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 Indonesian Ulema Council (MUI) has issued an illegitimate fatwa against smoking in mosques because it endangers the health of worshippers and interferes with the comfort of worshippers. This study aims to investigate smoking behaviour in mosques and violations of fatwas from ulama and governor regulations. This study follows a cross-sectional design conducted by interviewing 531 Muslims who have prayed in the mosque for the last 14 days and observed the compliance of the mosque in implementing a smoke-free policy in (...) 315 mosques. Frequency distribution and cross-tabulation were carried out using JASP 16 software using cross-tabulation. The results of this study indicate that the implementation of the smoke-free policy for mosques in Medan has been violated many times (57.8%), especially the violation regarding smoking in mosques (32.1%); cigarette butts were still found in the yard of the mosque (44.1%). Violations of the policy of fatwa smoke-free areas occurred in public mosques (61%) and muhammadiyah mosques (46.5%). Smoking behaviour in mosques was seen in the last 2 weeks, namely smoking behaviour carried out by worshippers (57.6%), smoking behaviour carried out by mosque administrators (39.2%), smoking behaviour carried out by community leaders in mosques (19.4%) and smoking behaviour that ulemas carried out in mosques (14.3%). Worshippers must comply with the rules against smoking in mosques because it can endanger the health of other worshippers. Cigarette smoke in the mosque will make other worshippers uncomfortable to worship so that it can damage the solemnity of the congregation to worship in the mosque. Contribution: This study is expected to explain smoking behaviour in mosques, violations of smoking behaviour in mosques that violate the ulama’s fatwa regarding smoking behaviour in mosques and the governor’s regulation on smoking behaviour in mosques. (shrink)

The novel coronavirus (COVID-19) has imperatively shaken the behavior of the global financial markets. This study estimated the impact of COVID-19 on the behavior of the financial markets of Europe and the US. The results revealed that the returns of the S&P 500 index have been greatly affected by a lockdown in the US owing to COVID-19. However, the health crisis generated due to the novel coronavirus significantly decreased the stock returns of the Nasdaq Composite index. The results also showed (...) that the economic crisis generated from the pandemic in Spain has had more impact on the IBEX 35 as compared to the health crisis itself. On the other hand, in the long-run, Italy’s stock markets are more affected by the health crisis as contrasted with the economic crisis, while, in the short-run, both lockdown conditions and economic instability lower the stock returns of FTSE MIB. The UK stock markets witnessed that in the short-run, deficiency of health management systems imperatively damaged the stock returns of the London Stock Exchange. The investigation revealed that deficiency of health systems and lockdown conditions have imperatively damaged the structure of financial markets, inferring that sustainable development of these nations is at risk due to COVID-19. The study suggested that governments should allocate more of their budget to the health sector to overcome a health crisis in the future. (shrink)

A passive brain–computer interface based upon functional near-infrared spectroscopy brain signals is used for earlier detection of human drowsiness during driving tasks. This BCI modality acquired hemodynamic signals of 13 healthy subjects from the right dorsolateral prefrontal cortex of the brain. Drowsiness activity is recorded using a continuous-wave fNIRS system and eight channels over the right DPFC. During the experiment, sleep-deprived subjects drove a vehicle in a driving simulator while their cerebral oxygen regulation state was continuously measured. Vector phase analysis (...) was used as a classifier to detect drowsiness state along with sleep stage-based threshold criteria. Extensive training and testing with various feature sets and classifiers are done to justify the adaptation of threshold criteria for any subject without requiring recalibration. Three statistical features along with six VPA features were used. The average accuracies for the five classifiers are 90.9% for discriminant analysis, 92.5% for support vector machines, 92.3% for nearest neighbors, 92.4% for both decision trees, and ensembles over all subjects’ data. Trajectory slopes of CORE vector magnitude and angle: m and m are the best-performing features, along with ensemble classifier with the highest accuracy of 95.3% and minimum computation time of 40 ms. The statistical significance of the results is validated with a p-value of less than 0.05. The proposed passive BCI scheme demonstrates a promising technique for online drowsiness detection using VPA along with sleep stage classification. (shrink)

PurposeThis study aimed to apply “multi-criteria decision approach and attitude-change theory” to examine post-COVID-19 impact on entrepreneurial mindset by investigating the link between entrepreneurs social capital and entrepreneurial success. Specifically, this study analyzed entrepreneurs' dispositional factor as an underlying mechanism to bridge trust and entrepreneurial success. Furthermore, it also analyzed entrepreneurs' situational factor as boundary condition.Design/methodology/approachWe applied time-lagged data collection from 505 industrial entrepreneurs. Survey method was used for data collection. A 7-point Likert scale was used for the respondent response. (...) Hayes developed PROCESS models 4 and 7 were used to test the hypothesis.FindingsThe direct impact of trust on three elements of the ecosystem was found significantly positive on both startup behavior and entrepreneurial success. The direct impact of startup behavior on entrepreneurial success is also significantly positive. The impact of startup behavior on indirect mediation between trust and entrepreneurial success is visibly positive. The moderated and moderated mediation impact of entrepreneurial strategy found positively significant at low and medium values. However, this study found an insignificant moderated impact at high values of entrepreneurial strategy between trust on media and startup behavior. Furthermore, this study also found insignificant moderated mediation impact at high values of entrepreneurial strategy by interacting with two elements of ecosystem through startup behavior on entrepreneurial success.Originality/valueThe authors suggested that startup behavior is an underlying mechanism through which industrial entrepreneurs trust achieved desired entrepreneurial success. The authors also suggested that the influencing role of “low level of entrepreneurial strategy” in comparison with “high level entrepreneurial strategy” is more helpful to achieve entrepreneurial success.ImplicationsThis study contributed to the literature on entrepreneurial strategy for its conditional indirect moderated impact on startup behavior and moderated mediation impact on firm entrepreneurial success. It also contributed to owners of the manufacturing industry for their startup behavior as an underlying mechanism through which trust influences entrepreneurial success. (shrink)

This article compares the elucidation of the semantic structure and fixity of a number of key terms and concepts of the Qur'an by two contemporary scholars, Toshihiko Izutsu (1914-1993) and Syed Muhammad Naquib al-Attas (1931--), with that of al-Raghib al-Isfahani (d. ca 443/1060), the author of the celebrated Kitab al-mufradat fi gharib al-Qur'an. By 'key terms and concepts' are meant those words used by the Qur'an which play a decisive role in making up the basic conceptual structure of the (...) Qur'anic worldview. The article shows how the Qur'an profoundly changed and subsequently fixed the meaning of Arabic terms, particularly those key terms relating to religion and ethics, and it highlights the fact that the contemporary semantic analysis of the Qur'anic vocabulary has its precedent in the fifth/eleventh century. (shrink)

This study aims to discuss the historiography of standing up Maḥallu al-Qiyām in the cultural expression in Indonesia. This research is classified as qualitative research with a historical approach method reinforced with documentation, interview and observation. To deepen the meaning of Maḥallu al-Qiyām using analysis using the symbolic interpretive theory of Clifford Geertz. Interestingly, the tradition of Maḥallu al-Qiyām becomes a symbolic meaning of the expression of homage to the Prophet Muhammad and has the content of Maḥabbah teachings to (...) the Prophet. This research concluded that standing up Maḥallu al-Qiyām began when Sheikh Tajuddin as-Subkhi started his stand while reading the Prophet’s Mawlīd as a symbol of respect for the Prophet Muhammad. The Maḥallu al-Qiyām has various forms of celebration as a cultural expression in Indonesia, manifested in various forms of celebration in Javanese cultures, such as muludan, srakalan, kekahan, temu manten, manakiban, sema’an al-Qur’an, and respect for newly arrived ulama.Contribution: This article has contributed to discovering the traditions that developed in Indonesia, which intersected with Maḥallu al-Qiyām, thus identifying some expressions of Javanese culture in whose dialectic with standing Maḥallu al-Qiyām. (shrink)

Scientists cannot devise theories, construct models, propose explanations, make predictions, or even carry out observations, without first classifying their subject matter. The goal of scientific taxonomy is to come up with classification schemes that conform to nature's own. Another way of putting this is that science aims to devise categories that correspond to 'natural kinds.' The interest in ascertaining the real kinds of things in nature is as old as philosophy itself, but it takes on a different guise when one (...) adopts a naturalist stance in philosophy, that is when one looks closely at scientific practice and takes it as a guide for identifying natural kinds and investigating their general features. This Element surveys existing philosophical accounts of natural kinds, defends a naturalist alternative, and applies it to case studies in a diverse set of sciences. This title is also available as Open Access on Cambridge Core. (shrink)

"Ruh Üzerine Yazılar" içinde, Berk Özcangiller (ed.), Alfa Yayınları, 2021.

Parmenides plays an important role in the first section of Hegel’s Science of Logic due to his definition of being as a pure thought-determination. This article investigates, first, how Hegel conceives the Parmenidean being. Secondly, by discussing Hegel's logical analysis of pure being and pure nothing, it aims to show why and how such conception of being, according to Hegel, provides a crucial insight into the function of the understanding.

Tourism, as an industry, has become one of the most dynamic sectors of the world economy these days and has specific features that are different from other industries. In the tourism industry, production and consumption points occur spatially at the same time. In addition, the tourism industry contributes to the economic growth of developed regions and can simultaneously distribute the wealth created geographically. It is notable that the coronavirus disease 2019 (COVID-19) pandemic has caused many challenges in the tourism industry (...) regarding the presence of tourists in tourism centres and the closing of all tourism service chains, including food, entertainment, transportation and travel services worldwide. Tourism-related businesses, which are considered as invisible export and one of the engines of development and occupation, have been rendered obsolete. In other words, the businesses, as well as multiple units and activities in the related chain, have been damaged and employees of this industry have lost their jobs. This has led to the recession and regressive course of the developing and large industry of tourism in the world. It is worth noting that the tourism industry includes various sections, the most important of which is religious tourism. All religions in the world have different religious places, works, traditions and customs, which have become amongst the most important tourist attractions. Meanwhile, Muslims and the religion of Islam play a significant role in this branch of tourism. The Hajj, pilgrimage to holy places and the existence of mourning ceremonies or religious celebrations of Muslims are amongst the largest religious tourism events in the world. Given the importance of this issue, the present study aimed to evaluate the impact of the COVID-19 pandemic on religious tourism in Iraq in 2021. This field study was conducted on 4500 Muslim managers and staff of restaurants, hotels, grocery stores, clothing stores and souvenir shops around the holy shrines of imams and religious places in Karbala, Najaf, Kufa, Samarra and Kazemi. According to the results, the tourism of Iraq, which is mainly limited to Muslim religious sites in several major Iraqi cities, has also seen a decline in the number of religious tourists. The negative effects of COVID-19 on religious tourism have also been proved statistically by the Statistical Package for the Social Sciences (SPSS), as µ ≥ 3 has been counted in all indices.Contribution: Our findings offered new insights into the impact of COVID-19 on tourism, based on statistical analysis. In this study, the authors showed how COVID-19 affects various aspects of religious tourism, which has not been addressed in previous researches. (shrink)

Most philosophers agree that causal knowledge is essential to decision-making: agents should choose from the available options those that probably cause the outcomes that they want. This book argues against this theory and in favour of evidential or Bayesian decision theory, which emphasises the symptomatic value of options over their causal role. It examines a variety of settings, including economic theory, quantum mechanics and philosophical thought-experiments, where causal knowledge seems to make a practical difference. The arguments make novel use of (...) machinery from other areas of philosophical inquiry, including first-person epistemology and the free will debate. The book also illustrates the applicability of decision theory itself to questions about the direction of time and the special epistemic status of agents. (shrink)

This article offers the concept of `global modernity' (in the singular) as a way to understand the contemporary world. It suggests that the concept helps overcome the teleology implicit in a term such as globalization, while it also recognizes global difference and conflict, which are as much characteristics of the contemporary world as tendencies toward unity and homogenization. These differences, and the appearance of `alternative' or `multiple' modernities, it suggests, are expressions, and articulations, of the contradictions of modernity which are (...) now universalized across, as well as within, societies. If we are to speak of alternative or multiple modernities, which presently valorize the persistence of traditions and `civilizational' legacies, we need to recognize that the very language of alternatives and multiplicity is enabled historically by the presupposition of a common modernity shaped by a globalizing capitalism. (shrink)

The discussion develops Edward Said's thesis of orientialism. Said approached "orientalism" as a construction of Asia by Europeans, and a problem in Euro-American modernity. This essay argues that, from the beginning, Asians participated in the construction of the orient, and that orientalism therefore should be viewed as a problem in Asian modernities as well. The essay utilizes Mary Louise Pratt's idea of "contact zones" to argue that orientalism was a product of the circulation of Euro-American and Asian intellectuals in these (...) contact zones, or borderlands. While orientalism has been very much implicated in power relations between Euro-America and Asia, the question of power nevertheless should be separated analytically from the construction of orientalism. In support of this argument, the essay points to the contemporary "self-orientalization" of Asian intellectuals, which is a manifestation not of powerlessness but newly-acquired power. (shrink)

A remarkable collection of interviews and dialogues that discuss culture, ideology, history, Marxism, modernity, post-modernity, post-colonialism, globalization, and the role of the university and the intellectual in today's society.

Evidential Decision Theory is a radical theory of rational decision-making. It recommends that instead of thinking about what your decisions *cause*, you should think about what they *reveal*. This Element explains in simple terms why thinking in this way makes a big difference, and argues that doing so makes for *better* decisions. An appendix gives an intuitive explanation of the measure-theoretic foundations of Evidential Decision Theory.

In recent years, many Small Island Developing State governments have worked to increase openness and transparency of their transactions as a means to enhance efficiency and reduce corruption in their economies. In order to achieve a cost-effective and efficient strategy to implement a transparent government, Information Communication Technologies offer an opportunity of virtualization by deploying e-government services to promote transparency, accountability and consistency in the public sector and to minimize corruption. This paper explores the potential impact of government virtualization by (...) SIDS and against corruption by comparing the corruption perception index rates of 15 SIDS countries. The CPI relates to the degree by which corruption is perceived to exist among public officials and politicians by business people and country analysts. In order to reveal the long-term impact of virtual deployment and its consequences on corruption, an in-depth case analysis based on the CPI index rates was conducted on the deployment of the e-government system in Cyprus. (shrink)

This paper aims to analyze historical evolution, and perspective vis-à-vis prospects of tourism development in Pakistan, especially in the wake of ongoing CPEC projects. It is a well-known fact that development of tourism over the years has been greatly influenced by the overall human development, therefore industrial revolution led to the development of economic corridors, integration and connectivity among societies. Consequently, industrial society initiated the process of globalization and activities of mass tourism. However, owing to rapid technological advancements postmodern society (...) started looking for personalized and diverse tourism products. Travel and tourism is one of the leading industries that is contributing to the World economy in a big way. It has phenomenal economic impact including transportation, entertainment, accommodation and other related aspects. However, despite having an abundance of cultural resources, Pakistan ranks abysmally low on travel and tourism competitiveness index developed by the World economic forum. Besides hosting six UNESCO World heritage sites and host of other attractions, Pakistan is only harvesting 2.7 % from the tourism industry to its GDP as compared to its 10% contribution to World GDP. Thus, huge potential awaits tapping with commitment and ingenuity. (shrink)

In this paper I offer a unified causal account of natural kinds. Using as a starting point the widely held view that natural kind terms or predicates are projectible, I argue that the ontological bases of their projectibility are the causal properties and relations associated with the natural kinds themselves. Natural kinds are not just concatenations of properties but ordered hierarchies of properties, whose instances are related to one another as causes and effects in recurrent causal processes. The resulting account (...) of natural kinds as clusters of core causal properties that give rise to clusters of derivative properties enables us to distinguish genuine natural kinds from non-natural kinds. For instance, it enables us to say why some of the purely conventional categories derived from the social domain do not correspond to natural kinds, though other social categories may. (shrink)

Text and Context: Quran and Contemporary Challenges is a compilation of Arif Mohammed Khan s thought-provoking articles published in various newspapers and magazines. It is a comprehensive understanding of the Message and Spirit of Quran and Prophetic Tra.

Virtue signaling serves to express moral and ethical values publicly, showcasing commitment to social and sustainable ideals. This research, conducted with non-WEIRD samples to mitigate the prevalent WEIRD bias (i.e., the tendency to solely rely on samples from Western, educated, industrialized, rich, and democratic societies), examines whether the scarcely studied virtue-signaling construct mediates the influence of consumers’ attachment anxiety (vs. avoidance) on their green purchase behavior and prosocial responses. Drawing on attachment theory and the emerging virtue-signaling literature, the current work (...) reports the results from three studies (_N_ total = 898) in which consumers’ attachment patterns were not only measured, as in most prior related research, but also manipulated. Study 1 confirmed the unique ability of measured attachment anxiety, but not attachment avoidance, to predict consumers’ green purchase behavior and prosocial tendencies, with virtue signaling mediating these links. Study 2 manipulated participants’ attachment patterns, finding further support for the mediating role of virtue signaling between attachment anxiety (vs. avoidance) and these dependent variables. Study 3 provided a more nuanced account for our virtue-signaling conceptualization by documenting that self-oriented, but not other-oriented, virtue signaling mediated the link between attachment anxiety and both our key outcomes in public contexts. From a managerial viewpoint, these findings indicate that anxiously attached consumers constitute a potentially lucrative segment for companies seeking to expand their market share of sustainable and ethically produced products. (shrink)

The Belt and Road initiative was announced in 2013 under the administration of China’s President, Xi Jinping. It was designed to fulfill the aim of interconnecting Asia, Europe, and Africa through reliable connectivity networks. In reaction to it, the 47th summit of G7 in June 2021 has given a response to this Chinese Initiative with the idea of Build Back Better World. G7 tried to show that the world can have an alternative to BRI. The main objective of the study (...) is to compare the feasibility of these two massive infrastructural projects. It is a qualitative document analysis of the previously published material on the related theme, that highlighted a competition of economic supremacy between the US and China. The research finds that BRI is gaining enough popularity as compared to B3W in the eyes of the world specifically in connecting different regions. (shrink)

The notion of 'natural kinds' has been central to contemporary discussions of metaphysics and philosophy of science. Although explicitly articulated by nineteenth-century philosophers like Mill, Whewell and Venn, it has a much older history dating back to Plato and Aristotle. In recent years, essentialism has been the dominant account of natural kinds among philosophers, but the essentialist view has encountered resistance, especially among naturalist metaphysicians and philosophers of science. Informed by detailed examination of classification in the natural and social sciences, (...) this book argues against essentialism and for a naturalist account of natural kinds. By looking at case studies drawn from diverse scientific disciplines, from fluid mechanics to virology and polymer science to psychiatry, the author argues that natural kinds are nodes in causal networks. On the basis of this account, he maintains that there can be natural kinds in the social sciences as well as the natural sciences. (shrink)

Few countries have been so transformed in recent decades as China. With a dynamically growing economy and a rapidly changing social structure, China challenges the West to understand the nature of its modernization. Using postmodernism as both a global frame of periodization and a way to break free from the rigid ideology of westernization as modernity, this volume’s diverse group of contributors argues that the Chinese experience is crucial for understanding postmodernism. Collectively, these essays question the implications of specific phenomena, (...) like literature, architecture, rock music, and film, in a postsocialist society. Some essays address China’s complicity in—as well as its resistance to—the culture of global capitalism. Others evaluate the impact of efforts to redefine national culture in terms of enhanced freedoms and expressions of the imagination in everyday life. Still others discuss the general relaxation of political society in post-Mao China, the emergence of the market and its consumer mass culture, and the fashion and discourse of nostalgia. The contributors make a clear case for both the historical uniqueness of Chinese postmodernism and the need to understand its specificity in order to fully grasp the condition of postmodernity worldwide. Although the focus is on mainland China, the volume also includes important observations on social and cultural realities in Hong Kong and Taiwan, whose postmodernity has so far been confined—in both Chinese and English-speaking worlds—to their economic and consumer activities instead of their political and cultural dynamism. First published as a special issue of boundary 2, Postmodernism and China includes seven new essays. By juxtaposing postmodernism with postsocialism and by analyzing China as a producer and not merely a consumer of the culture of the postmodern, it will contribute to critical discourses on globalism, modernity, and political economics, as well as to cultural and Asian studies. Contributors. Evans Chan, Arif Dirlik, Dai Jinhua, Liu Kang, Anthony D. King, Jeroen de Kloet, Abidin Kusno, Wendy Larson, Chaoyang Liao, Ping-hui Liao, Sebastian Hsien-hao Liao, Sheldon Hsiao-peng Lu, Wang Ning, Xiaobing Tang, Xiaoying Wang, Chen Xiaoming, Xiaobin Yang, Zhang Yiwu, Xudong Zhang. (shrink)

Challenges to the conventional study of history have been raised by the recent paradigm of globalization and by new intellectual transformations linked to postmodernism and postcolonialism. In this book the noted historian Arif Dirlik argues for a new approach to the practice of historical research. Moving beyond mere critique, he synthesizes traditional historical methods with new approaches that emphasize historical memory, indigenous writing, place based history, and the dual processes of integration and fragmentation in a globalized world.

Saba Mahmood’s anthropological work studies the gain in skills, agency and capacity building by the women’s dawa movement in Egypt. These women increase their virtue toward the goal of piety by following dominant, often patriarchal norms. Mahmood argues that “teleological feminism” ignores this gain in agency because this kind of feminism only focuses on opposition or resistance to these norms. In this paper I defend Mahmood’s “anti-teleological” feminist work from criticisms that her project valorizes oppression and has no vision for (...) a nonoppressive feminist future. I argue the future envisioned by teleological feminists gets caught in “the Hegelian” trap of replicating past oppression in their feminist future. I find in Mahmood’s work the tools to escape this trap. I argue, rather than a movement of overcoming oppression, Mahmood’s work suggests an immanent and creative movement that emphasizes difference for a truly new future. I turn to a Bergsonian metaphor and argue that this movement can be seen as akin to the movement of biological evolution. I conclude using the work of Eve Sedgwick that the Egyptian women that Mahmood studies are being read in a “paranoid” fashion and demonstrate using Leila Ahmed a better “reparative” reading of these women. (shrink)

You should rather play hide-and-seek against someone who cannot predict where you hide than against someone who can, as the article illustrates in connection with a high-stakes example. Causal Decision Theory denies this. So Causal Decision Theory is false.