Accurate statistical analysis of Fortnite gameplay data is essential for improving gaming strategies and performance. In this study, we present a novel approach to analyze Fortnite statistics using machine learning techniques. Our dataset comprises a wide range of gameplay metrics, including eliminations, assists, revives, accuracy, hits, headshots, distance traveled, materials gathered, materials used, damage taken, damage to players, damage to structures, and more. We collected this dataset to gain insights into Fortnite player performance and strategies. The proposed model employs advanced (...) machine learning algorithms and data preprocessing techniques. We aim to identify key performance indicators and influential factors that contribute to Fortnite success. By exploring patterns and relationships within the dataset, our model can provide valuable insights into gameplay optimization. Our research involves feature analysis to determine the most influential factors in predicting Fortnite performance. These factors include eliminations, assists, revives, accuracy, hits, headshots, distance traveled, materials gathered, materials used, damage taken, damage to players, damage to structures, and more. By understanding the impact of these factors, we aim to help Fortnite players enhance their skills and strategies. Through extensive training and validation of our machine learning model, we achieved remarkable results, with an accuracy rate of [Your Accuracy Rate]% and an average error of [Your Average Error]. This research not only provides valuable insights into Fortnite gameplay but also offers a foundation for future research in the field of esports analytics and performance optimization. (shrink)

As a type of evidence glass can be very useful contact trace material in a wide range of offences including burglaries and robberies, hit-and-run accidents, murders, assaults, ram-raids, criminal damage and thefts of and from motor vehicles. All of that offer the potential for glass fragments to be transferred from anything made of glass which breaks, to whoever or whatever was responsible. Variation in manufacture of glass allows considerable discrimination even with tiny fragments. In this study, we worked glass classification (...) and testing of artificial neural network model created by the JustNN. The aim of the study is help investigator in identifying the type of glass found in arena of the crime. The Neural Network model was trained and validated using the type of glass dataset. The accuracy of model in predicting the type of glass reached 96.7%. Thus neural network is suitable for predicating type of glasses. (shrink)

Can democracy be at once radical and Islamic? In this paper I argue that it can. My argument is based on a comparison and contrast of certain aspects in the social-political thought of two contemporary authors: Axel Honneth who defends a particular conception of radical democracy, and Rached al-Ghannouchi who defends a particular conception of the Islamic state. I begin with Honneth’s early articulation of his model of radical democracy as reflexive cooperation, which he presents as an alternative that reconciles (...) Arendtian republicanism and Habermasian proceduralism while avoiding their weaknesses. I also refer to his more mature conception of democracy by way of highlighting his understanding of democracy as a process of constituting civil society. This is significant for the purposes of this paper since it forms the most important link between Honneth’s radical democracy and Ghannouchi’s Islamic model of political rule. I then introduce Ghannouchi’s theoretical account of the Islamic state with a focus on his conception of shura (consultation) in order to bring to the fore both the similarities and dissimilarities with Honneth’s theory of democracy. By this point I will have identified Islamic resources for a conception of democracy that, like Honneth’s democracy as reflexive cooperation, shares with proceduralism an instrumental view of democratic procedures, and with republicanism a strong connection between the pre-political social level and politics. Next, I ask whether this conception of radical Islamic democracy can square its dual commitment to pluralism and Islamic unity. Again, I draw on Ghannouchi’s thought to respond to the challenge, doing so in a way that brings out the agonistic dimension in radical Islamic democracy. I conclude by making explicit how radical Islamic democracy carves out a conceptual space in which proceduralist, republican and agonistic features are combined. (shrink)

A small but growing number of studies have aimed to understand, assess and reduce existential risks, or risks that threaten the continued existence of mankind. However, most attention has been focused on known and tangible risks. This paper proposes a heuristic for reducing the risk of black swan extinction events. These events are, as the name suggests, stochastic and unforeseen when they happen. Decision theory based on a fixed model of possible outcomes cannot properly deal with this kind of event. (...) Neither can probabilistic risk analysis. This paper will argue that the approach that is referred to as engineering safety could be applied to reducing the risk from black swan extinction events. It will also propose a conceptual sketch of how such a strategy may be implemented: isolated, self-sufficient, and continuously manned underground refuges. Some characteristics of such refuges are also described, in particular the psychosocial aspects. Furthermore, it is argued that this implementation of the engineering safety strategy safety barriers would be effective and plausible and could reduce the risk of an extinction event in a wide range of possible scenarios. Considering the staggering opportunity cost of an existential catastrophe, such strategies ought to be explored more vigorously. (shrink)

In many areas, technology has facilitated many things, diagnosing diseases, regulating traffic and teaching students in schools rely on Intelligent systems to name a few. At present, traditional classroom-based education is no longer the most appropriate in schools. From here, the idea of intelligent e-learning for students to increase their culture and keep them updated in life began. E-learning has become an ideal solution, relying on artificial intelligence, which has a footprint in this through the development of systems based on (...) education without a teacher taking into account the individual differences of students. This study describes intelligent tutoring system for teaching the Data Manipulation Language (DML) Commands Using SQLite to non IT students to overcome the difficulties they face. The System was built as education system by using the researcher own authoring tool that based on mobile and web App. The basic idea of this system is a systematic introduction into the concept of Database and its DML query. The system presents the topic of DML Commands, help student to execute what they are learn from the system content using the practical part of the system and administers automatically adapted at run time to the student’s individual growth. The system was assessed by a group of teachers and students and the outcome showed as 91% from the database specialists, 94% from Diploma students group and 89% from the secondary school students group. (shrink)

On one popular view, the general covariance of gravity implies that change is relational in a strong sense, such that all it is for a physical degree of freedom to change is for it to vary with regard to a second physical degree of freedom. At a quantum level, this view of change as relative variation leads to a fundamentally timeless formalism for quantum gravity. Here, we will show how one may avoid this acute ‘problem of time’. Under our view, (...) duration is still regarded as relative, but temporal succession is taken to be absolute. Following our approach, which is presented in more formal terms in, it is possible to conceive of a genuinely dynamical theory of quantum gravity within which time, in a substantive sense, remains. 1 Introduction1.1 The problem of time1.2 Our solution2 Understanding Symmetry2.1 Mechanics and representation2.2 Freedom by degrees2.3 Voluntary redundancy3 Understanding Time3.1 Change and order3.2 Quantization and succession4 Time and Gravitation4.1 The two faces of classical gravity4.2 Retaining succession in quantum gravity5 Discussion5.1 Related arguments5.2 Concluding remarks. (shrink)

Since the publication of Clark and Chalmers' Extended Mind paper, the central claims of that paper, viz. the thesis that cognitive processes and cognitive or mental states extend beyond the brain and body, have been vigorously debated within philosophy of mind and philosophy of cognitive science. Both defenders and detractors of these claims have since marshalled an impressive battery of arguments for and against “active externalism.” However, despite the amount of philosophical energy expended, this debate remains far from settled. We (...) argue that this debate can be understood as answering two metaphysical questions. Yet prominent voices within the debate have assumed that there is a tight relationship between these two questions such that one question can be answered via the other. We defend an alternative ‘wide’ view, whereby mentality is understood as constituted by wide social and cultural factors. Our wide view entails that the two metaphysical questions are separate and should be kept distinct. This suggests that active externalism as understood by prominent voices within that debate requires dissolution, rather than solution. However, if the debate were instead understood as only focusing on the second of the two questions, then there could be a possible future for this debate. (shrink)

To demarcate the limits of experimental knowledge, we probe the limits of what might be called an experiment. By appeal to examples of scientific practice from astrophysics and analogue gravity, we demonstrate that the reliability of knowledge regarding certain phenomena gained from an experiment is not circumscribed by the manipulability or accessibility of the target phenomena. Rather, the limits of experimental knowledge are set by the extent to which strategies for what we call ‘inductive triangulation’ are available: that is, the (...) validation of the mode of inductive reasoning involved in the source-target inference via appeal to one or more distinct and independent modes of inductive reasoning. When such strategies are able to partially mitigate reasonable doubt, we can take a theory regarding the phenomena to be well supported by experiment. When such strategies are able to fully mitigate reasonable doubt, we can take a theory regarding the phenomena to be established by experiment. There are good reasons to expect the next generation of analogue experiments to provide genuine knowledge of unmanipulable and inaccessible phenomena such that the relevant theories can be understood as well supported. This article is part of a discussion meeting issue ‘The next generation of analogue gravity experiments’. (shrink)

This paper introduces the reconciliation as well as an analysis of the divide between contemporary and classical aesthetics in architecture. The analysis outlines the segmentation as one of the standards rather than of aesthetic appeal, concluding with a proposal for the reconciliation by means of integrating modern and contemporary art into today’s architecture. This reconciliation would not only serve as an artistic take on architecture but also raise awareness of the subjectivity of beauty in architecture. In the conclusion of this (...) paper, there are highlighted illustrations demonstrating the picturesque outcome of using this proposed method of integration. (shrink)

The purpose of this study was to evaluate the differentiated learning training program at the mathematics subject teachers' meeting (MGMP). A descriptive quantitative approach was used to identify the successes of the program and areas that require improvement. The sample included 21 mathematics teachers in Sub Rayon 2 of Lebak District. The instruments used were questionnaires in which data on participants' responses to resource persons, materials, and suggestions for future activities were collected, and the results of direct observations. Data analysis (...) was carried out using descriptive statistical methods to describe the overall evaluation results. Based on the findings, it is expected to provide an in-depth view of the differentiated learning program, contribute to the development of the program in the future, and become a guideline for improving the quality of mathematics learning in the Lebak district. The results of this training program evaluation show that the differentiated learning training activities have been well implemented in MGMP Mathematics Sub Rayon 2 Lebak District. This is evidenced by the level of teacher satisfaction in participating in the training, the majority of which were at scores 4 and 5, namely agreeing and strongly agreeing. This was also the case with the resource persons, materials, and training facilities, and organization. It is hoped that in the future continue to carry out ongoing training related to differentiated learning by current needs and to improve the competence of mathematics teachers in particular, as well as teachers of other subjects in general. (shrink)

Tourism literature has shown there is a disagreement amongst academics conducting tourism research as to whether tourism is an academic community, academic study, and/or academic discipline. These three terms are used loosely and change in meaning depending upon the author, source, context, and discipline of the author(s). The following paper identifies tourism’s current position in academia using these three ideas of academic acceptance as tools to guide the discussion. Also guiding the discussion are ideas from tourism scholars and Kuhn’s ideas (...) of what constitutes a discipline. The discussion leads to a debate about “truths” in tourism research. Recommendations regarding the advancement of tourism in academia via theory construction in the academic field of tourism are presented. (shrink)

We develop and apply a multi-dimensional conception of explanatory depth towards a comparative analysis of inflationary and bouncing paradigms in primordial cosmology. Our analysis builds on earlier work due to Azhar and Loeb (2021) that establishes initial condition fine-tuning as a dimension of explanatory depth relevant to debates in contemporary cosmology. We propose dynamical fine-tuning and autonomy as two further dimensions of depth in the context of problems with instability and trans-Planckian modes that afflict bouncing and inflationary approaches respectively. In (...) the context of the latter issue, we argue that the recently formulated trans-Planckian censorship conjecture leads to a trade-off for inflationary models between dynamical fine-tuning and autonomy. We conclude with the suggestion that explanatory preference with regard to the different dimensions of depth is best understood in terms of differing attitudes towards heuristics for future model building. (shrink)

As healthcare technologies rapidly progress, a paramount concern arises: are individuals adequately prepared for the current challenges accompanying these advancements? Despite regulatory measures in place, the persistent issue of privacy demands heightened attention and prioritization. This essay aims to consistently underscore the significance of privacy in the evolving landscape of healthcare technologies, fostering a future where the advantages of these innovations are managed with responsibility. We present an ethical analysis addressing privacy apprehensions in emerging healthcare technologies, accompanied by recommendations for (...) viable solutions to address these pressing concerns. It is concluded that hasty acceptance of new healthcare technology should be resisted, advocating instead for the allocation of resources and time to address privacy issues associated with emerging healthcare innovations. This commitment is indispensable for the well-being of patients, healthcare providers, technology enterprises, policymakers, activists, and the public. (shrink)

We conduct a case study analysis of a proposal for the emergence of time based upon the approximate derivation of three grades of temporal structure within an explicit quantum cosmological model which obeys a Wheeler-DeWitt type equation without an extrinsic time parameter. Our main focus will be issues regarding the consistency of the approximations and derivations in question. Our conclusion is that the model provides a self-consistent account of the emergence of chronordinal, chronometric and chronodirected structure. Residual concerns relate to (...) explanatory rather than consistency considerations. (shrink)

New Muslim movements in South India, such as the Solidarity Youth movement, re-formulated Muslim priorities towards human rights, democracy, development, environmental activism, and minorities. I read Solidarity Youth Movement as proposing an ethic of Islam’s conception of justice, while also drawing inspiration from the influential Islamist Abul A’la Maududi. Focusing on jurisprudential debates, I look at the ways in which Maududi’s intervention informs the praxis of Solidarity Youth Movement. This paper seeks the possibility of examining their activism as an instance (...) of juristic deliberation, linked to the revival of maqāṣid al-sharī’ah in the latter part of the twentieth century. I suggest a reading of their maqāṣid approach, born out of praxis in a Muslim minority context, as potentially informing the development of fiqh al-aqalliyah. (shrink)

Abstract: The integration of Artificial Intelligence (AI) into educational technology has revolutionized learning through Intelligent Tutoring Systems (ITS). These systems harness AI to deliver personalized, adaptive instruction that caters to individual student needs, thereby enhancing learning outcomes and engagement. This paper explores the evolution and impact of ITS, highlighting key AI technologies such as machine learning, natural language processing, and adaptive algorithms that underpin their functionality. By examining various case studies and applications, the paper illustrates how ITS have transformed traditional (...) educational practices and identifies the challenges and limitations associated with their implementation, including data privacy concerns and system biases. The discussion also extends to future directions in ITS development, emphasizing emerging trends and potential advancements. Ultimately, this paper aims to provide a comprehensive understanding of how ITS leverage AI to enhance educational experiences and propose pathways for future research in this dynamic field. (shrink)

Parkinson's Disease (PD) is a long-term degenerative disorder of the central nervous system that mainly affects the motor system. The symptoms generally come on slowly over time. Early in the disease, the most obvious are shaking, rigidity, slowness of movement, and difficulty with walking. Doctors do not know what causes it and finds difficulty in early diagnosing the presence of Parkinson’s disease. An artificial neural network system with back propagation algorithm is presented in this paper for helping doctors in identifying (...) PD. Previous research with regards to predict the presence of the PD has shown accuracy rates up to 93% [1]; however, accuracy of prediction for small classes is reduced. The proposed design of the neural network system causes a significant increase of robustness. It is also has shown that networks recognition rates reached 100%. (shrink)

Abstract: English language teaching is very important because of the global status of English. English language teaching is a process that requires great efforts on the part of all the participants. Classroom interactions, activities, textbooks are the most important elements of teaching process for the aims and objectives of a course. Main objective of this study is to discover English language teaching skills in primary schools of union council Kumb Taluka Kotdiji, District Khairpur Mir’s. The Questionnaire was prepared for teachers (...) to explore the different aspects of teaching English skills and teachers’ skills, (Training, teacher qualifications regarding English, English teaching methodologies). The questionnaire identifies teacher training and instructional materials. A sample of 20 teachers (both male and female) were selected from different schools of union council Kumb Taluka Kotdiji, District Khairpur Mir’s. The data obtained was tabulated and analyzed by the percentage. (shrink)

Some time ago, Joel Katzav and Brian Ellis debated the compatibility of dispositional essentialism with the principle of least action. Surprisingly, very little has been said on the matter since, even by the most naturalistically inclined metaphysicians. Here, we revisit the Katzav–Ellis arguments of 2004–05. We outline the two problems for the dispositionalist identified Katzav in his 2004 , and claim they are not as problematic for the dispositional essentialist at it first seems – but not for the reasons espoused (...) by Ellis. (shrink)

Generalized Darwinism models cultural development as an evolutionary process, where traits evolve through variation, selection, and inheritance. Inheritance describes either a discrete unit’s transmission or a mixing of traits. In this article, we compare classical models of cultural evolution and generalized population dynamics with respect to blending inheritance. We identify problems of these models and introduce our model, which combines relevant features of both. Blending is implemented as success-based social learning, which can be shown to be an optimal strategy.

In an illuminating article, Claus Beisbart argues that the recently-popular thesis that the probabilities of statistical mechanics (SM) are Best System chances runs into a serious obstacle: there is no one axiomatization of SM that is robustly best, as judged by the theoretical virtues of simplicity, strength, and fit. Beisbart takes this 'no clear winner' result to imply that the probabilities yielded by the competing axiomatizations simply fail to count as Best System chances. In this reply, we express sympathy for (...) the 'no clear winner' thesis. However, we argue that an importantly different moral should be drawn from this. We contend that the implication for Humean chances is not that there are no SM chances, but rather that SM chances fail to be sharp. (shrink)

Parkinson's Disease (PD) is a long-term degenerative disorder of the central nervous system that mainly affects the motor system. The symptoms generally come on slowly over time. Early in the disease, the most obvious are shaking, rigidity, slowness of movement, and difficulty with walking. Doctors do not know what causes it and finds difficulty in early diagnosing the presence of Parkinson’s disease. An artificial neural network system with back propagation algorithm is presented in this paper for helping doctors in identifying (...) PD. Previous research with regards to predict the presence of the PD has shown accuracy rates up to 93% [1]; however, accuracy of prediction for small classes is reduced. The proposed design of the neural network system causes a significant increase of robustness. It is also has shown that networks recognition rates reached 100%. (shrink)

The evaluation of universities from different perspectives is important for their scientific development. Analyzing the scientific papers of a university under the bibliometric approach is one main evaluative approach. The aim of this study was to conduct a bibliometric analysis and visualization of papers published by Hamadan University of Medical Science (HUMS), Iran, during 1992-2018. This study used bibliometric and visualization techniques. Scopus database was used for data collection. 3753 papers were retrieved by applying Affiliation Search in Scopus advanced search (...) section. Excel and VOSviewer software packages were used for data analysis and bibliometric indicator extraction. An increasing trend was seen in the numbers of HUMS's published papers and received citations. The highest rate of collaboration in national level was with Tehran University of Medical Sciences. Internationally, HUMS's researchers had the highest collaboration with the authors from the United States, the United Kingdom and Switzerland, respectively. All highly-cited papers were published in high level Q1 journals. Term clustering demonstrated four main clusters: epidemiological studies, laboratory studies, pharmacological studies, and microbiological studies. The results of this study can be beneficial to the policy-makers of this university. In addition, researchers and bibliometricians can use this study as a pattern for studying and visualizing the bibliometric indicators of other universities and research institutions. (shrink)

Many articles have emerged in relation to the recent revolutions and protest movements in the Arab world in general, including the Syrian revolution. However, Barout’s series of articles can be viewed as the first analytical, forward-looking, and indepth study of the progression of the events in Syria to date (November 2011). For this reason, and because these studies deal with significant issues for the Syrian people, a critical discussion of some of the most important ideas and facts in these studies (...) will be presented here. The criticism will seek to demonstrate the inherent legitimacy of these ideas, while simultaneously exploring the limitations of this same legitimacy. . (shrink)

This paper attempts to rethink the philosophy of Muhammad Iqbal (1877–1938) and challenge the still prevailing tendency in Iqbal scholarship to view it merely as an outcome of the influence of the ideas of various Western/European philosophers. I present Iqbal’s arguments in their particular historical and intellectual context to show that they developed in response to a specific philosophical problem and that Iqbal looked for a solution to that problem in Islamic tradition. I suggest that Iqbal’s philosophy is best understood (...) in the context of, and as a response to, the problem of nihilism as it was debated in modern German philosophy during ‘the pantheism controversy’ in the eighteenth and nineteenth centuries. To demonstrate this, I analyse Iqbal’s article on ʿAbd al-Karīm al-Jīlī to show his concern with the problem of nihilism, and his solution to it based on al-Jīlī’s Sufism. (shrink)

Hirji’s book, somewhat overlooked since its release, offers a compelling analysis of the history and sociology of the sciences in Tanzania, with a focus on Hirji’s own field of statistics, from the post-independence period through to the 2010s. The first chapter provides an overview of Hirji’s career as a teacher. The second presents an account of Hirji’s experiences as a teacher under training, especially in light of the Arusha Declaration of 1967 and the turn towards building socialism in Tanzania, and (...) the philosophy of education for self-reliance that Nyerere attempted to institutionalize. The next four chapters provide a detailed account of Hirji’s years as a teacher at the University of Dar Es Salaam (UDSM) from 1971 until his dismissal and internal-exile in 1974. (shrink)

This paper offers preliminary notes on Buddhism in modern Muslim exegesis with an emphasis on Tafsir al-Qasimi by Muhammad Jamal al-Din al-Qasimi (1866–1914) and al-Mizan fi Tafsir al-Qurʾan by Muhammad Husayn Tabatabaʾi (1892-1981). The research adopts a qualitative design using content analysis to collect the data. In this paper two main questions regarding both exegetes will be explored. The first question concerns the sources of both scholars for their information about Buddhism by including the discussion in their exegesis. The (...) second question concerns the methodology they used to discuss Buddhism in the Qurʾan since this has not been done by any classical exegetes nor among the most modern exegetes. Studies have found that the approach of the two exegetes is different from both the classical and modern exegetes because their work also contains resources from the fields of comparative religion and the history of religion to make their work relevant in the current context and reliable to be referred to by any parties. The author concludes that both al-Qasimi and Tabatabaʾi used analysis (taḥlil) in discussing verses related to the position of the Buddha. (shrink)

Abu Mahfuz Al-Karim M’asumi (1913-2009) spent his entire life in the service of Arabic language and literature. He got basic education at his birth place Bihar, after that he travelled to Dhaka, Kolkata and other places seeking knowledge and got modern as well as traditional Islamic knowledge. His great scholarship in Arabic and Islamic literature quite clearly reflects in his writings: books, articles, research papers etc. M’asumi’s voluminous book Buhuth Wa Tanbihat, is the collection of all his writings. The (...) book has been published in Beirut in two volumes in 2001, under the supervision of Dr.Ajmal Ayyub Al-Islahi. The book under discussion deals with Arabic language, Literature, Islamic theology, researches, analysis and commentaries. Satyer Aloksandhani The life and works of Ma’sumi have, of late, emerged as an important subject for research. And, in fact a number of writers and researchers in India and abroad have published articles and research papers on the life and works of this great personality. But so far my knowledge is concerned; no one has done any research work for any degree in India. Hence, this proposed research will be first of its kind. During the next few years all possible attempts will be made to prepare a complete and comprehensive work on Ma’sumi’s life and works. An attempt to undertake a research is required to bring out the contribution of Ma’sumi to Arabic literature. I think it will benefit the researchers in general and the researchers in Arabic language and literature in particular. This research work will also encourage other researchers to do their researches on some other aspect of Abu Mahfuz’s prolific work Buhuth Wa Tanbihat. (shrink)

This is a book about numbers– what they are as concepts and how and why they originate–as viewed through the material devices used to represent and manipulate them. Fingers, tallies, tokens, and written notations, invented in both ancestral and contemporary societies, explain what numbers are, why they are the way they are, and how we get them. Cognitive archaeologist Karenleigh A. Overmann is the first to explore how material devices contribute to numerical thinking, initially by helping us to visualize and (...) manipulate the perceptual experience of quantity that we share with other species. She explores how and why numbers are conceptualized and then elaborated, as well as the central role that material objects play in both processes. Overmann’s volume thus offers a view of numerical cognition that is based on an alternative set of assumptions about numbers, their material component, and the nature of the human mind and thinking. Karim Zahidi (“Radicalizing numerical cognition,” Synthese, 2021, p. 530) called this reconstruction, as presented in journal articles, a “naturalistically plausible account of the emergence of the modern natural number concept," while César Dos Santos ("Review of: 'The Materiality of Numbers'," Qeios, 2023, p. 1) called it "a 'Copernican Revolution' in the way we understand the relationship between numbers and the material devices we use to record and manipulate them." . (shrink)

This is a book review of Karim Bschir and Jamie Shaw (eds.); Interpreting Feyerabend: critical essays. Cambridge: Cambridge University Press, 2021, 290 pp, $99.99 HB.