of these families of graphs, we compute exact analytical formulas of their detour index. (shrink)

L'ouvrage fait découvrir une philosophie majeure de la liberté. Il dégage dans Levinas la puissante dialectique d'une liberté provoquée par l'extériorité. Celui qui se veut libre est appelé à poursuivre sa libération en se délivrant de lui-même. Avec la philosophie altière de Levinas, on ose penser un altruisme libérateur de soi et de tout autre, associé à une politique de la liberté et de l'égalité. A l'encontre d'idées reçues sur l'un des philosophes français les plus profonds du XXe' siècle, on (...) perçoit dans le texte de Levinas l'exigence d'institutions républicaines qui préservent la liberté de la tentation d'abdiquer par lâcheté, lassitude ou épuisement. Levinas permet de soutenir un rationalisme critique réfractaire à l'esprit de système, qui considère le rapport à l'altérité comme le foyer vivant de la pensée. On s'attache à montrer comment l'engagement rationaliste de Levinas, encore méconnu, s'accompagne d'une contestation radicale de toutes les aliénations. (shrink)

Aujourd'hui inconnu du public, Henri Marion (1846-1896) est avec Ferdinand Buisson l'un des philosophes les plus influents de la révolution scolaire de la IIIe République. Par ses travaux théoriques et son enseignement universitaire de "science de l'éducation", Marion se place au coeur de la rénovation pédagogique voulue par Jules Ferry. Il voit dans la cohérence des trois niveaux de l'instruction publique - primaire, secondaire, supérieur - un principe fondateur de la nouvelle école républicaine. Il se préoccupe de la manière dont (...) l'instituteur et le professeur de lycée "font la classe", avec la conviction que les questions pédagogiques les plus modestes engagent une idée de l'humanité et de la société. Son rationalisme critique le situe au centre des controverses entre positivistes, scientistes, vitalistes et spiritualistes. Théoricien d'une "éducation libérale" fondée sur la raison, il rejette la discipline autoritaire mais soutient les pédagogies de l'effort. Henri Marion associe intimement l'éducation et l'instruction. Philosophe de la solidarité, il repère dans l'individualisme une menace pour l'éducation républicaine et met en avant la portée morale de l'instruction civique. Ses convictions républicaines et son professionnalisme lui font pressentir les dérives technicistes des méthodes pédagogiques prétendument actives et les risques d'un détournement utilitariste de l'éducation nationale. La réflexion philosophique de Marion rappelle que l'école de la IIIe République fut traversée de contradictions qui aident à comprendre les dévoiements et les enjeux de l'éducation du XXIe siècle. (shrink)

La réalité se révèle singulièrement par le « faire instauratif » de l’art, qui lui donne pleine « présence ». Le monde est œuvre à faire : réserve de virtuels, de fantômes à accomplir. L’art, révélateur privilégié du multi-réalisme et son onto-poïétique, réponse à cette polyphonie du fantomal. Sauver l’amorphe a un sens ontologique. Par instauration d’une forme harmonique « questionnante », mais aussi de modes d’existence fictionnels. La poïétique ouvre donc à une énigme en trois volets : « Qu’est-ce (...) qu’une œuvre d’art? », « Qu’est-ce qu’une fiction? », « Qu’est-ce que la réalité? ». Qui convergent dans « l’univers filmique ». La « présence filmophanique » procède d’une triple harmonisation : de l’ intermédialité esthétique, de celle-ci aux aspects diégétiques et profilmiques de la fiction, le tout, à l’œuvre instaurée pour la finalité spectatorielle. Le spectateur n’est pas récepteur passif, mais agent participatif de la co-instauration. Créatrice de monde, la fiction filmique questionne le monde en réalisant l’ontologie de l’être comme multimonde et rouvrant l’interrogation philosophique sur les modes de « l’accomplissement humain ». (shrink)

Strategic orientation and innovation are vital determinants for accelerating the performance of small-to-medium-sized enterprises. However, there is a lack of empirical evidence confirming the innovation at the product and process levels that instigated the SMEs’ performance. Moreover, the mediating effect of process and product innovation can play a significant role in strategic orientation and manufacturing SMEs’ performance. In this respect, this study aims to examine the mediating effect of product and process innovation between strategic orientation and the performance of Malaysian (...) manufacturing SMEs. The questionnaire survey gathered data from 360 manufacturing SMEs and was analyzed using partial least square structural equation modeling to achieve these research objectives. The study analysis established that customer and entrepreneurial orientation significantly influence product and service innovation. However, the market orientation is significant for process innovation but insignificant for product-level innovation among SMEs. The study’s consequences exposed that process innovation has significantly mediated between the strategic orientation and SMEs performance. It implies that market, entrepreneurial, and customer-related strategies would substantially improve SMEs’ performance by harnessing innovation at product and process levels. The core insights provided by the current work are to strengthen the strategic orientation that can promote product and process innovation, thereby harnessing the SMEs’ performance. Additionally, the study’s significance and limitations were reported at the end. (shrink)

Front-line employees (FELs) facing double challenges of handling demanding supervisors and irresponsible customers in organizational settings. Performance of service organizations exceedingly reliant on knowledge sharing within organizational employees. FLEs develop the destructive emotions of revenge attitude from abusive supervision and customers’ mistreatment and diminish knowledge sharing. This work aims to determine the effect of abusive supervision (ABS) and customer mistreatment (CMT) on the development of revenge attitude (RVA) and felt obligation (FTO) reduces the knowledge hiding behaviors. Moreover, the FLEs categorical (...) factors of work experience and gender vary the effect of knowledge hiding. Survey data from 201 FLEs police officers. Structural equation modeling partial least square regression (PLS-SEM) SmartPLS 3.1 was utilized to test the model. Study results confirm that ABS and CMT significantly impact the RVA, and FTO reduces the RVA. Moreover, RVA influences the evasive, playing dumb, and rationalized knowledge hiding behaviors, and FTO significantly streamlined the knowledge hiding behaviors. FLEs personal attributes of experience and gender moderates the knowledge hiding behaviour and analysed with PLS multiple group analysis (MGA). The study contributes to the knowledge hiding in service work settings FLEs facing internal and external pressures. Service firms need to train the FLEs to manage the customer with the established working standards and work with the supervisor exceeding expectations. Study limitations and future research opportunities were reported at the end. (shrink)

The global progress empowers the development of new business and expansion of existing business. The availability of sufficient accounting professional are necessary to manage and document the business activities. However, youth are less inclined to purse accounting as profession to keep the progress of global and local economic development. The current study aimed to explore the formation of the intention to pursue Certified Professional Accountancy Qualification with factor of capabilities, career opportunities, job security with respect to the extended theory of (...) planned behavior, i.e., attitude, subjective norms and perceived behavioral control. The study adopted a cross-sectional design and collected quantitative data from a total of 339 accounting students from Malaysia using an online survey. The finding revealed that capabilities and career opportunities influenced the students’ intention to pursue CPAQ. Meanwhile, perceived behavioral control had significantly affect the students’ decision to pursue CPAQ, which is in line with the TPB. The study concentrated on the importance of these factors in influencing the students’ intention and decision to pursue CPAQ. The study offered vital implications for accounting educators and educational institutions to promote the accounting profession as choice and students engage in pursuing CPAQ. The Malaysian government should encourage and support accounting students financially for pursuing CPAQ by providing job security and enhancing subjective norms that may enable these students to complete the required professional qualifications. The study’s limitations and future research opportunities are documented at the end of this article. (shrink)

This study explored the effect of attitude towards entrepreneurship, need for achievement, risk-taking propensity, proactive personality, self-efficacy, opportunity recognition competency, entrepreneurship education, uncertainty avoidance, and entrepreneurial knowledge on entrepreneurial intention among university students in Malaysia. This quantitative study had adopted the cross-sectional design approach and involved 391 university students in Malaysia via the online survey. The study outcomes revealed that the NFA, PRP, and SLE significantly affect students’ attitudes towards entrepreneurship. Moreover, entrepreneurship education and UNA significantly affect ORC. Finally, ATE (...) has a positive and significant effect on ENIN among university students in Malaysia. As entrepreneurship offers an alternative career path for people seeking economic prosperity and addressing social issues, including unemployment, the government should formulate effective policies and regulations that support entrepreneurship activities. Universities and other institutions should play a pivotal role in providing the proper exposure via entrepreneurship education while honing the essential traits for a career in entrepreneurship. (shrink)

The study examined the effect of celebrity attractiveness, celebrity trustworthiness, and celebrity cause fit on the attitude toward green cosmetics. This was followed by the effect of brand awareness, brand associations, brand loyalty, perceived quality, brand credibility on brand equity, including the impact of attitude toward green cosmetics and brand equity on the willingness to purchase green cosmetics among of young Chinese consumers. This study adopted a cross-sectional design and collected quantitative data from 301 respondents using a structured questionnaire, which (...) was distributed online using various social media platforms. It was found that celebrity attractiveness, celebrity trustworthiness, and celebrity cause-fit had a significant impact on the attitudes toward green cosmetic, while brand loyalty, perceived quality, and brand credibility substantially affected brand equity. Moreover, the attitudes toward green cosmetics and brand equity had a strong impact on the willingness to purchase green cosmetics. To increase the sales for green cosmetics, the advertisements for it should have appeal, trustworthiness, and cause-fit celebrities to improve consumers’ attitudes and willingness to purchase green cosmetics. Finding of this study provide a guideline for green cosmetic manufacturers, to direct their resources to enhance brand loyalty, credibility, and perceived quality of the product they produce by highlighting the difference between conventional and green cosmetics. (shrink)

Statistics education at all levels includes data collected on human subjects. Thus, statistics educators have a responsibility to educate their students about the ethical aspects related to the collection of those data. The changing statistics education landscape has seen instruction moving from being formula-based to being focused on statistical reasoning. The widely implemented Guidelines for Assessment and Instruction in Statistics Education (GAISE) Report has paved the way for instructors to present introductory statistics to students in a way that is both (...) approachable and engaging. However, with technological advancement and the increase in availability of real-world datasets, it is necessary that instruction also integrate the ethical aspects around data sources, such as privacy, how the data were obtained and whether participants consent to the use of their data. In this article, we propose incorporating ethics into established curricula and integrating ethics into undergraduate-level introductory statistics courses based on recommendations in the GAISE Report. We provide a few examples of how to prompt students to constructively think about their ethical responsibilities when working with data. (shrink)

The world is looking toward organizations for social responsibility to contribute to a sustainable environment. Employees’ organizational citizenship behavior for the environment is a voluntary environmental-oriented behavior that is important for organizations’ environmental performance. Based on social learning theory, this study examined the effects of responsible leadership in connection with OCBE by using a sample of 520 employees in the manufacturing and service sectors in China including engine manufacturing, petroleum plants, banking, and insurance sector organizations. Further, the roles of psychological (...) ownership and employee environmental commitment were used as mediators and moderators simultaneously. The direct, mediation, and moderation model results exposed a positive relationship between responsible leadership and OCBE via employee psychological ownership and employee environmental commitment. The study also revealed that the indirect effect is stronger when employees hold a higher employee environmental commitment. The theoretical and practical implications for environmental sustainability in respect of organizations as well as future research directions are discussed. (shrink)

In step with rapid advancements in computer vision, vehicle classification demonstrates a considerable potential to reshape intelligent transportation systems. In the last couple of decades, image processing and pattern recognition-based vehicle classification systems have been used to improve the effectiveness of automated highway toll collection and traffic monitoring systems. However, these methods are trained on limited handcrafted features extracted from small datasets, which do not cater the real-time road traffic conditions. Deep learning-based classification systems have been proposed to incorporate the (...) above-mentioned issues in traditional methods. However, convolutional neural networks require piles of data including noise, weather, and illumination factors to ensure robustness in real-time applications. Moreover, there is no generalized dataset available to validate the efficacy of vehicle classification systems. To overcome these issues, we propose a convolutional neural network-based vehicle classification system to improve robustness of vehicle classification in real-time applications. We present a vehicle dataset comprising of 10,000 images categorized into six-common vehicle classes considering adverse illuminous conditions to achieve robustness in real-time vehicle classification systems. Initially, pretrained AlexNet, GoogleNet, Inception-v3, VGG, and ResNet are fine-tuned on self-constructed vehicle dataset to evaluate their performance in terms of accuracy and convergence. Based on better performance, ResNet architecture is further improved by adding a new classification block in the network. To ensure generalization, we fine-tuned the network on the public VeRi dataset containing 50,000 images, which have been categorized into six vehicle classes. Finally, a comparison study has been carried out between the proposed and existing vehicle classification methods to evaluate the effectiveness of the proposed vehicle classification system. Consequently, our proposed system achieved 99.68%, 99.65%, and 99.56% accuracy, precision, and F1-score on our self-constructed dataset. (shrink)

Respect, which is human virtue by its very nature, is a universal feeling and action. Prestige; it is expressed as being respected, valuable, and reliable. These intertwined concepts draw attention basically for nursing, in which interpersonal interactions stand out compared to other professions. Moreover, while continuing the services in a kind of mobilization environment during the pandemic process that we have been faced with since 11 March 2020 and will obviously be affected for a long time in our country, the (...) most common sense and respectful perspectives and approaches are needed. Respectful actions and respectful practices which are also included in the scope of professional ethics are more strategically important as we experience such a mass and historical human experience in which each of us is responsible for each other's health. The reputation of nursing continues to be formed and differentiated with how this profession is perceived by members of the profession and society, influenced by various processes from past to present. In this article, the change/development of the reputation of the nursing profession during the COVID-19 pandemic period was discussed. (shrink)

Software defects prediction at the initial period of the software development life cycle remains a critical and important assignment. Defect prediction and correctness leads to the assurance of the quality of software systems and has remained integral to study in the previous years. The quick forecast of imperfect or defective modules in software development can serve the development squad to use the existing assets competently and effectively to provide remarkable software products in a given short timeline. Hitherto, several researchers have (...) industrialized defect prediction models by utilizing statistical and machine learning techniques that are operative and effective approaches to pinpoint the defective modules. Tree family machine learning techniques are well-thought-out to be one of the finest and ordinarily used supervised learning methods. In this study, different tree family machine learning techniques are employed for software defect prediction using ten benchmark datasets. These techniques include Credal Decision Tree, Cost-Sensitive Decision Forest, Decision Stump, Forest by Penalizing Attributes, Hoeffding Tree, Decision Tree, Logistic Model Tree, Random Forest, Random Tree, and REP-Tree. Performance of each technique is evaluated using different measures, i.e., mean absolute error, relative absolute error, root mean squared error, root relative squared error, specificity, precision, recall, F-measure, G-measure, Matthew’s correlation coefficient, and accuracy. The overall outcomes of this paper suggested RF technique by producing best results in terms of reducing error rates as well as increasing accuracy on five datasets, i.e., AR3, PC1, PC2, PC3, and PC4. The average accuracy achieved by RF is 90.2238%. The comprehensive outcomes of this study can be used as a reference point for other researchers. Any assertion concerning the enhancement in prediction through any new model, technique, or framework can be benchmarked and verified. (shrink)

The competition in higher education has increased, while lecturers are involved in multiple assignments that include teaching, research and publication, consultancy, and community services. The demanding nature of academia leads to excessive work load and stress among academicians in higher education. Notably, offering the right motivational mix could lead to job satisfaction and performance. The current study aims to demonstrate the effects of extrinsic and intrinsic motivational factors influencing job satisfaction and job performance among academicians working in Malaysian private higher (...) educational institutions. Cross-sectional data were collected from the Malaysian PHEIs and the randomly selected 343 samples. The data analysis was performed with the dual analysis of partial least square structural equation modeling and artificial neural network analysis. As a result, it was found that financial rewards, promotion, performance appraisal, classroom environment, and code of conduct significantly predicted job satisfaction. The code of conduct, autonomy, and self-efficacy strongly influenced job performance. The relationship between job satisfaction and job performance was highly moderated by self-efficacy. It was suggested from the ANN analysis that the three prominent factors influencing job satisfaction are financial rewards, performance appraisal, and code of conduct. The analysis supported three significant factors influencing job performance: self-efficacy, performance appraisal, and code of conduct. The management of PHEIs should build the correct policies to transform job satisfaction into job performance. Self-efficacy plays an essential role in activating job performance. Other significant motivating factors that promote job satisfaction and performance, such as emotional intelligence, mindfulness, and other personal traits, should be included in future studies. In addition, future research could use a mixed-method or multi-respondent approach to investigate the important variables and their impact on lecturers’ job satisfaction and performance. (shrink)

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

Mining social network data and developing user profile from unstructured and informal data are a challenging task. The proposed research builds user profile using Twitter data which is later helpful to provide the user with personalized recommendations. Publicly available tweets are fetched and classified and sentiments expressed in tweets are extracted and normalized. This research uses domain-specific seed list to classify tweets. Semantic and syntactic analysis on tweets is performed to minimize information loss during the process of tweets classification. After (...) precise classification and sentiment analysis, the system builds user interest-based profile by analyzing user’s post on Twitter to know about user interests. The proposed system was tested on a dataset of almost 1 million tweets and was able to classify up to 96% tweets accurately. (shrink)

Context. Social media platforms such as Facebook and Twitter carry a big load of people’s opinions about politics and leaders, which makes them a good source of information for researchers to exploit different tasks that include election predictions. Objective. Identify, categorize, and present a comprehensive overview of the approaches, techniques, and tools used in election predictions on Twitter. Method. Conducted a systematic mapping study on election predictions on Twitter and provided empirical evidence for the work published between January 2010 and (...) January 2021. Results. This research identified 787 studies related to election predictions on Twitter. 98 primary studies were selected after defining and implementing several inclusion/exclusion criteria. The results show that most of the studies implemented sentiment analysis followed by volume-based and social network analysis approaches. The majority of the studies employed supervised learning techniques, subsequently, lexicon-based approach SA, volume-based, and unsupervised learning. Besides this, 18 types of dictionaries were identified. Elections of 28 countries were analyzed, mainly USA and Indian elections. Furthermore, the results revealed that 50% of the primary studies used English tweets. The demographic data showed that academic organizations and conference venues are the most active. Conclusion. The evolution of the work published in the past 11 years shows that most of the studies employed SA. The implementation of SNA techniques is lower as compared to SA. Appropriate political labelled datasets are not available, especially in languages other than English. Deep learning needs to be employed in this domain to get better predictions. (shrink)

The use of slang, abusive, and offensive language has become common practice on social media. Even though social media companies have censorship polices for slang, abusive, vulgar, and offensive language, due to limited resources and research in the automatic detection of abusive language mechanisms other than English, this condemnable act is still practiced. This study proposes USAD, a lexicon-based intelligent framework to detect abusive and slang words in Perso-Arabic-scripted Urdu Tweets. Furthermore, due to the nonavailability of the standard dataset, we (...) also design and annotate a dataset of abusive, offensive, and slang word Perso-Arabic-scripted Urdu as our second significant contribution for future research. The results show that our proposed USAD model can identify 72.6% correctly as abusive or nonabusive Tweet. Additionally, we have also identified some key factors that can help the researchers improve their abusive language detection models. (shrink)