Recent advances in neuroimaging technologies have rendered multimodal analysis of operators’ cognitive processes in complex task settings and environments increasingly more practical. In this exploratory study, we utilized optical brain imaging and mobile eye tracking technologies to investigate the behavioral and neurophysiological differences among expert and novice operators while they operated a human-machine interface in normal and adverse conditions. In congruence with related work, we observed that experts tended to have lower prefrontal oxygenation and exhibit gaze patterns that are better (...) aligned with the optimal task sequence with shorter fixation durations as compared to novices. These trends reached statistical significance only in the adverse condition where the operators were prompted with an unexpected error message. Comparisons between hemodynamic and gaze measures before and after the error message indicated that experts’ neurophysiological response to the error involved a systematic increase in bilateral dorsolateral prefrontal cortex (dlPFC) activity accompanied with an increase in fixation durations, which suggests a shift in their attentional state, possibly from routine process execution to problem detection and resolution. The novices’ response was not as strong as that of experts, including a slight increase only in the left dlPFC with a decreasing trend in fixation durations, which is indicative of visual search behavior for possible cues to make sense of the unanticipated situation. A linear discriminant analysis model capitalizing on the covariance structure among hemodynamic and eye movement measures could distinguish experts from novices with 91% accuracy. Despite the small sample size, the performance of the linear discriminant analysis combining eye fixation and dorsolateral oxygenation measures before and after an unexpected event suggests that multimodal approaches may be fruitful for distinguishing novice and expert performance in similar neuroergonomic applications in the field. (shrink)

Recent advances in neuroimaging technologies have rendered multimodal analysis of operators’ cognitive processes in complex task settings and environments increasingly more practical. In this exploratory study, we utilized optical brain imaging and mobile eye tracking technologies to investigate the behavioral and neurophysiological differences among expert and novice operators while they operated a human-machine interface in normal and adverse conditions. In congruence with related work, we observed that experts tended to have lower prefrontal oxygenation and exhibit gaze patterns that are better (...) aligned with the optimal task sequence with shorter fixation durations as compared to novices. These trends reached statistical significance only in the adverse condition where the operators were prompted with an unexpected error message. Comparisons between hemodynamic and gaze measures before and after the error message indicated that experts’ neurophysiological response to the error involved a systematic increase in bilateral dorsolateral prefrontal cortex (dlPFC) activity accompanied with an increase in fixation durations, which suggests a shift in their attentional state, possibly from routine process execution to problem detection and resolution. The novices’ response was not as strong as that of experts, including a slight increase only in the left dlPFC with a decreasing trend in fixation durations, which is indicative of visual search behavior for possible cues to make sense of the unanticipated situation. A linear discriminant analysis model capitalizing on the covariance structure among hemodynamic and eye movement measures could distinguish experts from novices with 91% accuracy. Despite the small sample size, the performance of the linear discriminant analysis combining eye fixation and dorsolateral oxygenation measures before and after an unexpected event suggests that multimodal approaches may be fruitful for distinguishing novice and expert performance in similar neuroergonomic applications in the field. (shrink)

Ross Cameron (2022) argues that metaphysical infinitists should reject the generally accepted idea that metaphysical determination relations back metaphysical explanations. Otherwise it won’t be possible for them to come up with successful explanations for the existence of dependent entities in non-wellfounded chains of dependence. I argue that his argument suffers from what he calls the finitist dogma, although indirectly so. However, there is a better way of motivating Cameron’s conclusion. Assuming Cameron’s principle of Essence, explanations for the existence of dependent (...) entities turn out to be circular if determination relations back explanations. This latter argument provides a stronger case as it puts the foundationalist under significant pressure, besides putting the infinitist under some pressure, to deny the idea that determination relations back explanations. (shrink)

In this paper, we distinguish between different sorts of assessments of algorithmic systems, describe our process of assessing such systems for ethical risk, and share some key challenges and lessons for future algorithm assessments and audits. Given the distinctive nature and function of a third-party audit, and the uncertain and shifting regulatory landscape, we suggest that second-party assessments are currently the primary mechanisms for analyzing the social impacts of systems that incorporate artificial intelligence. We then discuss two kinds of as-sessments: (...) an ethical risk assessment and a narrower, technical algo-rithmic bias assessment. We explain how the two assessments depend on each other, highlight the importance of situating the algorithm within its particular socio-technical context, and discuss a number of lessons and challenges for algorithm assessments and, potentially, for algorithm audits. The discussion builds on our team’s experience of advising and conducting ethical risk assessments for clients across dif-ferent industries in the last four years. Our main goal is to reflect on the key factors that are potentially ethically relevant in the use of algo-rithms, and draw lessons for the nascent algorithm assessment and audit industry, in the hope of helping all parties minimize the risk of harm from their use. (shrink)

The “problem of memory” in epistemology is concerned with whether and how we could have knowledge, or at least justification, for trusting our apparent memories. I defend an inductive solution—more precisely, an abductive solution—to the problem. A natural worry is that any such solution would be circular, for it would have to depend on memory. I argue that belief in the reliability of memory can be justified from the armchair, without relying on memory. The justification is, roughly, that my having (...) the sort of experience that my apparent memory should lead me to expect is best explained by the hypothesis that my memories are reliable. My solution is inspired by Harrod’s (1942) inductive solution. Coburn (1960) argued that Harrod’s solution contains a fatal flaw. I show that my solution is not vulnerable to Coburn’s objection, and respond to a number of other, recent and likely objections. (shrink)

Recently there is an increasing technological development in intelligent tutoring systems. This field has become interesting to many researchers. In this paper, we present an intelligent tutoring system for teaching information security. This intelligent tutoring systems target the students enrolled in Advanced Topics in Information Security in the faculty of Engineering and Information Technology at Al-Azhar University in Gaza. Through which the student will be able to study the course and solve related problems. An evaluation of the intelligent tutoring systems (...) was carried out and the results were promising. (shrink)

In this chapter, we examine different views of the structure of justification, including foundationalism, infinitism, and coherentism. We investigate how well or poorly they seem to do in responding to the regress problem, accommodating a robust connection between justification and truth, and getting the contours of justification right—i.e., making justification neither too easy nor too hard to get. We end by briefly discussing some challenges to finding a single sense of “foundational belief” defining the debate.

Laurence BonJour and more recently James Beebe have argued that the best way to defend the claim that abduction or inference to the best explanation is epistemically justified is the rationalist view that it is justified a priori. However, rationalism about abduction faces a number of challenges. This chapter focuses on one particular, highly influential objection, that there is no interpretation of probability available which is compatible with rationalism about abduction. The rationalist who wants to maintain a strong connection between (...) epistemic justification and probability would do best to rely on a Keynesian interpretation of probability. However, the latter is vulnerable to Ramsey’s famous criticism that we do not seem to perceive or be aware of such probabilities. The chapter argues that Ramsey’s criticism is unsuccessful, and that there are good reasons to be optimistic about our ability to have access to probabilities relevant to abductive inference. (shrink)

A natural starting point for theories of perceptual states is ordinary perception, in which a subject is successfully related to her mind-independent surroundings. Correspondingly, the simplest theory of perceptual states models all such states on perception. Typically, this simple, common-factor relational view of perceptual states has received a perfunctory dismissal on the grounds that hallucinations are nonperceptual. But I argue that the nonperceptual view of hallucinations has been accepted too quickly. I consider three observations thought to support the view, and (...) argue that all three are dealt with equally well by an alternative view, illusionism, on which hallucinations do involve perception. Since this is so, adopting a common-factor relational view of all perceptual states remains a tenable option. (shrink)

Davidson has attempted to offer his own solution to the problem of self-knowledge, but there has been no consensus between his commentators on what this solution is. Many have claimed that Davidson’s account stems from his remarks on disquotational specifications of self-ascriptions of meaning and mental content, the account which I will call the “Disquotational Explanation”. It has also been claimed that Davidson’s account rather rests on his version of content externalism, which I will call the “Externalist Explanation”. I will (...) argue that not only are these explanations of self-knowledge implausible, but Davidson himself has already rejected them. Thus, neither can be attributed to Davidson as his suggested account of self-knowledge. I will then introduce and support what I take to be Davidson’s official and independent account of self-knowledge, that is, his “Transcendental Explanation”. I will defend this view against certain potential objections and finally against the objections made by William Child. (shrink)

There is a tendency among scholars to identify Alfarabi’s political philosophy in general and his theory of the state in particular with that of Plato’s The Republic. Undoubtedly Alfarabi was well versed in the philosophy of Plato and was greatly influenced by it. He borrows the Platonic concept of the philosopher king and uses it in his theory of the state. However, we argue that the identification of Alfarabi’s virtuous city with that of Plato’s The Republic is an inaccurate assessment (...) as it involves overlooking Alfarabi’s unique religiopolitical context. Alfarabi was a Muslim political philosopher, and the present article intends to understand Alfarabi’s theory of the state in light of his historical context. The article shows that, viewed through the prism of Islamic religion and political history, Alfarabi’s virtuous city seems distinct from that of Plato’s The Republic. (shrink)

Relative blindsight is said to occur when different levels of subjective awareness are obtained at equality of objective performance. Using metacontrast masking, Lau and Passingham reported relative blindsight in normal observers at the shorter of two stimulus-onset asynchronies between target and mask. Experiment 1 replicated the critical asymmetry in subjective awareness at equality of objective performance. We argue that this asymmetry cannot be regarded as evidence for relative blindsight because the observers’ responses were based on different attributes of the stimuli (...) at the two SOAs. With an invariant criterion content , there was no asymmetry in subjective awareness across the two SOAs even though objective performance was the same. Experiment 3 examined the effect of criterion level on estimates of relative blindsight. Collectively, the present results question whether metacontrast masking is a suitable paradigm for establishing relative blindsight. Implications for theories of consciousness are discussed. (shrink)

It is commonly thought that we depend fundamentally on the “evidence of the senses” for our empicial beliefs, including and most directly, our beliefs about our local environment, the spatial world around us. The ultimate evidence we have for our perceptual beliefs is provided in some way by perception or perceptual experience. But what is this evidence? There seem to be three main options: external factualism allows that the evidence include facts about the external world; internal factualism takes facts that (...) involve only the internal, mental world—like facts about one’s perceptual experiences or appearances—to count as one’s perceptual evidence; and non-factualism takes propositions, including false ones, to count as evidence—for example, propositional contents of appearances or seemings. We shall see that all these options face significant challenges. Some might conclude that perceptual beliefs can be justified without depending on evidence. Others might choose to accept skepticism: our perceptual beliefs are not justified. I shall end, however, by tentatively suggesting that there is a sort of internal fact that is a plausible candidate for perceptual evidence that has been overlooked. (shrink)

There are two dominant approaches towards understanding medieval Muslim philosophy: Greek ancestry approach and religiopolitical context approach. In the Greek ancestry approach, medieval Muslim philosophy is interpreted in terms of its relation to classical Greek philosophy, particularly to the philosophy of Plato and Aristotle. The religiopolitical context approach, however, views a thorough understanding of the religious and political situation of that time as the key to the proper understanding of medieval Muslim philosophy. Notwithstanding the immense significance of the two approaches (...) for understanding medieval Muslim philosophy, the question on the reason behind medieval Muslim philosophers’ preference for Plato’s Republic over Aristotle’s Politics in political philosophy is not accurately answered. This preference is usually attributed either to the availability or unavailability of the text or to the suitability or unsuitability of the text for Islamic theological views. However, this article shows that neither the availability or unavailability of text nor its suitability or unsuitability for Islamic religious and theological views can appropriately explain medieval Muslim philosophers’ preference for Plato’s Republic over Aristotle’s Politics in their political thought. This article proposes that the key to understand this preference lies in understanding the transmission of Greek philosophy to medieval Muslim philosophers. Contribution: This study highlights the significance of the thorough understanding of the transmission of Greek philosophy to medieval Muslim world as one of the important approaches towards proper understanding of medieval Muslim philosophy, particularly medieval Muslim political philosophy. (shrink)

Miriam Schoenfield argues that moral realism and moral vagueness imply ontic vagueness. In particular, she argues that neither shifty nor rigid semantic accounts of vagueness can provide a satisfactory explanation of moral vagueness for moral realists. This paper constitutes a response. I argue that Schoenfield's argument against the shifty semantic account presupposes that moral indeterminacies can, in fact, be resolved determinately by crunching through linguistic data. I provide different reasons for rejecting this assumption. Furthermore, I argue that Schoenfield's rejection of (...) the rigid semantic account is based on a presupposition that ultimately implies the very same claim that is under dispute: the vagueness of moral predicates in imperfect languages persists in the perfect language, as well. (shrink)

Everything that exists in the universe has a beginning and an end, making it inherently finite. However, certain concepts, such as numbers, possess a beginning but no definite end, giving rise to forms of infinities. Upon deeper examination of reality, one fundamental truth emerges: time is the only thing that is truly infinite because it has no beginning. Everything that exists must have had a moment of emergence—a point at which it came into being. Even if something continues indefinitely, the (...) fact that it had an origin means it is not truly infinite. The question of what happened before a given event, such as the universe itself, naturally arises. We can trace events backward in time to the Big Bang, yet the question of what preceded the Big Bang forces us to confront the very nature of time. The phrase "what happened before" inherently presupposes a temporal framework. However, if time itself had a beginning, then the concept of "before time" becomes meaningless. The only logical answer to "what happened before time" is nothing, since time is the sole entity that does not require prior existence to exist—it is self-sustaining. This leads to the realization that time is not only infinite and eternal but also non-existent in the conventional sense. If nothing else existed—no energy, no space, no laws of physics—time would still persist, as it is not contingent upon anything else. Time does not act, change, or possess properties; it simply is. This insight extends to the nature of randomness. There are two kinds of randomness: apparent randomness, which follows underlying principles, and true randomness, which lacks any prior governing law. The emergence of the universe was not truly random in itself, as its probability of occurring within infinite time was 100%. The only true randomness was not in the fact that the universe exists, but in when it came into existence. This leads to the concept of the Omnimoment, the moment where time itself originated—the first and only truly random event. Before the Omnimoment, not only did probability and possibility not exist, but even the very concept of time did not exist. Yet, time still emerged. This was not merely an unpredictable event but an event that had no prior framework for probability, making it the truest form of randomness possible. The Omnimoment represents the only true free event in all of existence, where time chose when to begin, and once it did, all possibilities followed. This paper explores this fundamental paradox and presents a mathematical framework to formalize the Omnimoment as the absolute boundary of knowledge, where existence and non-existence converge. (shrink)

The struggle for domination clearly persists in The Homecoming as it does in almost all of Pinter’s works. Because of the vague atmosphere, enigmatic characters, and dark, tragicomic dialogue and action, a single decisive meaning for the play cannot be identified. Many character analyses have been carried out on the play, frequently focusing on Ruth and her decision at the end. Moreover, critics have sought to read the play in the light of psychoanalysis, centering on the characters’ past and complexes. (...) By adding a sociopolitical dimension to purely realistic or symbolic readings, this article attempts to analyze the relationships of domination and servitude between characters at the micro-level of the family structure through Marx’s notions of fetishism in relations between individuals, and commodity fetishism as expounded by Slavoj Žižek. With the help of Žižek’s ideas on ideology, a new layer of sociopolitical signification to the relationships held between characters is added, particularly that between Ruth and the men, which is seen as a parallel to the macro-level fetishized relationships in pre-capitalist societies and commodity fetishism in a capitalist one. (shrink)

In Justification without Awareness (2006), Michael Bergmann presents a dilemma for internalism from which he claims there is “no escape”: The awareness allegedly required for justification is either strong awareness, which involves conceiving of some justification-contributor as relevant to the truth of a belief, or weak awareness, which does not. Bergmann argues that the former leads to an infinite regress of justifiers, while the latter conflicts with the “clearest and most compelling” motivation for endorsing internalism, namely, that for a belief (...) to be justified its truth must not be an accident from the subject’s perspective. Bergmann’s dilemma might initially seem to have the force of a knock-down argument against the classical foundationalist accounts he considers, if not against all forms of internalism. I argue, however, that the weak-awareness horn of Bergmann’s dilemma is unsuccessful. Classical foundationalists can hold on to the main motivation for internalism and avoid a vicious regress of justifiers. (shrink)

According to foundationalism, some beliefs are justified but do not depend for their justification on any other beliefs. According to access internalism, a subject is justified in believing some proposition only if that subject is aware of or has access to some reason to think that the proposition is true or probable. In this paper I discusses a fundamental challenge to internalist foundationalism often referred to as the Sellarsian dilemma. I consider three attempts to respond to the dilemma – phenomenal (...) conservatism, BonJour’s classical foundationalism, and Fumerton’s classical foundationalism. I argue that, of these three, only the last seems to avoid getting impaled on one or the other horn of the dilemma. I end by responding to some concerns with Fumerton’s account. (shrink)

The manufacturing industry is evolving rapidly, becoming more complex, more interconnected, and more geographically distributed. Competitive pressure and diversity of consumer demand are driving manufacturing companies to rely more and more on improved knowledge management practices. As a result, multiple software systems are being created to support the integration of data across the product life cycle. Unfortunately, these systems manifest a low degree of interoperability, and this creates problems, for instance when different enterprises or different branches of an enterprise interact. (...) Common ontologies (consensus-based controlled vocabularies) have proved themselves in various domains as a valuable tool for solving such problems. In this paper, we present a consensus-based Additive Manufacturing Ontology (AMO) and illustrate its application in promoting re-usability in the field of dentistry product manufacturing. (shrink)

In scientific and analytical research, Ultraviolet-visible spectroscopy, Fourier Transform Infrared spectroscopy, and Nuclear Magnetic Resonance spectroscopy have widely been used to analyze and characterize various substances. Ultraviolet, infrared, and Nuclear Magnetic Resonance spectroscopy were studied for diastereoisotopic protons of dorzolamide, which is used to treat glaucoma and ocular hypertension. Methanol was used as a solvent in Ultraviolet and we obtained three wavelengths: 203 nm, 253 nm, and 257 nm, where Ultraviolet spectroscopy was employed for stability testing of pharmaceuticals. By analyzing (...) the Fourier Transform Infrared spectrum, we also can determine the presence or absence of specific functional groups in a compound, helping to identify the compound or confirm its structure in analyzing the Nuclear Magnetic Resonance spectrum. It can determine the types and numbers of hydrogen (proton) and carbon atoms in a molecule and their chemical environment, which helps elucidate the molecular structure. (shrink)

A widely held assumption is that hallucinations are not a type of perception. Coupled with the idea that hallucinations possess phenomenal character, this assumption raises a problem for naive realism, which maintains that phenomenal character is at least partly constituted by perceived worldly objects. Naive realists have typically responded by adopting a disjunctive view of phenomenal character. But in what follows, I argue that to resolve the conflict we should instead reject the idea that hallucinations are not a type of (...) perception. I argue that this idea is supported by six alleged differences between hallucination and perception, but these differences are all accommodated for in a particular type of perception, picture perception. Drawing on picture perception’s resources, I offer an account of hallucinations which construes them as a type of perception, and does so in a way that that preserves their idiosyncrasies and varieties, and in a way compatible with naive realism. (shrink)

The Indeterminacy of Translation and Radical Interpretation The indeterminacy of translation is the thesis that translation, meaning, and reference are all indeterminate: there are always alternative translations of a sentence and a term, and nothing objective in the world can decide which translation is the right one. This is a skeptical conclusion because what it … Continue reading The Indeterminacy of Translation and Radical Interpretation →.

Philosophy and religion were the two important sources of knowledge for medieval Arab Muslim polymaths. Owing to the difference between the nature of philosophy and religion, the interplay between philosophy and religion often takes the form of conflict in medieval Muslim thought as exemplified by the Al-Ghazali versus Averroes (Ibn Rusd) polemic. Unlike the Al-Ghazali versus Averroes (Ibn Rushd) polemic, the interplay between philosophy and religion in the political philosophy of Abu Nasr Alfarabi takes the form of harmonious co-existence. Although, (...) for Alfarabi, religion is an inferior form of knowledge as compared to philosophy, the present article will show that philosophy and religion play equally significant roles in Alfarabi’s virtuous city and that in the absence of either philosophy or religion, the political system proposed by Alfarabi cannot exist. (shrink)

The encounter of the medieval Muslims with Greek philosophy undeniably shaped the course of their philosophical and theological thought. This encounter led to the complex and contentious issue of ‘philosophy versus theology’. Medieval Muslim thinkers needed to develop a response to the issue of philosophy versus theology. The present article will first highlight the response of the Islamic theologians to their encounter with Greek philosophy in the form of three major trends in medieval Islamic theology: (1) strong opposition to the (...) application of reason and rationalist approach to Islamic doctrines, and strict adherence to the actual text of the Qur’an and the Hadith, (2) the adoption of Greek philosophy, and the application of reason and rationalist approach to explain and defend Islamic religion and (3) acknowledging the significance of reason in exploring the matters related to the natural world but, at the same time, stressing the subordination of reason to revelation. This article will discuss Atharism, Muʿtazilism and Ashʿarism as the representatives of the first, second and third trends, respectively. The response of the medieval Islamic theologians to the issue of philosophy versus theology serves as a context in which medieval Muslim philosophers carried out their philosophy–theology debate. The article will proceed to show that some medieval Muslim philosophers, such as Abu Bakr Al-Razi, subordinated religion or revelation to philosophy or reason. Other medieval Muslim philosophers, such as Al-Ghazali, subordinated philosophy to theology. The third group of medieval Islamic philosophers represented by Alfarabi argued for the reconciliation and harmonious co-existence of philosophy and religion. Contribution: This article highlights the response of medieval Islamic theologians and philosophers to the issue of philosophy versus theology that was caused by their encounter with Greek philosophy. (shrink)

In his political treatise, Mabadi ara ahl al-madina al-fadhila, Abu Nasr Alfarabi, the medieval Muslim philosopher, proposes a theory of virtuous city which, according to prominent scholars, is modeled on Plato’s utopia of the Republic. No doubt that Alfarabi was well-versed in the philosophy of Plato and the basic framework of his theory of city is platonic. However, his theory of city is not an exact reproduction of the Republic’s theory and, despite glaring similarities, the two theories do differ in (...) many aspects. In both, Alfarabi’s Mabadi ara ahl al-madina al-fadhila and Plato’s Republic, the theory of virtuous city is accompanied by a theory of the soul. Since the theory of soul plays a foundational role in both theories of the virtuous city, the present article intends to provide an explanation for the differences between the two theories of the city in terms of the differences between the two theories of the soul. (shrink)

Born in 1315, Shamseddin Mohammad, known as Hafiz, grew up in the city of Shiraz where he studied the Qur’anic sciences. In his youth he learned the Quran rigorously and assumed the epithet ‘Hafiz’ which means the one who knows the Quran by heart. Also known as the ‘Tongue of the Hidden’ and the ‘Interpreter of Secrets’, Hafiz utilizes grand religious ideas and mingles them with Sufistic teachings, thereby creating a kind of poetry which baffles interpretation. The poetry of Hafiz (...) has intoxicated and continues to intoxicate many in the world. The exhilarating effect of his poetry was also known to the poet himself. In one of his poems, he says that the angels are memorizing his poems in heaven and that Venus is enraptured and that Christ rjoices in his songs: “What marvel that in heaven are sung/ The dulcet words by HAFIZ strung?/Or that, by Venus’s air entranced,/Messiah in his sphere has danced?” As Friedrich Nietzsche has said of Hafiz: “Bist aller Trunkenen Trunkenheit/ wozu, wozu dir-Wein? (the intoxication of all intoication you are/what need do you have to ask for wine?)”. (shrink)

Luck (2009) argues that gamers face a dilemma when it comes to performing certain virtual acts. Most gamers regularly commit acts of virtual murder, and take these acts to be morally permissible. They are permissible because unlike real murder, no one is harmed in performing them; their only victims are computer-controlled characters, and such characters are not moral patients. What Luck points out is that this justification equally applies to virtual pedophelia, but gamers intuitively think that such acts are not (...) morally permissible. The result is a dilemma: either gamers must reject the intuition that virtual pedophelic acts are impermissible and so accept partaking in such acts, or they must reject the intuition that virtual murder acts are permissible, and so abstain from many (if not most) extant games. While the prevailing solution to this dilemma has been to try and find a morally relevant feature to distinguish the two cases, I argue that a different route should be pursued. It is neither the case that all acts of virtual murder are morally permissible, nor are all acts of virtual pedophelia impermissible. Our intuitions falter and produce this dilemma because they are not sensitive to the different contexts in which games present virtual acts. (shrink)

Abstract: Heart diseases are increasing daily at a rapid rate and it is alarming and vital to predict heart diseases early. The diagnosis of heart diseases is a challenging task i.e. it must be done accurately and proficiently. The aim of this study is to determine which patient is more likely to have heart disease based on a number of medical features. We organized a heart disease prediction model to identify whether the person is likely to be diagnosed with a (...) heart disease or not using the medical features of the person. We used many different algorithms of machine learning such as Gaussian Mixture, Nearest Centroid, MultinomialNB, Logistic RegressionCV, Linear SVC, Linear Discriminant Analysis, SGD Classifier, Extra Tree Classifier, Calibrated ClassifierCV, Quadratic Discriminant Analysis, GaussianNB, Random Forest Classifier, ComplementNB, MLP Classifier, BernoulliNB, Bagging Classifier, LGBM Classifier, Ada Boost Classifier, K Neighbors Classifier, Logistic Regression, Gradient Boosting Classifier, Decision Tree Classifier, and Deep Learning to predict and classify the patient with heart disease. A quite helpful approach was used to regulate how the model can be used to improve the accuracy of prediction of heart diseases in any person. The strength of the proposed model was very satisfying and was able to predict evidence of having a heart disease in a particular person by using Deep Learning and Random Forest Classifier which showed a good accuracy in comparison to the other used classifiers. The proposed heart disease prediction model will enhances medical care and reduces the cost. This study gives us significant knowledge that can help us predict the person with heart disease. The dataset was collected from Kaggle depository and the model is implemented using python. (shrink)

Chinua Achebe, the contemporary Nigerian novelist, is considered as one of the prominent figures in African anti-colonial literature. What makes his works specific is the way he approaches the issues of colonization of Africa in an objective manner and through an innovative language which aims at providing a pathology; a pathological reading meant to draw on the pre-colonial and colonial history without any presumptions so as to present the readers with possible alternative African discourses in future. His first novel Things (...) Fall Apart can be taken as the best representative of such a penchant in Achebe. The present study seeks to approach Things Fall apart by reflecting on those discursive features which have provided the ground for constructing such a pathological reading and an alternative to the colonial discourse. To this end, some key terms introduced by Homi Bhabha and Mikhail Bakhtin such as ‘hybridity’, ‘otherness’ and ‘polyphony’, constitute the cornerstone of this study. Presumably, such an innovative reading of Achebe’s Things Fall Apart is to lead to a better understanding of his discourse and the efforts made by him to help the African readers figure out how to piece together what once fell apart; what they can rely on for building an independent future in the so-called postcolonial era. (shrink)

Communicative practices in online and social media sometimes seem to amplify political conflict, and result in significant harms to people who become the targets of collective outrage. Many complaints that have been made about political correctness in the past, we argue, amount to little more than a veiled expression of resentment over the increasing influence enjoyed by progressive activists. But some complaints about political correctness take on a different complexion, in light of the technologically-driven changes to our communicative practices and (...) political discourse. Given the ways in which they are entangled in these new forms of online communication, well-meaning attempts to police the norms of political correctness may end up contributing to individual wrongs, or to destructive social patterns. In this paper we examine these worries, situate them in a broader sociological context, and offer some tentative proposals about how they might be addressed. (shrink)

[Bilim felsefesi], bilime karşı giderek artan ilginin bir sonucudur. Bilim felsefesinin amacı bilimin kavramsal yapı ve işleyişini mantıksal çözümleme yoluyla anlamaktır. Bilim felsefesi bilimi anlama çabasında olgu ve teori ilişkisi, buluş ve doğrulama, yanlışlama bağlamları üzerinde durmaktadır. Bunu gerçekleştirirken de felsefeye özgü düşünme ve çözümleme yönteminden yararlanmaktadır.

Most readings of Tayib Salih’s Season of Migration to the North have focused on Mustafa Saeed and the nameless narrator, both male characters, and they have largely avoided a politically radical reading of the novel. This article attempts to present the female character, Hosna, as the revolutionary par excellence, following Lacan and Slavoj Žižek’s reading of Antigone. Th rough Žižek’s distinction between the act and action, this article argues that Hosna’s deed at the end of the novel, murder and suicide, (...) is not just an action out of hopelessness but rather an act that aims to make a new social order possible. We will try to connect Žižek’s distinction between act and action to Benjamin’s distinction between divine violence and mythic violence and Lacan’s idea of “Th ing-directed desire” (Marc De Kesel 245). By doing so, this article aims to put the extreme violence of Hosna in a new light and argues against the readings that simply ignore her act as an extreme form of violence and fail to see it in a broader framework of philosophical and sociological understanding. (shrink)

The Community of Shared Future for Mankind (CSFM) concept is a comprehensive Chinese proposal for a better future of mankind. In this article, we provide a comprehensive analysis of this concept by focusing on its origin, evolution and philosophical foundation. This article deals with the origin and evolution of the CSFM concept. We show that the concept originated during the presidency of Hu Jintao, who initially used it for the domestic affairs of China. However, the usage of the concept was (...) later extended from domestic to international affairs. Though Hu Jintao conceived the CSFM concept, it is president Xi Jinping who became its greatest advocate. We explore the CSFM concept’s development and evolution into one of the most influential, diverse and dominant concepts of international relations under president Xi. Furthermore, the article explores the philosophical foundation of the CSFM concept. We argue that although CSFM concept is seen as a 21st century Chinese idea, the roots of the concept can be traced back to much earlier time in history. The concept is based on three major philosophical thoughts: Marxism, Confucianism and the philosophy of Mencius. We show that the CSFM concept is greatly influenced by Marx’s ideas such as the transformation of the world, the free association of producers, historical materialism and dialectics. We also point to a number of Confucian principles that are adopted by the CSFM concept. The CSFM concept not only adopts Confucian principles but also extends their scope from the individual level to international relations. Similarly, we also highlight that the CSFM concept is influenced by Mencius’ concepts such as universal brotherhood, responsibility towards the betterment of the world, humane governance, free trade, equal sharing of wealth and the conservation of natural resources. (shrink)

This chapter centers around the question of whether theism is rational. We begin by discussing different theories of rationality, and introducing some importantly related epistemic concepts and controversies. We then consider the possible sources of rational belief in God and argue that even if these provide some positive support, the fact of religious disagreement defeats the rationality of theism.

The 18th century witnessed the transformation of aesthetics into an independent philosophical discipline. In this period, two main traditions emerged, based on which we can categorize aesthetic theorists. The first of these is classical or rationalist aesthetics, and the other is empiricist or subjective aesthetics. Because classical/rational aesthetic theories were largely based on Cartesian metaphysics, they also inherited the difficulties faced by Cartesian metaphysics. For Descartes, senseperception is not a reliable mode of cognition and truth only comes out of the (...) ideas of pure understanding. Where Descartes' philosophy came to a dead end was that it could not convincingly explain how the concepts in our minds represent reality that is independent of us. This problem also manifested itself in the rationalist aesthetics. Similarly, the empiricist theory inherited the weaknesses of the empiricist epistemology. The main problem of empiricism was to overcome subjectivism and reach universal principles that make sense of the world surrounding us. To overcome the relativism of the empiricist epistemology, empiricist theoreticians claimed that there is an intuition, a common feeling shared by all human beings. However, this common feeling could not be proven empirically. Diderot created a new aesthetic theory that aimed to reconcile rationalist and empiricist aesthetics by redefining the term perception. This article discusses Diderot's innovative effort to create a new aesthetics free from the limits of rationalism and empiricism. (shrink)

Although Les Philosophes was an ordinary comedy, and Palissot was far from the caliber of Molière or Voltaire, it successfully consolidated conservative criticisms of the philosophes within a satirical framework, enjoying a successful three-month run in 1760. The reason behind its success was that it was at the center of a debate between the Enlightenment philosophers and the Counter-Enlightenment figures. In addition to being an example of 18th-century French comédie, the play serves as a valuable source for understanding the key (...) points of conservative discourse of the time. While Palissot seemed to focus on attacking individual philosophes’ personalities, he paired these attacks with conceptual critiques, and directed the most of his criticism primarily at Diderot and Rousseau. The play remains significant for two reasons: First, it captures almost all of the concerns and arguments of the conservative reaction to the Enlightenment. Second, it sheds light on Enlightenment thinkers' personal and intellectual struggles. This paper examines Palissot’s Les Philosophes not as a mere literary dispute but as a rich text that reveals the Counter-Enlightenment discourse that emerged in the second half of the 18th century. (shrink)

We show that, assuming impossibility of absolute nothingness, a necessary being does exist. Our argument is an elaboration of the "Subtraction argument" known in philosophical circles, and it makes use of the compactness theorem of propositional logic and an interpretation of the notion of "possible worlds" through propositional valuations.

Soft set theory is a general mathematical tool for dealing with uncertain, fuzzy, not clearly defined objects. In this paper we introduced soft neutrosophic biLA-semigroup,soft neutosophic sub bi-LA-semigroup, soft neutrosophic N -LA-semigroup with the discuission of some of their characteristics. We also introduced a new type of soft neutrophic bi-LAsemigroup, the so called soft strong neutrosophic bi-LAsemigoup which is of pure neutrosophic character. This is also extend to soft neutrosophic strong N-LA-semigroup. We also given some of their properties of this (...) newly born soft structure related to the strong part of neutrosophic theory. (shrink)

The characteristic features of ensemble dance improvisation (EDI) make it an interesting case for theories of intentional collective action. These features include the high degree of freedom enjoyed by each individual, and the lack of fixed hierarchical roles, rigid decision procedures, or detailed plans. In this article, we present a “reductive” approach to collective action, apply it to EDI, and show how the theory enriches our perspective on this practice. We show, with the help of our theory of collective action, (...) that EDI (as typically practiced) constitutes a significant collective achievement, one that manifests an impressive, spontaneous, jointly cooperative and individually highly autonomous activity that meets demanding aesthetic standards. Its being good in this way is not a mere extrinsic feature of the artwork, but part of its aesthetic value. We end by discussing how this value is easily missed by classic aesthetics, but is revealed by more contemporary frameworks like social aesthetics. (shrink)

Many philosophers take mind-independence to be criterial for realism about kinds. This is problematic when it comes to psychological and social kinds, which are unavoidably mind-dependent. But reflection on the case of artificial or synthetic kinds shows that the criterion of mind-independence needs to be qualified in certain ways. However, I argue that none of the usual variants on the criterion of mind-dependence is capable of distinguishing real or natural kinds from non-real kinds. Although there is a way of modifying (...) the criterion of mind-independence in such a way as to rule in artificial kinds but rule out psychological and social kinds, this does not make the latter non-real. I conclude by proposing a different way of distinguishing real from non-real kinds, which does not involve mind-independence and does not necessarily exclude psychological and social kinds. (shrink)

Neutrosophic theory has many applications in graph theory, bipolar single valued neutrosophic graphs (BSVNGs) is the generalization of fuzzy graphs and intuitionistic fuzzy graphs, SVNGs. In this paper we introduce some types of BSVNGs, such as subdivision BSVNGs, middle BSVNGs, total BSVNGs and bipolar single valued neutrosophic line graphs (BSVNLGs), also investigate the isomorphism, co weak isomorphism and weak isomorphism properties of subdivision BSVNGs, middle BSVNGs, total BSVNGs and BSVNLGs.

Al-Ghazali (1058-1111) was concerned that early Islamic philosophers were leaning too heavily and uncritically on Aristotelian and Neoplatonic ideas in developing their models of God and His relation to the world. He argued that their views were not only irreligious, but philosophically problematic, and he defended an alternative view aimed at staying closer to the Qur’an and the beliefs of the ordinary Muslim. Ibn Rushd (1126-1198) responded to al-Ghazali’s critique and developed a sophisticated Aristotelian view. The present chapter explores their (...) views in light of a problem facing any philosophical model of God in Islam or classical theism more generally, the problem of conceiving of God’s nature and relation to the world in a way that places an appropriate distance between God and humans. On the one hand, we want a notion of God that is not overly anthropomorphic, or that does not make him to be too much like us. On the other hand, we want to be able to say something positive and substantive about God. And we want to do this while preserving the harmony of reason and revelation, of philosophy and religion, as much as possible. (shrink)

My dissertation contributes to a central and ongoing debate in the philosophy of perception about the fundamental nature of perceptual states. Such states include cases like seeing, hearing, or tasting as well as cases of merely seeming to see, hear, or taste. A central question about perceptual states arises in light of misperceptual phenomena. A commonsensical view of perceptual states construes them as simply relating us to the external and mind independent objects. But some misperceptual cases suggest that these states (...) fall short of contact with the world. The result is that perceptual states are either thought to fundamentally consist in a highest common factor that falls short of perceptual contact with the world, or are thought to be disjunctive in nature, with some cases involving perceptual contact, and others receiving a different analysis. Contrary to these views, I argue that no misperceptual cases compromise perceptual contact with worldly objects, so perceptual states should be understood as relations to the external and mind-independent world. I call this view I defend Pure Relationalism, and the view of misperceptual cases that makes pure relationalism possible Illusionism. (shrink)

Jürgen Habermas has emerged as a sharp, and occasionally harsh, critic of the Bush administration’s policies since the Iraq war. Habermas has developed this critique in several of his short pieces and interviews, some of which are available in fine collections in both English and other languages. However, the occasional and journalistic character of Habermas’ political interventions often hide the theoretical basis of his critique. In this paper, I argue that Habermas’ critique of the Bush administration’s foreign policy emanates from, (...) and is founded upon, his conception of modernity, and specifically his views about the relationship between “particularity” and “generality.” The purpose of this essay is to demonstrate how Habermas’ critique can actually be read as a critique of particularism, which Habermas sees operating behind American (and British) foreign policy, and which, in his view, compromises the key achievements of modernity (especially in its Kantian version.). (shrink)

Things Fall Apart, No Longer at Ease, Arrow of God and A Man of the People, the first four novels by Chinua Achebe, the contemporary Nigerian novelist, are among the most outstanding works of African postcolonial literature. As a matter of fact, each of these four novels focuses on a different colonial or postcolonial phase of history in Nigeria and through them Achebe intends to provide an authentic record of the negative and positive impacts of ‘hybridity’ on different aspects of (...) the life of native subjects. Briefly stated, Achebe is largely successful in taking advantages of variable discursive tools he structures based on the potentials of the hybrid, Igbo-English he adopts. Thus, it might be deduced that reading these four novels in line with each other, and as chains or sequels of Tetralogy, might result in providing a more vivid picture of the Nigerian (African) subjects and the identity crises emerging in them as a result of colonization. To provide an account of the matter, the present study seeks to focus on one of the discursive strategies Achebe relies on in those four novels: Igbo Naming Cosmology and Name-symbolization. (shrink)

In this paper I propose a framework to understand the transition in Foucault’s work from the disciplinary model to the governmentality model. Foucault’s work on power emerges within the general context of an expression of capitalist rationality and the nature of freedom and power within it. I argue that, thus understood, Foucault’s transition to the governmentality model can be seen simultaneously as a deepening recognition of what capitalism is and how it works, but also as a recognition of the changing (...) historical nature of the actually existing capitalisms and their specifically situated historical needs. I then argue that the disciplinary model should be understood as a contingent response to the demands of early capitalism, and argue that with the maturation of the capitalist enterprise many of those responses are no longer necessary. New realities require new responses; although this does not necessarily result in the abandonment of the earlier disciplinary model, it does require their reconfiguration according to the changed situation and the new imperatives following from it. (shrink)

The relation between the regimes of the accumulation of men and the accumulation of capital is problematised in the works of Michel Foucault. The paper challenges the prevailing wisdom that the relation between these regimes is contingent. The fundamental question of the conditions of the possibility of relation between the two regimes is raised. It is argued that both regimes are primordially related. Focusing on the Foucauldian analysis of the regime of the accumulation of men and its constituent elements an (...) effort is made to thematize the primordial relation between the two regimes. It is shown that freedom is the condition of the possibility of a primordial relation between the two regimes. It is explained why freedom plays such a fundamental role in making possible and sustaining a capitalist order. The dual role of freedom as a principle of diversity and a principle of management is stressed. It is argued that capitalism as an order is conditioned upon the production and reproduction of individuals and populations that are simultaneously useful and free. It is also the condition of such an order that docility is produced without hampering utility. Freedom makes possible the enhancement of utility without making it unmanageable. (shrink)

RésuméJe soutiendrai que la façon dont Davidson rend compte de l'intention pure peut être comprise comme une analyse de l'intention comme étant relative à un jugement dans une perspective en première personne. Selon Davidson, avoir la pure intention de faire A, c'est formuler un jugement tout bien considéré qu'il est désirable de faire A. Dans cette analyse anti-réductionniste, l'intention est traitée comme un état irréductible du sujet. J’établirai une comparaison entre cette analyse et celle de Wright et je montrerai comment (...) la position de Davidson peut être considérée comme une analyse non-réductionniste rapportant l'intention au jugement, selon les directions suggérées par Wright. J'expliquerai ensuite comment cette analyse peut aider à éclaircir diverses difficultés qui se présentent dans la conception que Davidson se fait ultérieurement de la signification et du contenu mental. (shrink)

حباب معرفتی و اتاق بازتاب دو پدیده دوران پسا-حقیقت هستند که در آن‌ها دانش علمی انکار می‌شود. تای نوین معتقد است این پدیده‌ها دانش علمی را با طرد و بی‌اعتمادی به آن انکار می‌کنند. هدف از پژوهش حاضر این است که راه‌کاری برای تمیز میان دانش علمی و دانش درون این جوامع به دست آورده تا امکان خروج از آن‌ها میسر شود. به این منظور، با استفاده از روش تحلیلی-توصیفی ابتدا به تبیین این دو پدیده و بررسی راه‌کار ارائه‌شده برای (...) خروج از آن‌ها پرداخته و ایرادات این راه‌کارها را نمایان می‌سازیم. سپس نظریه نظام‌مندی دانش علمی هوینینگن-هون معرفی خواهد شد که بر اساس آن یک در موضوع مشترک، دانش علمی در ابعاد توصیف، توضیح، پیش‌بینی، دفاع از ادعاهای دانش، گفتمان انتقادی، پیوند معرفتی، ایده‌آل کامل بودن، تولید دانش و بازنمایی دانش، نظام‌مندتر از دانش روزمره است. مطابق این نظریه، نظام‌مندی به این معنا است که دانش علمی تصادفی، دلخواهانه، بدون برنامه، بدون نظم و ترتیب نبوده و روشمند (متدولوژیک) است. در بخش پایانی به بحث و بررسی استفاده از نظریه نظام‌مندی در پدیده‌های ذکرشده می‌پردازیم. نتایج پژوهش حاضر نشان می‌دهد نظریه نظام‌مندی بدون آن‌که به دام ایرادات راه‌کار نوین بیافتد، قادر است به عامل معرفتی کمک کند میان دانش علمی و دانش روزمره تمیز داده و امکان خروج از آن‌ها را پدید می‌آورد. (shrink)