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)

Here I will explore Books One-Four of "Nicomachean Ethics" in order to see Aristotle conception of the Ethics language. Aristotle believes in plurality of methods and accordingly ethics as a discipline of knowledge should have its own subject, end and method. Such a complexity shapes a specific language for ethics but it is scattered in his treatise and in this paper I want to collect them in one place.

With regard to the new directions in the Humanities, here I am going to consider and examine the approach of al-Farabi as a medieval thinker in introducing a new outlook to “language” in difference with the other views. Thereby, I will explore his challenges in the frame of “philosophical humanism” as a term given by Arkoun (1970) and Kraemer (1984) to the humanism of the Islamic philosophers and their circles, mainly in the tenth and eleventh centuries. Al-Farabi’s conception of philosophical (...) humanism, in which philosophy is thick and religion is thin, makes its agony with the other versions of humanism and also orthodox Islam. It means that his introduction of a humanistic understanding of language should be placed in such a multi-level contested environment. According to al-Farabi, language as a universal category has relation with reason that logic should function as its proper instrument. As a result, there is no specific privileged predetermined language, but the position of any language is shaped by its relation with human reason and formal logic that is something human-made. And such a conception means language in human terms. Key Terms: Al-Farabi; Language; Philosophical Humanism; Arabic: Greek . (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)

In this paper in the context of philosophical ethics I want to explore the classical reception of Farabi from Happiness through Aristotle's Nicomachaean Ethics.

With regard to the importance of interrelations and interplays of topos and logos in ancient theory and practices, here I will appropriate Aristotle philosophizing of topos and logos and apply it for the ancient persian Empire as reflected in related inscriptions.

Usually thoughts are not in isolation but in varing degrees have interrelations with each other. With regard to this historical fact as a classist want to explore the reception of a few medieval Arabic texts and writers of Socrates available teachings about politics.

In Islamic Arabic /Persian thought speculations about ethics may be divided into textual / scriptural; theological; religious; and philosophical too. The “philosophical ethics” has within itself Socratic, Platonic, Aristotelian and neo-Platonic trends and versions with such main thinkers such as Farabi; Avicenna; and Averroes. Here we will concentrate on Farabi and those aspects of his speculations that are Aristotelian and can be reordered and arranged around “practical reasoning”.

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.

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)

Advocates of Causal Decision Theory (CDT) argue that Evidential Decision Theory (EDT) is inadequate because it gives the wrong result in Newcomb problems. Egan (2007) provides a recipe for converting Newcomb problems to counterexamples to CDT, arguing that CDT is inadequate too. Proposed by Edgington (2011), the Conditional Causal Decision Theory (CCDT) is widely taken uncritically in the recent literature as a version of CDT that conforms to the supposedly correct pre-theoretic judgments about the rationality of acts in Newcomb problems (...) and Egan cases. While the renewed attention to the debate between EDT and CDT is mostly focused on how various theories treat Egan cases, this paper scrutinizes Edgington’s treatment of Newcomb problems and argues that, despite Edgington’s promise, CCDT actually fails in Newcomb problems. This, I assume, shows that CCDT is superior neither to the classic visions of CDT nor to EDT. The paper concludes by arguing, in general, that CCDT is systematically bound to deliver the same results as does EDT in any decision problem. Despite being formulated in terms of causal notions, therefore, it collapses back into the classic EDT. (shrink)

I defend external world realism. I assume that the principle of inference to the best explanation is justified: roughly, a hypothesis that provides a better explanation of the total evidence is more probable than one that does not. I argue that the existence of a world of spatial objects provides a systematic explanation of the spatial contents of visual experience, and that it provides a better explanation than traditional skeptical hypotheses. This paper thus pursues the explanationist strategy of Laurence BonJour (...) and Jonathan Vogel. It is an improved, more compelling defense, for at least two reasons. First, the attention to spatial properties, and in particular to what I call perspectival projections, makes the explanatory power of the realist hypothesis much more vivid and concrete. Second, the argument preserves and elucidates much that seems correct in the explanationist arguments others have offered while avoiding significant problems and shortcomings. (shrink)

In this paper, I have explored and examined al-Farabi short treatise on fourteen ancient Greek proper names that somehow all of them are related to wisdom. Al-Farabi explicit intention as a philosopher/philologist is to "interpret" them and accordingly here his possible conception and meaning of this term within a short exotic onomasticon of non-Arabic proper names is examined.

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 large part of Richard Rorty’s works focus on criticizing the received view about philosophy. He argues, in his historical reconstruction of philosophical activity, that there has always been a misconception about philosophy in the history of philosophy. This misconception assumes that philosophy aims to grasp the ultimate knowledge, so it desperately engages in an attempt to achieve “truth”. In this view, which he calls representationalism and points to it by the metaphor of the mirror of nature, knowledge aims to (...) represent something out of mind, and the duty of philosophy is to put forward a theory about the representation. According to Rorty, based on this popular view philosophy is a foundational discipline that aims to evaluate epistemological claims of other disciplines. Rorty attempts to criticize and reject this Cartesian epistemological agenda for philosophy. Rorty’s approach to philosophy is therapeutic; that is, he tries to resolve philosophical problems rather than solve them. By adopting a historical method, Rorty seeks to show that “philosophy as epistemology” is a result of the dominance of what he calls the metaphor of the mirror of nature. From a critical rationalist perspective, the present article intends to critique Rorty’s views on epistemology. In this paper, Rorty’s historiographical approach is criticized in several ways. First, Rorty offers a one-sided and biased reconstruction of the history of philosophy to fit the abovementioned metaphor. Secondly, he treats history as rigid data from which it is possible to draw doctrinal conclusions. Whereas, as critical rationalists have said time and again, history by itself has no meaning. Moreover, Rorty’s justificationism is criticized. Rorty maintains that knowledge needs to be justified, and since it cannot be justified through representation, it must be justified by the consent of society. In other words, agreement in a group of people can provide an epistemic authority. Thus, both Rorty’s view and foundationalism, despite their differences, share justificationism in epistemology. That is, they both believe that knowledge needs to be justified. On the other hand, as critical rationalists have shown, justification in any shape and form, whether internal or external, is neither possible nor necessary. We also attempt to illustrate how Rorty’s epistemological approach results in confusion between epistemology and psychology; moreover, his epistemological behaviorism still suffers from some sort of justifications. In conclusion, Rorty expresses his criticism of epistemology with the metaphor of the mirror of nature. According to him, foundationalism is the result of the conflation of the Platonic conception of knowledge as something unchangeable, with the Cartesian mind that seeks certainty. However, his ignorance of the main crux of the matter in epistemology causes his own suggestion of epistemological behaviorism to suffer from the same problem, that is justificationism, which now appears in another form, i.e., social consensus. While, as critical rationalists repeated time and again, justification is neither possible nor necessary and not even desirable. They have shown that a non-justificationist approach to knowledge aimed at truth as a regulative idea could be a better approach. (shrink)

With regard to the importance and position of phone for thought and language in Aristotle, and his brief account of it in Περὶ Ψυχῆς / De Anima, here I am going to paraphrase his brief mentioning in the chapter eight of the second book of the mentioned treatise. When we read the pertinent section of 4201b - 421a, we see that Aristotle examines it in connection with “hearing” as a sense that is embedded in his wide discussion about “soul”. But (...) when we go into details under this general topic, we see that phone definition is connected with three concepts such as sound, phantasia and semantic. In other words, Aristotle considers human phone in a unit that consists of “hearing, sound, phantasia and semantic” and all of these within a broader specific discussion about human “soul” denotes to the texture and nature of his account. (shrink)

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)

Abstract: The emergence of the novel coronavirus (COVID-19) in 2019 has presented the world with an unprecedented global health crisis. The rapid and widespread transmission of the virus has strained healthcare systems, disrupted economies, and challenged societies. In response to this monumental challenge, the intersection of technology and healthcare has become a focal point for innovation. This research endeavors to leverage the capabilities of Artificial Neural Networks (ANNs) to develop an advanced predictive model for forecasting the spread of COVID-19. It (...) involves the collection, analysis, and integration of diverse datasets encompassing epidemiological, clinical, and social factors that influence the virus's dissemination. (shrink)

Phone is a topic that is not so much explored and examined in Plato. Given eighteen times use of this word in Protagoras, this dialogue can be the suitable place to do a research about its meanings. Here the use of phone covers different subjects and facets of this word as an umbrella word so that in order to reach an ordered and meaningful understanding we place those aspects which are analogous in specific set and title.

With regard to the importance of discovering the method of Farabi and his circle in working and involving with the ancient Greek texts such as Plato nomoi / Laws, in this paper I will explore and examine Introduction / Conclusion of Farabi summary.

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)

One of the issues in regard to any language including classical Greek is phone. But it seems that Plato reflections on this notion are scattered, fragmented, and the like. With regard to this issue, by working on Protagoras dialogue I have tried to explore and explain the word/idea of phone that is used eighteen times in different meanings and significations.

This study was conducted with the aim of developing the academic work in the Palestinian universities. No one can deny the technological stage that we are witnessing in the present era. Our mission is to use this development to develop the educational process. The Artificial Intelligence of the most important branches of computer science, which is interested in the development of computer software in order to make them simulate intelligent human, recently it emerged promised based on artificial intelligence applications are (...) intelligent tutoring system one of the most prominent of these applications is the most useful in the field of education. Intelligent tutoring system are programs that are helping the student and the teacher in the educational process, so that the student exploits these systems to increase his education and the acquisition of scientific skills, and we are not exaggerating if we say that the future of the development of the educational process is through the development of intelligent private teaching systems because it adapts to me intellectual level of the student as well as easy to use and available 24 hours every day. In this study, a smart tutor was designed using the ITSB tool developed by Prof. Sami Abu Nasser to develop the process of teaching the computer skills course. This course is a university course that teaches students of Israa University on different samples of students. After completion of the course, and evaluate the special lecturers who studied the course and used the system in the process of teaching and arrived at a set of conclusions and recommendations make sure that the use of the tutor Smart smartphone is important in the development of laboratory teaching has positive results in improving the level of scientific student . (shrink)

In this study, we aimed to investigate how prospective science teachers, who participated in a series of explicit-reflective activities for NOS teaching, understood "science in a social and cultural context" in the context of a biographical documentary film. We adopted a phenomenological approach. The data were analyzed descriptively by considering the aspects of nature of science and the levels of understanding as defined in Dilthey's hermeneutic approach. In this way, we determined participants’ levels of hermeneutic understanding regarding the nature of (...) science. The findings show that the participants regarded science within the framework of aspects of the consensus view blended with somewhat authentic interpretations and at a basic level of understanding from the point of view of hermeneutics. This finding highlights the importance of integrating the hermeneutic approach into the teaching process in understanding science. (shrink)

Intelligent tutoring system (ITS) is a computer system which aims to provide immediate and customized or reactions to learners, usually without the intervention of human teacher's instructions. Secretariats professional to have the common goal of learning a meaningful and effective manner through the use of a variety of computing technologies enabled. There are many examples of professional Secretariats used in both formal education and in professional settings that have proven their capabilities. There is a close relationship between private lessons intelligent, (...) cognitive learning and design theories; and there are ongoing to improve the effectiveness of ITS research. And it aims to find a solution to the problem of over-reliance on students' teachers for quality education. The program aims to provide access to high-quality education to every student, and therefore the reform of the education system as a whole. In this paper, we will use Intelligent Tutoring System Builder (ITSB) to build an education system on cloud computing in terms of the concept of cloud computing and components and how to take advantage of cloud computing in the field. (shrink)

This study aimed to identify the role of strategic leadership in activating time management strategies to enhance administrative creativity skills at Al-Azhar University. The sample of the study was random stratified sample from (245) administrative employees using questionnaire as a main tool for primary data collection. Total respondent were (112) questioners. Descriptive and quantitative approach used in this study. The general results of the study showed high levels of strategic leadership at Al-Azhar University, average level of application of time management (...) strategies and administrative creativity. This means there is acceptance approval that there is a statistically significant relationship between strategic leadership and time management strategies in Palestinian universities in Gaza Strip with a correlation level (0.724). Also, there is a statistically significant relationship between time management strategies and administrative creativity in Palestinian universities in Gaza Strip under study with a correlation level (0.848). According to static analysis, there is a statistically significant relationship between the dimensions of strategic leadership and administrative creativity in Palestinian universities in Gaza Strip under study, with a level of correlation (0.767%). This leases to high investment process for all available factors and elements in order to maximize and increase production and eliminate waste, wasted and unexploited employees' time and capabilities, which leads to achieving more effectiveness, positivity, productivity and increased organized effort. The study recommended necessity of having the elements of strategic academic leadership and activating time management strategies towards enhancing administrative creativity among workers in Palestinian universities in Gaza Strip. Also study recommended to encourage, support, and reward personal initiatives and creative ideas. Also study recommended available of wise and conscious strategic leadership to rationalize the behavior of individuals, mobilize their energies, mobilize their capabilities, coordinate their efforts, organize their affairs and direct them in the right direction towards achieving the desired goals and objectives. (shrink)

Artificial Intelligence (AI) is rapidly transforming Human Resource Management (HRM) by enhancing the efficiency and effectiveness of key functions such as recruitment, performance management, and employee engagement. This paper explores the integration of AI technologies in HRM, focusing on their potential to revolutionize these critical areas. In recruitment, AI-driven tools streamline candidate sourcing, screening, and selection processes, leading to more accurate and unbiased hiring decisions. Performance management is similarly transformed, with AI enabling continuous, data-driven feedback and personalized development plans that (...) align with organizational goals. Furthermore, AI facilitates more engaging and tailored employee experiences by leveraging predictive analytics to anticipate and address employee needs. Despite these advancements, the paper also addresses the ethical considerations and challenges associated with AI in HRM, including data privacy concerns and the risk of over-reliance on automated systems. Through a comprehensive analysis, this paper aims to provide insights into how AI can be strategically leveraged to optimize HRM practices, while highlighting the need for a balanced approach that integrates human judgment with technological innovation. (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.

This paper employs a technical framework that integrates physical, historical, semiotic, and structuralist analyses to conduct a semiotic deconstruction of the "Thinker Man" statue. The study systematically examines the statue’s scale, materiality, and form, situating it within a mental health hospital to explore themes of resilience and legacy. Key signifiers are analyzed to uncover meanings related to contemplation and psychological strength, while structuralist methods highlight the interdependencies among these elements. Drawing a superficial analogy to state space representation from control systems (...) and dynamics, the interactions of semiotic components are modeled to illustrate the statue’s comprehensive significance. This analysis was conducted as a midterm assignment under the guidance of Ayşe Deniz Hakyemez in the Textual Analysis and Argumentation class. (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)

Phone is a topic that is not so much explored and examined in Plato. Given eighteen times use of this word in Protagoras, this dialogue can be the suitable place to do a research about its meanings. Here the use of phone covers different subjects and facets of this word as an umbrella word so that in order to reach an ordered and meaningful understanding we place those aspects which are analogous in specific set and title. -/- .

Bu çalışma, geleneksel din felsefesindeki kötülük probleminin gerçek değil sözde bir problem olduğunu, dolayısıyla çözümlemeye çalışmak yerine tasfiye edilmesi gerektiğini öne süren bazı yeni tarihli iddiaları değerlendirmektedir. Öncelikle ele alınan konu sözde problem dendiğinde ne kastedildiğidir. Bir problemin iki tarafının karşılıklı olarak aynı yanlış varsayımı yaptığı durumlar literatürde sözde problem olarak nitelendirilmektedir. Makalede bu anlamda sözde problemin türleri ve ölçütleri belirlenmektedir. Arkasından geleneksel kötülük problemini oluşturan argüman ortaya koyulmakta ve problem için getirilen çözüm önerileri tanıtılmaktadır. Makalenin son bölümünde, önceki bölümlerde (...) tanıtıldığı şekliyle kötülük probleminin, önceki bölümlerde tanıtıldığı şekliyle sözde problem ölçütlerini karşılayıp karşılamadığı incelenmektedir. Varılan sonuç, kötülük problemine yönelik sözde problem iddialarının savunulabilir olmadığı, problemi tasfiye etmek için ortada sağlam bir gerekçe bulunmadığıdır. (shrink)

Göbeklitepe is regarded as one of the oldest temples of the humanity according to archaeologs. In this work, by going back twelve thousand years, we will attempt both to provide information about this structure and to make interpretations by highlighting the theological and philosophical associations of this structure. In our study, we will examine Göbeklitepe not from the perspective of archaeology and history of art but from that of philosophy of religion and religious symbolism. In our research, we benefit from (...) the data of archeology and historical geography. The basic aim of this search is archaeological data that is obtained in the region and to evaluate these datas based on the historical geography and the history of religions. When it is, we have interpreted according to language of religion and religious symbolism. As a result, contrary to popular belief, we saw important reasons Göbeklitepe area that is sacred structures, the people of the Stone Age is not primitive and faith is as old as humanity. We have reached the conclusion that must be rethought the development of human civilization on the Göebeklitepe Temples. Our main objective is to connect Göbeklitepe with philosophical and theological literature and to propose a method and subject as to how to accomplish this. Thus, our study is just an attempt at interpretation. (shrink)

This study was conducted with the aim of developing the academic work in the Palestinian universities. No one can deny the technological stage that we are witnessing in the present era. Our mission is to use this development to develop the educational process. The Artificial Intelligence of the most important branches of computer science, which is interested in the development of computer software in order to make them simulate intelligent human, recently it emerged promised based on artificial intelligence applications are (...) intelligent tutoring system one of the most prominent of these applications is the most useful in the field of education. Intelligent tutoring system are programs that are helping the student and the teacher in the educational process, so that the student exploits these systems to increase his education and the acquisition of scientific skills, and we are not exaggerating if we say that the future of the development of the educational process is through the development of intelligent private teaching systems because it adapts to me intellectual level of the student as well as easy to use and available 24 hours every day. In this study, a smart tutor was designed using the ITSB tool developed by Prof. Sami Abu Nasser to develop the process of teaching the computer skills course. This course is a university course that teaches students of Israa University on different samples of students. After completion of the course, and evaluate the special lecturers who studied the course and used the system in the process of teaching and arrived at a set of conclusions and recommendations make sure that the use of the tutor Smart smartphone is important in the development of laboratory teaching has positive results in improving the level of scientific student . (shrink)

In this article, we re-examine Pascal’s Mugging, and argue that it is a deeper problem than the St. Petersburg paradox. We offer a way out that is consistent with classical decision theory. Specifically, we propose a “many muggers” response analogous to the “many gods” objection to Pascal’s Wager. When a very tiny probability of a great reward becomes a salient outcome of a choice, such as in the offer of the mugger, it can be discounted on the condition that there (...) are other symmetric, non-salient rewards that one may receive if one chooses otherwise. (shrink)

In recent years, the ethical impact of AI has been increasingly scrutinized, with public scandals emerging over biased outcomes, lack of transparency, and the misuse of data. This has led to a growing mistrust of AI and increased calls for mandated ethical audits of algorithms. Current proposals for ethical assessment of algorithms are either too high level to be put into practice without further guidance, or they focus on very specific and technical notions of fairness or transparency that do not (...) consider multiple stakeholders or the broader social context. In this article, we present an auditing framework to guide the ethical assessment of an algorithm. The audit instrument itself is comprised of three elements: a list of possible interests of stakeholders affected by the algorithm, an assessment of metrics that describe key ethically salient features of the algorithm, and a relevancy matrix that connects the assessed metrics to stakeholder interests. The proposed audit instrument yields an ethical evaluation of an algorithm that could be used by regulators and others interested in doing due diligence, while paying careful attention to the complex societal context within which the algorithm is deployed. (shrink)

Abstract: Vegetables are an essential component of a healthy diet and play a critical role in promoting overall health and well- being. Vegetables are rich in important vitamins and minerals, including vitamin C, folate, potassium, and iron. They also provide fiber, which helps maintain digestive health and prevent chronic diseases. We are proposing a deep learning model for the classification of vegetables. A dataset was collected from Kaggle depository for Vegetable with 15000 images for 15 different classes. The data was (...) preprocessed, normalized and split into three sets (train, valid, test). The proposed model was trained and validated using the train and valid sets and accuracy of both training and validation was very high. For the evaluation of the proposed model we utilized these metrics: accuracy, F1-score, precision, Recall and time required for testing. We then tested the proposed model using the test set. The result of the testing was accuracy (99.95%), F1-score (99.95%), precision (99.95%), Recall (99.95%) and time required for testing the test set was 1.38 seconds. (shrink)

This study aimed to determine the levels of pre-service teachers' nature of science (NOS) knowledge, assess their pseudo-scientific beliefs, and examine the relationship between aspects of their NOS knowledge and these beliefs. It also aimed to determine whether NOS knowledge and pseudo-scientific beliefs depended on the discipline and gender. A survey method was conducted in this study. Data were collected from 215 pre-service teachers who are being educated in different fields in a state university. Two different five-point Likert scales were (...) applied. Scale 1, which hasthree factors, measured pseudo-scientific beliefs, while Scale 2, which has seven factors, measured NOS knowledge. As a result, preservice teachers' NOS knowledge was found to be inadequate and their pseudoscientific beliefs were excessive. All factors of Scale 1 were positively correlated with each other, and they were correlated with some components of NOS knowledge. Significant differences were found between disciplines in the analysis of the factors of Scale 2; however, no significant differences were found between genders. (shrink)

During the rapid process of deindustrialization in Iran, the term ‘industrial heritage’ has recently emerged as a new subject into public realm. In order to integrate the methodologies for the protection and adaptive reuse strategies, the ‘industrial heritage’ itself needs to be divided into various categories. UNESCO has begun inscribing increasing numbers of local industrial legacies such as railway, mines, factories, assembly plants, agricultural production and manufacturing production in its World Heritage List. However, in the process of their adaptive reuse (...) the question of heritage meanings arises. Over the past century in Iran, powerful corporate and governmental actors have created a broad range of oil imaginaries that changed over time and in line with local cultures. Starting from 1920s and after the nationalization of oil industry in Iran, oil cities such as Abadan and Masjid Suleiman saw massive expansion to house labors and oil-industry specialists who had arrived from the United States, Europe, India, and the Persian Gulf states. This research aims to clarify how the oil industry, in close collaboration with national governments, has materially shaped the oil cities through oil-specific architecture like company headquarters, gas stations, retail and infrastructure buildings. The current legacy of oil industry continues to reshape the industry, society and politics as well. This research uses a critical and analytical problem-based approach to examine the current policies that build a new image and identity through adaptive reuse strategies to promote sustainable local development in Iran’s industrial heritage. (shrink)

Nasreddin Hoca gercek bir kisi midir, yoksa, Hoca’nin dusunce duzenini seven toplumun kendi icinden yarattigi bir simge kisilikmidir? Bu konu uzerine eski ve yeni gorusler ileri surulmustur.[i] Genellikle 13 cu yuzyilda yasadigi soylenir. Nasreddin Hoca’nin bu dogum tarihi ile birlikte, Deneyli Bilim’in kurucusu oldugu ongorulen Ingiliz soylusu Francis Bacon, Baron Verulam (1561-1626) dan soz etmek gerekir. Bacon’un yazdigi Instauratio Magna Novum Organum[ii] kitabi, deneyli bilimlerin baslangici olarak gosterilir. Bu iki kisi, Nasreddin Hoca ve Baron Bacon’in, dusunce kimlikleri nelerdir? Yarattiklari deyimlerin (...) kimlik ayrintilari nelerdir? Bu kimlikleri ne gibi yollarla ve hangi amaclar ile edinmislerdir? Ne yolda kullanmislardir? Bu sorularin karsiligini, okuyucunun vermesi gereklidir. Okuyucunun verecegi karsilik, okuyucunun kendi kimliginin ortaya cikmasina, ya da, en azindan, okuyucunun oz dusuncesel kimligini sorgulamasina neden olacaktir. (shrink)

This paper tackles a highly relevant issue, namely the relationship between climate justice and democracy. The driving motivation of the paper is to ask what principles of climate justice demand from democracies. The paper explores intrinsic and instrumental arguments and develops a sufficiency account: citizens are entitled to the emissions necessary not only to realize their basic needs but to participate as equals in political decision making.

Intelligent tutoring system (ITS) is a computer system which aims to provide immediate and customized or reactions to learners, usually without the intervention of human teacher's instructions. Secretariats professional to have the common goal of learning a meaningful and effective manner through the use of a variety of computing technologies enabled. There are many examples of professional Secretariats used in both formal education and in professional settings that have proven their capabilities. There is a close relationship between private lessons intelligent, (...) cognitive learning and design theories; and there are ongoing to improve the effectiveness of ITS research. And it aims to find a solution to the problem of over-reliance on students' teachers for quality education. The program aims to provide access to high-quality education to every student, and therefore the reform of the education system as a whole. In this paper, we will use Intelligent Tutoring System Builder (ITSB) to build an education system on cloud computing in terms of the concept of cloud computing and components and how to take advantage of cloud computing in the field. (shrink)

Universite’nin gorevi nedir? Su tanim’i yapabiliriz: dusunceleri birlestirip,ilerletmek. Dusunceleri birlestirmek ve ilerletmek neden gereklidir? Bir atilim’a gecmek icin, yer alacak olaylarin onceden ve kapsamli olarakdusunulmesi gerekir. Dusunceler, bir atilimin baslangicidir ve yalniz universite icinde gelismez.Dusunceler bir yonetim'e katilim birimi icinde gelkisebilecegi gibi, arkadastopluluklari icinde de yer alabilir. Ayrica, bir tek kisi'ce de olusturulup birkitap icinde dunya'ya sunulabilir.

Enis Doko bu kitapta 1) ahlakın doğasından hareketle nesnel ahlaki olguların varlığına (ahlaki gerçekçilik), 2) ahlaki gerçekçilikten hareketle ahlaki olguların doğal olgular olamayacağına, 3) doğal olmayan ahlaki olguların varlığından hareketle de Tanrı'nın varlığına ulaşmaya çalışıyor. Göreceğimiz gibi bu üç adımın her biriyle ilgili ciddi sorunlar var.

The article studies the impact of Fintech on entrepreneurship in Arabic region by using Crowdfunding platforms as the field of study. The article focuses on Arabic Crowdfunding platforms. The population of (12) platforms consist of: individuals, entrepreneurs, investors, employees at Crowdfunding platforms. Descriptive and quantitative approach used in this article, and a questionnaire used as a tool to collect primary data. The results indicate an impact for Fintech on entrepreneurship in general and obvious obstacles to use it widely in Arabic (...) region cause of legislations or e-payments. The article recommended more awareness for innovative products and services such as Fintech, Crowdfunding and adopting the culture of e-business models. Also the article promoting the process of developing regulations that organize e-business models, especially Fintech and Crowdfunding, the use of modern communication technology to serve the development of society, more interest to innovation and creativity as a key factor for entrepreneurial success. (shrink)

There is an increase in the use of in-door wireless networking solutions via Wi-Fi and this increase infiltrated and utilized Wi-Fi enable devices, as well as smart mobiles, games consoles, security systems, tablet PCs and smart TVs. Thus the demand on Wi-Fi connections increased rapidly. Rule Based System is an essential method in helping using the human expertise in many challenging fields. In this paper, a Rule Based System was designed and developed for diagnosing the wireless connection problems and attain (...) a precise decision about the cause of the problem. SL5 Object expert system language was used in developing the rule based system. An Evaluation of the rule based system was carried out to test its accuracy and the results were promising. (shrink)

Coronary arteries were studied on 110 postmortem human hearts during January 2000 to December 2001 in the department of Anatomy and Microbiology, Bangladesh Medical College to observed. The pattern of coronary dominance and its relation with atherosclerosis was observed. Atherosclerosis was found in 49(44.5%) samples, among which 37(56.%) were from male and 12(26.7%) from female hearts. This difference was significant (P<0.01). Right dominance was observed in 72 (65.5%) cases while 17 (15.5%) had left dominance and 21 (19.1%) had balanced type (...) of circulation. Balanced type of circulation was observed more among females (14; 66.7%) while left dominance was more frequent among males (13; 76.5 %). This deference on the basis of sex was significant (P<0.05). Significant (P<0.001) relationship was also observed between atherosclerosis and dominance of coronary artery. It may be concluded that atherosclerosis was present in almost half of the studied subjects and was found more among males. Left dominance was more frequently present among males it was associated with atherosclerosis. (shrink)

The value of science partly lies on the development of useful products for humanity’s needs, but basic sciences cannot be said the “protagonists” of their obtention. Human history shows that these processes occur as a result of interactions between science and technology, mathematics, and engineering, as well as ethics and aesthetics. This network of disciplinary relationships facilitating the impact of scientific knowledge on human lives is at the center of discussions in the field of Science, Technology, Engineering, and Mathematics (STEM) (...) education, and will be the focus of this article. Since the problems encountered in people’s everyday activities cannot be solved with the knowledge and skill of a single discipline, there emerges an aim for general education to attain more holistic understandings required by human needs. Our conceptualization of STEM education, based on classical Greek philosophy, addresses this issue. We acknowledge that the traditional paradigm of monodisciplinary education, formed as a result of the separation of sciences over history, has been challenged in the last two decades with the rise of integrating approaches in science and technology education. STEM is consistently mentioned as a way for gaining the integrated knowledge and skills deemed important for the near future, but theoretical searches towards solving its basic problems are still ongoing and we take this as our general research problem. In this argumentative study, the philosophical approach proposed to shed light on STEM education practices is structured along two conceptual axes: integration of disciplines and inclusion of humanistic goals. Suitable foundations for our proposal are sought in Aristotelian philosophy: We use Aristotle’s conception of a particular kind of human activity—poiesis, that aims to create “useful” and “aesthetic” products in order to propose an engineering “center” or “core” in the design of STEM school practices. Our model, labeled as “poietic” STEM, incorporates key elements of the nature of engineering; under the light of such a model, some aspects of what is called the “nature of STEM” are discussed. We conclude that, in an education envisaging more holistic approaches towards citizen literacy, it is necessary to connect the performance of STEM with responsible human interaction. In accordance with this requirement, our approximation to STEM centered on an epistemologically sophisticated conception of engineering makes room for fostering shared awareness in students. (shrink)

Bir sure once, “Tarih’in sona erdigi” ileri surulmus idi. Soguk Savas cercevesinde ele alinan bir dusunce olup, ilgili “carpismanin” sona ermesi ile bundan boyle karsilastirmali tarih yazilmasina gerek kalmadigini, kazananlarin gorusunun tek gecerli gercek oldugunu vurguluyordu. Ya da oyle gosterilmesi isteniyordu. -/- “Turk Tarihi, Toplumlarin Mayasi, Uygarlik (1990)” ve “Kutluk Veren Bilgi Ve 26 Agustos’a Giden Yol (2000)” yazilarimda, Kutluk Veren Bilgi nitelikleri uzerinde gorus belirtmis idim. Aradan gecen sure icinde de Kimlikler [IDENTITIES: how Governed, Who Pays? (Carrie, 2001); Turkcesi: (...) Etnik ve Toplumsal Kimlikler Nasil Olusur? (KaraM, 2005) Ceviren: Osman Karatay] kitabini yayinladim. Amac, Kutluk Veren Bilgi’nin gorevini ne yontemler ile yerine getirdigini ele almak idi. Bu arada, Kutluk Veren Bilgi ile ugrasanlarin ne tur yaklasimlarla ise girisebilecekleri de ana cizgileri ile oneriliyordu. Bu yonde en onemli ozelliklerden biri de, Kutluk Veren Bilgi’ye ulasmak icin butun verileri seslendirip degerlendirmeye almak geregi olarak ozetlenebilir. (shrink)