In the educational hypermedia domain, adaptive systems try to adapt educational materials according to the required properties of a user. The adaptability of these systems becomes more effective once the system has the knowledge about how a student can learn better. Studies suggest that, for effective personalization, one of the important features is to know precisely the learning style of a student. However, learning styles are dynamic and may vary domain-wise. To address such aspects of learning styles, we have proposed (...) a computationally efficient solution that considers the dynamic and nondeterministic nature of learning styles, effect of the subject domain, and nonstationary aspect during the learning process. The proposed model is novel, robust, and flexible to optimize students’ domain-wise learning style preferences for better content adaptation. We have developed a web-based experimental prototype for assessment and validation. The proposed model is compared with the existing available learning style-based model, and the experimental results show that personalization based on incorporating discipline-wise learning style variations becomes more effective. (shrink)

Computer vision and human–computer interaction are essential in many technological fields. Researchers in CV are particularly interested in real-time object detection techniques, which have a wide range of applications, including inspection systems. In this study, we design and implement real-time object detection and recognition systems using the single-shoot detector algorithm and deep learning techniques with pre-trained models. The system can detect static and moving objects in real-time and recognize the object’s class. The primary goals of this research were to investigate (...) and develop a real-time object detection system that employs deep learning and neural systems for real-time object detection and recognition. In addition, we evaluated the free available, pre-trained models with the SSD algorithm on various types of datasets to determine which models have high accuracy and speed when detecting an object. Moreover, the system is required to be operational on reasonable equipment. We tried and evaluated several deep learning structures and techniques during the coding procedure and developed and proposed a highly accurate and efficient object detection system. This system utilizes freely available datasets such as MS Common Objects in Context, PASCAL VOC, and Kitti. We evaluated our system’s accuracy using various metrics such as precision and recall. The proposed system achieved a high accuracy of 97% while detecting and recognizing real-time objects. (shrink)

Orthodox economics operates within a hypothesized world of perfect competition in which perfect consumers and firms act to bring about supposedly optimal outcomes. The discrepancies between this model and the reality it claims to address are then attributed to particular imperfections in reality itself. Most heterodox economists seize on this fact and insist that the world is characterized by imperfect competition. But this only ties them to the notion of perfect competition, which remains as their point of departure and base (...) of comparison. There is no imperfection without perfection. In Capitalism, Anwar Shaikh takes a different approach. He demonstrates that most of the central propositions of economic analysis can be derived without any reference to standard devices such as hyperrationality, optimization, perfect competition, perfect information, representative agents, or so-called rational expectations. This perspective allows him to look afresh at virtually all the elements of economic analysis: the laws of demand and supply, the determination of wage and profit rates, technological change, relative prices, interest rates, bond and equity prices, exchange rates, terms and balance of trade, growth, unemployment, inflation, and long booms culminating in recurrent general crises. In every case, Shaikh's innovative theory is applied to modern empirical patterns and contrasted with neoclassical, Keynesian, and Post-Keynesian approaches to the same issues. Shaikh's object of analysis is the economics of capitalism, and he explores the subject in this expansive light. This is how the classical economists, as well as Keynes and Kalecki, approached the issue. Anyone interested in capitalism and economics in general can gain a wealth of knowledge from this ground-breaking text. (shrink)

Kameron Carter’s reading of Black life as matter, as the imaginary, and as an innovation of possibilities enmeshes Black theology, Black womanist/feminist thought, Black Diaspora and Black American Studies, Philosophy, and Queer of Color Critique to reveal how the project of the western world erases Black physical and intellectual legacy. A project that is anti-black, anti-other, anti-difference that erases the legacy of the physical and intellectual aspects of Black contributions to the western world. His book is an invitation to think (...) through what Black ontology would look like outside of white western constructions of religion and social scripts. Carter’s radical shift from being beyond the long durée of enslavement, colonization, segregation, and its afterlives scripts an (anti)blackening because of the western project of erasure works to undo such a project. The book is working against the social ontology of being a fragmented object that is plasticized, fetishized, and dissolved into a state of non-being. It is a project that disrupts and decolonizes previously constructed (anti)blackening architecture by creating a blueprint that asks for Black matter as an incomplete project because it must include imagination and innovation. (shrink)

History and criticism on the work of Sir Muhammad Iqbal, 1877-1938.

A journalist and a political philosopher of international repute, Walter Lippman was the author of more than twenty books, scores of essays, and countless newspaper editorials, articles, and columns. This book attempts to discover and state Lippmann's philosophy of international politics as it developed over the years 1913 to 1963.

This experiment investigated the effect of format (line vs. bar), viewers’ familiarity with variables, and viewers’ graphicacy (graphical literacy) skills on the comprehension of multivariate (three variable) data presented in graphs. Fifty-five undergraduates provided written descriptions of data for a set of 14 line or bar graphs, half of which depicted variables familiar to the population and half of which depicted variables unfamiliar to the population. Participants then took a test of graphicacy skills. As predicted, the format influenced viewers’ interpretations (...) of data. Specifically, viewers were more likely to describe x–y interactions when viewing line graphs than when viewing bar graphs, and they were more likely to describe main effects and “z–y” (the variable in the legend) interactions when viewing bar graphs than when viewing line graphs. Familiarity of data presented and individuals’ graphicacy skills interacted with the influence of graph format. Specifically, viewers were most likely to generate inferences only when they had high graphicacy skills, the data were familiar and thus the information inferred was expected, and the format supported those inferences. Implications for multivariate data display are discussed. (shrink)

Ethics; philosophy, Modern; globalization; economic aspects.

The research is focused on the behavioral pattern of achievement-oriented leadership and its relationship with achievement motivation and the application of organization culture on cooperative (KUD & Kopontren) in ecosystem level (mountainous, upland, & coastal areas) in West Java. The results of the research show that the behavioral patterns of leadership of the chairman and manager (KUD & Kopontren) are not yet achievement-oriented on all ecosystem levels in West Java the achievement motivation of cooperative personnel is relatively low and the (...) application of cooperative organization culture is generally limited. There is positive correlation among the three research variables and the behavioral patterns of achievement leadership is significantly different in two kinds of cooperative (KUD & Kopontren), albeit having no significant difference on achievement motivation and the application of cooperative organization culture variables. In addition, there is extreme correlation in the three variables of the research on the coastal areas compared with the mountainous and upland areas especially those near the town. Hence, in West Java the results of research concludes that cooperative (KUD & Kopontren) has not yet been done profesionally, not achievement-oriented with weak initiative and low civilization. Accordingly, it is required to have a change of cooperative leadership pattern being oriented in achievement and application of cooperative organization culture based on moral and Moslem religion. (shrink)

In this paper we critically review recent developments in policies, practices and philosophies pertaining to the mediation between science and the public within the EU and the UK, focusing in particular on the current paradigm of Public Understanding of Science and Technology (PEST) which seeks to depart from the science information-transmission associated with previous paradigms, and enact a deliberative democracy model. We first outline the features of the current crisis in democracy and discuss deliberative democracy as a response to this (...) crisis. We then map out and critically review the broad outlines of recent policy developments in public-science mediation in the EU and UK contexts, focusing on the shift towards the deliberative-democratic model. We conclude with some critical thoughts on the complex interrelationships between democracy, equality, science and informal pedagogies in public-science mediations. We argue that science and democracy operate within distinct value-spheres that are not necessarily consonant with each other. We also problematize the now common dismissal of information-transmission of science as inimical to democratic engagement, and argue for a reassessment of the role and importance of informal science learning for the lay public, provided within the framework of a deliberative democracy that is not reducible to consensus building or the mere expression of opinions rooted in social and cultural givens. This, we argue, can be delivered by a model of PEST that is creative and experimental, with both educational and democratic functions. (shrink)

Current formal dialectical models postulate normative rules that enable discussants to conduct dialogical interactions without committing fallacies. Though the rules for conducting a dialogue are supposed to apply to interactions between actual arguers, they are without exception theoretically motivated. This creates a gap between model and reality, because dialogue participants typically leave important content-related elements implicit. Therefore, analysts cannot readily relate normative rules to actual debates in ways that will be empirically confirmable. This paper details a new, data-driven method for (...) describing discussants’ actual reply structures, wherein corpus studies serve to acknowledge the complexity of natural argumentation. Rather than refer exclusively to propositional content as an indicator of arguing pro/contra a given claim, the proposed approach to dialogue structure tracks the sequence of dialogical moves itself. This arguably improves the applicability of theoretical dialectical models to empirical data, and thus advances the study of dialogue systems. (shrink)

This essay is to invite a new form of theorizing Baldwin’s intellectual archive beyond a work of protest or as being contributory to Queer writing. I argue that Baldwin’s thought often in the form of the polemic is a form of non-violent resistance. Baldwin’s contestation against whiteness and the methods of Black erasure in general and Black male annihilation in particular is why he is challenging the complexity of protest. In pushing against traditional or what has become traditional ways of (...) analyzing Black thought, my essay highlights why figures like Baldwin are read in fragmentation. Hence, my insistence on Baldwin being categorized as a Gender/Genre theorist more so than a Queer theorist. Because his writings are on the erasure of Black Male existence within and outside of heteronormative spaces. (shrink)

The aim of this article is to trace some lines of thinking towards a conceptualization of the uniqueness of the creative work of museums, the mode of creativeness that belongs exclusively to museums, or at least that museums are capable of by virtue of the types of materials and forms as well as activities unique to what will be referred to as museography. This is linked to the question of what it is that constitutes the uniqueness of museum work as (...) a professional field. The article characterizes the uniqueness of museum professional knowledge primarily in terms of a mode of creativeness, or bricolage in Levi-Strauss’s sense, mediated through the museographic form, and applied to the chance assemblies of materials to generate museum-specific modes of engaging questions—across science, culture, and society—particularly through creating unique temporal arrangements, or durations, that provoke thought, learning, and engagement on museographic terms. Museography’s originality, it is argued, consists in a bricolage that works through the museum’s unique material and form to create learning resources and encounters, museographic assemblages that depart from a conception of linear time as the space of evolutionary narrative to facilitate the experience of Bergsonian durations. (shrink)

The U.S. Federal regulations allow institutional review boards (IRBs) to approve non-beneficial pediatric research when the risks are a minor increase over minimal, provided that the research is likely to develop generalizable knowledge about the subjects' disorder or condition. This “subjects' condition” requirement is quite controversial; commentators have argued for a variety of interpretations. Despite this considerable disagreement in the literature, there have not been any attempts to apply principles of legal interpretation to determine how the subjects' condition requirement should (...) be understood. (shrink)

New concepts of Muhammadiyah in teaching Islamic values for socio-economic and political development in Indonesia.

Museum professionalism remains an unexplored area in museum studies, particularly with regard to what is arguably the core generic question of a sui generis professional knowledge base, and its necessary and sufficient conditions. The need to examine this question becomes all the more important with the increasing expansion of the museum’s roles and functions. This paper starts by mapping out the policy and organizational context within which the roles of museums have expanded in the UK. It then situates the discussion (...) of museum professional knowledge within a cross-disciplinary matrix bearing on the question of what is professional about occupations classified—or classifiable—as professions. Against the backdrop of the current organizational context of the museum as well as theories of professional knowledge, it highlights the ways in which museum work, more specifically museography, poses a distinctive set of questions compared to other ‘professional’ fields; the paper thus homes in on the question of what it is that constitutes the uniqueness of museum professional knowledge in relation to museographic practice and the type of professional knowledge and expertise that can sustain it and enact its creative and educational potentials and affordances. (shrink)

The article is a brief analysis of Cornell’s Imaginary Domain (1995) as an intervention into decolonizing intersecting systems of oppression. Cornell’s Imaginary Domain forces us to think of the intersecting factors that retain systems of power. It isn’t just about one form of oppression but all systems of oppression that separate us. However, creating a shared struggle to find and embody wholeness in response to the historical traumas of slavery, segregation, and systems of anti-Black oppression is fraught with tensions.

This book provides an alternative foundation for the measurement of the production of nations, and applies it to the US economy for the postwar period. The patterns which result are significantly different from those derived within conventional systems of national accounts. Conventional national accounts seriously distort basic economic aggregates, because they classify military, bureaucratic and financial activities as creation of new wealth, when in fact they should be classified as forms of social consumption which, like personal consumption, actually use up (...) social wealth in the performance of their functions. The difference between the two approaches has an impact not only on basic aggregate economic measures, but also on the very understanding of the observed patterns of growth and stagnation. In a world of burgeoning militaries, bureaucracies, and sales forces, such matters can assume great importance at the levels of both theory and policy. (shrink)