Abstract: Accurate stock price prediction is essential for informed investment decisions and financial planning. In this research, we introduce an innovative approach to forecast stock prices using an Artificial Neural Network (ANN). Our dataset, consisting of 5582 samples and 6 features, including historical price data and technical indicators, was sourced from Yahoo Finance. The proposed ANN model, composed of four layers (1 input, 1 hidden, 1 output), underwent rigorous training and validation, yielding remarkable results with an accuracy of 99.84% and (...) an average error of 0.005. Additionally, we conducted a feature importance analysis, identifying the key drivers of stock price prediction, such as "High," "Low," "Open," "Volume"," and "Date." This study not only offers a highly accurate stock price prediction model but also contributes valuable insights into the influential factors affecting stock prices, enhancing the field of financial analysis and investment decision-making that are suitable for the task. (shrink)

Much has been said about the need for improving the current definitions of scientific authorship, but an aspect that is often overlooked is how to formulate and communicate these definitions to ensure that they are comprehensible and useful for researchers, notably researchers active in international research consortia. In light of a rapid increase in international collaborations within natural sciences, this article uses authorship of this branch of sciences as an example and provides suggestions to improve the comprehensibility of the definitions (...) of authorship in natural sciences. It assesses whether the definition of authorship provided by the European Code of Conduct for Research Integrity can deal with current issues and problems of scientific authorship. Notably, problems that are experienced in project groups with researchers coming from multiple countries. Using theories developed by Jürgen Habermas and Robert Merton, a normative framework is developed to articulate ethical authorship in natural sciences. Accordingly, enriching the current definition of authorship with normative elements and using discipline-specific metaphors to communicate them are introduced as possible ways of improving the comprehensibility of the definition of authorship in international environments. Finally, this article provides a proposal to be considered in the future revisions of the European Code of Conduct for Research Integrity. (shrink)

The practice of assigning authorship for a scientific publication tends to raise two normative questions: 1) ‘who should be credited as an author?’; 2) ‘who should not be credited as an author but should still be acknowledged?’. With the publication of the revised version of The European Code of Conduct for Research Integrity (ECCRI), standard answers to these questions have been called into question. This article examines the ways in which the ECCRI approaches these two questions and compares these approaches (...) to standard definitions of ‘authorship’ and ‘acknowledgment’ in guidelines issued by the International Committee of Medical Journal Editors (ICMJE) and the World Association of Medical Editors (WAME). In light of two scenarios and the problems posed by these kinds of ‘real-world’ examples, we recommend specific revisions to the content of the ECCRI in order not only to provide a more detailed account of the tasks deserving of acknowledgment, but to improve the Code’s current definition of authorship. (shrink)

In this paper we take an approach in Humanoid Robots are not considered as robots who resembles human beings in a realistic way of appearance and act but as robots who act and react like human that make them more believable by people. Regarding this approach we will study robot characters in animation movies and discuss what makes some of them to be accepted just like a moving body and what makes some other robot characters to be believable as a (...) living human. The goal of this paper is to create a rule set that describes friendly, socially acceptable, kind, cute... robots and in this study we will review example robots in popular animated movies. The extracted rules and features can be used for making real robots more acceptable. (shrink)

Recent years have seen a surge of attention to the problem of logical pluralism; most of which has been a reaction to Beall and Restall’s account of logical pluralism as the existence of more than one equally correct semantic relation of logical consequence. The underlying thesis is that the indeterminacy of the notion of validity goes beyond what the inductive-deductive distinction can precisify. The notion of deductive validity itself is indeterminate as well and this indeterminacy has its roots in the (...) indeterminacy of the more fundamental notion of case. Cases are what make the premisses and the conclusion of an argument true; the most notable example being Tarskian models for classical logic. Deductive validity is the preservation of truth across all cases. This paper argues that unless this account of logical pluralism is supplemented with an argument in favor of the equal legitimacy of the purported cases it becomes merely a semi-controversial exposition of how different logics can be generated. (shrink)

Imam Khomeini extended Islamic thought from the theoretical aspect to the practical one, from mysticism and ethics to history and experience, and from legal reasoning and jurisprudence to revolution and the establishment of state. Thus, he presented a wide set of issues and matters of contention which had not been previously discussed in Islamic thought generally and in Shiite thought specifically.

Sad al-Din Dashtaki, and following him, Mulla Sadra Shirazi maintains that all real compositions are unified. After a short review of Dashtaki’s thesis, we concentrate on Mulla Sadra’s version. Mulla Sadra believes that Dashtaki’s version is not coherent and he declines the existence of real parts. We will argue that Mulla Sadra’s objections do not work and furthermore, all things said and done there is no difference between these two versions of the thesis of unified composition. If there is any (...) difference, it is about their theory of existence, not about their theory of composition. Sad al-Din Dashtaki, and following him, Mulla Sadra Shirazi maintains that all real compositions are unified. After a short review of Dashtaki’s thesis, we concentrate on Mulla Sadra’s version. Mulla Sadra believes that Dashtaki’s version is not coherent and he declines the existence of real parts. We will argue that Mulla Sadra’s objections do not work and furthermore, all things said and done there is no difference between these two versions of the thesis of unified composition. If there is any difference, it is about their theory of existence, not about their theory of composition. (shrink)

Some analogous higher-order versions of Skolem’s paradox will be introduced. The generalizability of two solutions for Skolem’s paradox will be assessed: the course-book approach and Bays’ one. Bays’ solution to Skolem’s paradox, unlike the course-book solution, can be generalized to solve the higher-order paradoxes without any implication about the possibility or order of a language in which mathematical practice is to be formalized.

Health development is faced with a variety of important issues including health status disparities; double burden of disease; quality, equity and affordability of health services; community protection in the field of medicine and food; and clean and healthy life behavior. Methods: The method used in this short communication is descriptive-comparative where we review Safety Culture in Indonesian Health Services in five aspects, namely Health Services for the Poor, nutritional problems that are never complete, Extraordinary Events of Communicable Diseases, Poor health (...) in Disaster areas, and finally the number of health workers still lacking and comparing the problem of Human Resources Health problems in Indonesia according to WHO (2011) and the Indonesian Ministry of Health (2009). Results: The results obtained in this brief communication are that we get new information in the form of problems encountered in Safety Culture in Indonesian Health Services, examples of cases that occur, policies taken by the government in handling them and the results obtained after the implementation of the policy. All of these are reviewed in five aspects. Conclusion: The conclusion we can take in this brief communication is that health problems that occur in Indonesia have not been resolved even though the government has implemented policies related to these problems but has not been resolved to date. (shrink)

This article introduces the concept of ‘well-living’ as a transformative framework for reimagining quality of life in the face of current global socio-ecological challenges. Through a reflexive theoretical meta-analysis, it critically examines mainstream and reformist well-being discourses while drawing inspiration from transformative perspectives found in recent post-capitalist and indigenous movements. ‘Well-living’ is portrayed as both a civilizational endeavor and a multifaceted imperative, encompassing dimensions of creativity, liveability, conviviality, and alterity across various scales from individual to international contexts. Central to the (...) ‘well-living’ paradigm are nine key qualities, including harmonious coexistence, aspirational foresight and purposefulness, solidarity, autonomy, authenticity, and integrity, thereby promoting an integrated approach to living in balance with oneself, others, and the natural world. Embracing ‘well-living’ as a goal and process can empower individuals and communities to challenge prevailing global capitalist paradigms, re-establish connections with the interconnected web of life, and strive for a more just, regenerative, and diverse world, accommodating multiple perspectives. Lastly, employing a 'commonist' perspective, the article outlines essential institutional and legislative-policy changes required to actualize the vision of 'well-living.'. (shrink)

Sayyid Sadr al-din Mohammad Dashtaki Shirazi is the inventor of the division of composition into unified composition and composition by join. With this division, Dashtaki has expressed a new theory about the composition of the material object from first matter and form, as well as the composition of man from soul and body, and considers these compositions as an alliance and unification, not simply the parts joining to each other. In this paper, we will present Dashtaki’s arguments on the theory (...) of unified composition. We will also examine three objections to this theory and responses to them. Finally, we will examine the background of this theory in Bahmanyar's phrases. Dashtaki believes that when the components in the compound have a real plurality, i.e. each one exists separately from the other, a composition by join is created, such as the composition of a house from numerous clays. But if the components in the compound are united and none of them are separate from the others and exists actually, the resulting composition will be an alliance and union. He believes that in the unified composition, every component is identical to any other component and is identical to the whole. Accordingly, Reza is a unique being, both human and writer. In order to achieve a composition, a plurality is needed and in order to form a single composition, there must be plural components related to each other. An important question is that, principally how is a composition possible, if unified composition comes to existence only when the components are made united with each other and with the whole? In other words, unified composition is not possible, because the first condition of the acquisition of the composition, i.e., the plurality of the constituent components, is not satisfied. Dashtaki strives to express a difference between the components in the union compound. He believes that the conditions of the realization and the survival of the components are different, and that is enough for them to be different. In Dashtaki's point of view, in the unified composition the components are analytical, not being separate and plural, in reality. In other words, the components do not have actual and "in-the-world" plurality, which means that it is our intellect that separates them and looks at them as independent objects. Therefore, unity and identity are in-the-world and plurality and discernibility are analytical and in the mind. Dashtaki's first argument for his theory in general is as follows: the three major material objects (solid, plant and animal) are undoubtedly real compounds. But in these compositions, components exist potentially, and in a unified composition, components do not exist actually. Therefore, these objects are unified compounds. The second argument is that the accuracy of predication implies unity. In the unified composition, the components are identical with the whole, and therefore, the components can be predicated to the composition. In Dashtaki's view, if A is predicated to B, then it could be concluded that they are identical and unified. The first objection to this theory is that the unity is incompatible with causality. From the perspective of the Peripatetics, form is the cause of the matter, and this is incompatible with the union of the two. Dashtaki states that in case of causality, there is no need for cause and effect to be two different and discernible entities, but a single entity may be from one aspect the cause and, from another, the effect. In other words, the foresaid causality is analytical causality. When mind analyses something, and then finds analytical components, it can see between those analytical and intellectual components, causality, and find some of them as the cause of the others. The second objection is the incorrectness of the unity in compounds with components not being similar. only in the compounds having similar parts, one can accept the unity of matter and form. For example, in compounds such as horses, it is not possible to accept the union of matter and form, because in horses, there are components with different natures, such as bones, flesh and nerves. Unity of These parts with each other and with the whole is not plausible. Dashtaki’s respond is that the horse is also a natural unit and has no actual plurality. Components having similar or different natures does not make any difference. According to the theory of unified composition, the horse's components are united with the horse's form and have only analytical plurality. Horse’s components are just analytical components, not actual, independent ones. The third objection is the incompatibility of the actual existence of components with their unity. But Dashtaki maintains that a unique actual personal entity cannot have actual plural components. He states that compounds such as horses exist objectively, but objective and real existing is divided into two kinds: dependent existence, and independent existence as a single real thing. Therefore, the two characteristics of "being a component" and "being independent" are incompatible and do not come together in a real being. Dashtaki has also quoted phrases from Bahmanyar to confirm his point of view. Bahmanyar says that the properties of an animal belong to the whole and compound, not to each component. For example, it is a horse that feels, not its bone or brain, as the eye is also a compound, but seeing is the work of the eye, not the work of any of its components. Therefore, the animal, which is something compound, has characteristics that none of its components have. So the animal is something over and above its components. Bahmanyar thinks the components in the animal are potential. Then he states a general rule: any compound in which unity is real, its components do potentially exist. Therefore, Bahmanyar considers the body parts of the living organism as a potential being and generally believes that the components of any compound that have true unity are potential. The potentiality of the components in a real compound does not that mean that the components are destroyed and a new thing is produced. The components are also available, but they do not have the effects they had separately before the composition comes into existence. In other words, the components have found a unique identity together and therefore have a new effect.. It seems that Bahmanyar has expressed the same idea that Dashtaki is looking for in the theory of unified composition. Therefore, it can be said that before Dashtaki, Bahmanyar has come up with the thought of a unity. Of course, Bahmanyar has not explained much about this, and Dashtaki is the first who has organized and completed this idea as a philosophical theory. (shrink)

According to a bedrock assumption in the current methodology of armchair philosophy, we may refute a theory aiming at analyzing a concept by providing a counterexample in which it intuitively seems that a hypothetical or real situation does not fit with what the theory implies. In this paper, we shall argue that this assumption is at most either untenable or otherwise useless in bringing about what is commonly expected from it.

Conscientious Sociology is an introductory but essential step towards the recognition of paradigmatic contestations and shifts in the post-1970s Social Sciences. It develops an ideal typology of three major paradigms, i.e. the Foundationalist, the Relativist and the Critical-Conscientious Paradigms by discussing and comparing their principles in four Meta-Theoretical domains: Ontology, Epistemology, Methodology, and Axiology. Hosseini, in his book, shows how the Conscientious paradigm deals with well known dilemmas which are not effectively resolved by two other paradigms; dilemmas like how (...) to create an objective account of reality whereas the subjectivities of actors and investigators are accommodated or what relationship must be set up between quantitative and qualitative methods. The book also further discusses the principles that Conscientious sociologist are expected to consider when engaging in empirical research. It finally, provides its readers with a unique perspective adopted from a radical Iranian social thinker, Ali Shariati whose ideas are portrayed as an insightful exemplar for Iranian critical sociologists. The book also contributes to the growing debates around the nature and future of critical sociology in the West by adding a Southern perspective. (shrink)

Capital Redefined presents a unique perspective on the nature of “capital,” departing from the prevailing reductionist accounts. Hosseini and Gills offer an expanded perspective on Marxian value theory by addressing its main limitations and building their own integrative value theory. They argue that the current understanding of “value” must be re-examined and liberated from its subservient ties to capital while acknowledging the ways in which capital appropriates value. This is achieved by differentiating between “fetish value” created by capital and (...) “true value” generated through various commons-based forms of coexistence. The authors propose a defetishization of value by rejecting the commonly accepted idea of its objectivity. They introduce their “commonist value theory,” which redefines capital as both the product and process of perverting the fundamental commoning causes of true value into sources of fetish value. Capital is theorized through a “modular” framework, where multiple intersecting processes constitute a comprehensive power structure, a “value regime,” representing an unprecedented degree of the domination of capital over life. Their theory reconciles two apparently incompatible views on the notion of value. One view encompasses all inputs involved in capitalist value production and conflates intrinsic and commodity values. The other warns against this conflation as it treats capital as an entity tightly associated only with commodity production and wage labor. The authors believe that establishing alternative forms of value creation based on normative principles of living in commons is crucial as an analytical base for criticizing existing power structures and economic systems. The book offers a theoretical foundation for transforming our life worlds toward “post-capitalist” futures. It appeals to scholars and students in various fields, such as political economy, capitalism, and post-capitalist studies, economic and political sociology, globalization, development studies, social ecology, and ecological philosophy. The Open Access version of this book, available at taylorfrancis com, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license. (shrink)

One of the most important questions in epistemology is the nonphysical realities, like phenomenal consciousness. The main claim of physicalism is real explanations of events and properties are only physical explanations and representationalists are agree too. Thus these realities can explained by the rule of biases of physical and objective events.On the other hand , phenomenalists maintain that conscious experiences and aspect of subjectivity of phenomenal consciousness are not. In this article I attempt formulated the problem of phenomenal consciousness based (...) on the Perspectival Subjectivity and next proposed the solutions of theories of representation of mind then declare objections on the theories of representation of mind. There is a question as can be the theory of representation of mind the frame for causal explanation of the problems of phenomenal consciousness? (shrink)

This article tries to examine Husserl's theory of signification and reference, while presenting a content-oriented view of theory of intentionality and proposing the theory of the ideality of meaning, and thus explores the relation between Being and consciousness under the category of "objectivity" in logical investigation; Because the relationship between Being and consciousness must be sought at the intersection of theory of intentionality and objectivity. This intersection can be proposed in the truth condition of the objectivity of meaning, which acts (...) as the decisive result of Husserl's theory of signification and reference; to this reason, after presenting Husserl's critique of Brentano's causal theory of intentionality, this paper introduces a adverbial reading of theory of intentionality which is Husserl's specific theory of intentionality in logical investigation. According to this theory, the subject always pays attention to the object from his perspective, and this is called the perspectival subjectivity, which is the intrinsic characteristic of the subject. We will then show that the theory of the ideality of meaning is the result of the threefold structure of Husserl's intentionality and the content-oriented view of intentionality. Contrary to the claim of this theory that its true and inherent characteristic is intentionally its phenomenological aspect, the theory of reference and its corresponding meaning cannot satisfy the condition of the objectivity of meaning; Thus, theory of intentionality is based on an inadequate content-oriented attitude. (shrink)

This Paper attempts to Jude the axiology of Aristotle’s Philosophy based on Aristotelian Philosophy. For this Purpose, we will first Prove axiology as a kind of knowledge and then we will study the relation between axiology and two others knowledge domains, that is, ontology and epistemology. We will demonstrate that values like goodness and beauty, are same final cause and formal cause for explanation of values of every thing. At least, in the nature, goodness and beauty are the idea of (...) reality which is Present in every things. Although values Such as beauty and splendor, good and bad exist in relation with us. Indeed, Such values don’t have objective being nor ideal existence. Form epistemology Point of view, the values are known with their formal Cause ,that is, with their general form. In Aristotle’s axiology the concept of the end(Telos) is a fundamental concept which shows that the Aristotle’s Philosophy system is a coherent system. thus Aristotle maintains to ontological and epistemological aspects of the values. Also He has even considered hierarchy of value for creatures, knowledge and values itself. Thus , every thing lied in the hierarchy of valuation which has roots in the concept of the end. It also shows that Aristotle either in the position of philosopher or the position of valuation cannot be free from the valuation of ontology and epistemology. Whit such approach, the second section of the paper attempts to show that the end in Aristotle’s Ethic is Idea of perfect that the human attempts to reach happiness in accordance whit the most complete and the most excellent of the virtue and every one should take care of domination of reason over human behavior and whit continuous practice and one can accomplish the virtues whit no extreme this way, all ethic virtues will be obtained by trusting to one’s capability. (shrink)

Ontological pluralism is the view that there are different ways of being. Historically, ways of being are aligned with the ontological categories. This paper is about to investigate why there is such a connection, and how it should be understood. Ontological pluralism suffers from an objection, according to which ontological pluralism collapses into ontological monism, i.e., there is only one way to be. Admitting to ontological categories can save ontological pluralism from this objection if ways of being ground ontological categories. (...) -/- . (shrink)

This thesis examines Mir-Hosseini’s hermeneutical strategies to reinterpret how Islam understands gender equality by evaluating whether she allows the text to speak or uses specific hermeneutical methods to create the desired egalitarian meaning. I argue that her strategies fail to succeed by examining her understanding of Qur’an 4:34, which she considers the linchpin to furthering gender oppression in Islam, by utilizing Aysha A. Hidayatullah’s work as a framework of examination. I evaluate the interpretive choices she uses to recover gender (...) equality in the Qur’anic and the hadith texts and show that her effort fails to show that the Islamic texts teach the gender equality she purports that they teach. (shrink)

el-Mevârîs fi’ş-Şerîati’l-İslâmiyye fî dav’i’l-Kitâbi ve’s-Sünne. Muhammed Ali Sâbûnî. Kahire: Dârü’l-hadîs tarih yok.

At the end of the 19th century, Turkish romanticism Tevfik Fikret, Namık Kemal, Rıza Tevfik, and Mehmet Ersoy had a powerful impact on the literature that entered the entire Caucasus region. 20th-century Azerbaijan romantics Huseyin Javid and Mohammed Hadi, especially young people, wrote and created in line with their influence and style. The article discusses the aspects of the effect of Turkish and Azerbaijan romanticism on the creativity of Bahtiyar Vahabzade. This study also included the impact of Turkish romanticism (...) on the creativity of Bahtiyar Vahabzade. In addition, the extraordinary influence of prominent artists such as Hüseyin Javid and Muhammed Hadi, the prominent representatives of Azerbaijan romanticism, on the creativity of Bahtiyar Vahabzade has been clarified. These nfluenced Bahtiyar Vahabzade both ideologically and artistically. Accordingly, this study aims to reveal how Bahtiyar Vahabzade, who exhibits his ideological and literary stance inspired by Turkish and Azerbaijan romanticism, reflects these influences in his work. It has been concluded that Bahtiyar Vahabzade's poetry is related to modern Turkish literature and poetry as well as classical Turkish poetry at the time of creation. (shrink)