In European industrialized countries, a large number of companies in the healthcare, hotel, and catering sectors, as well as in the technology sector, are affected by demographic, political, and technological developments resulting in a greater need of skilled workers with a simultaneous shortage of skilled workers (CEDEFOP, 2015, 2016). Consequently, employers have to address workers who have not been taken into account such as low-skilled workers, workers returning from a career break, people with a migrant background, older people, and jobseekers (...) and train them, in order to guarantee the professionalization of this workforce (Festing and Harsch, 2018). Continuing vocational education and training (CVET) is seen as an indispensable tool; because CVET has advantages for both employers and employees, it helps to increase the productivity of companies (Barrett and O’Connell, 2001), to prevent the widening of socioeconomic disparities (Dieckhoff, 2007), and to open up career opportunities for the workforce (Rubenson and Desjardins, 2009). However, participation rate on CVET seems to differ, depending on institutional factors (such as sector and size of the company) and individual characteristics (such as qualification level, migration background, age and time of absence from work) (e.g., Rubenson and Desjardins, 2009; Wiseman and Parry, 2017). In contrast to previous research, our study aims to provide a holistic view of reasons for and against CVET, combining the different perspectives of employers and (potential) employees. The analysis of reasons and barriers was carried out based on semi-structured interviews. Fifty-seven employers, 73 employees, and 42 jobseekers (potential employees) from the sectors retail, healthcare and social services, hotels and catering, and technology were interviewed. Results point to considerable differences in the reasons and barriers mentioned by the disadvantaged groups. These differences are particularly significant between employees on the one side and employers, as well as jobseekers, on the other side, while the reasons to attend CVET of jobseekers are more similar to those of employers. The results can be used to tailor CVET more closely to the needs of (potential) employees and thus strengthen both the qualification and career opportunities of (potential) employees and the competitiveness and productivity of companies. (shrink)

This collection brings together eighteen of the author's original papers, previously published in a variety of academic journals and edited collections over the last three decades, on the process of interpretation in literature and the visual arts in one comprehensive volume. The volume highlights the centrality of artistic texts to the study of multimodality, organized into six sections each representing a different modality or semiotic system, including literature, television, film, painting, sculpture, and architecture. A new introduction lays the foundation for (...) the theoretically based method of analysis running through each of the chapters, one that emphasizes the interplay of textual details and larger thematic purposes to create an open-ended and continuous approach to the interpretation of artistic texts, otherwise known as the "hermeneutic spiral". Showcasing Michael O'Toole's extensive contributions to the field of multimodality and in his research on interpretation in literature and the visual arts, this book is essential reading for students and scholars in multimodality, visual arts, art history, film studies, and comparative literature. (shrink)

This article systematically reviews studies investigating the effect of three operationalizations of complexity in emotion experience on situat...

In lieu of an abstract, here is a brief excerpt of the content:Learning in Dramatic and Virtual Worlds:What Do Students Say About Complementarity and Future Directions?John O'Toole (bio) and Julie Dunn (bio)A top financial backer has arrived to determine which team of computer interaction designers has developed the most exciting and innovative proposal for the Everest component of the Virtually Impossible Computer Company's Conquerors of the World Series. Tension is high as the presentations begin, but this tension soon turns (...) to outright conflict as some proposals suggest George Mallory as the conqueror, and the financial backer will have none of him. The backer, it seems, has her own agenda and is determined to allow for only one view of history—the one that records Sir Edmund Hillary as a New Zealand hero and the only real conqueror of the tallest mountain on earth. The designers become more and more agitated until suddenly someone bangs their hand on the table and calls out, "Hang on... just because you've got the money doesn't mean... kids need to learn about both these men... they need to learn about history." With that the drama is cut by the teacher. The deep understandings about "history's purchased page" that can be generated when drama and computers are brought together for learning have been made explicit... but could these same outcomes have been achieved using just one of these approaches?IntroductionThe research explored within this article was generated as part of the Media Station, a project funded by the Australasian Collaborative Research Centre for Interaction Design (ACID), with an overall mission to investigate the potential of massively multiplayer online games for learning. This particular subproject, History's Purchased Page, saw researchers from interaction design [End Page 89] and drama education come together with a group of young learners to investigate their perceptions of the complementarity of computers and live classroom drama and to brainstorm future possibilities for applying computer-based technologies to drama-based learning. We sought to discover the following:• What do young learners say about how they experience and value learning in a context involving a combination of drama and computers?• What ideas do these young learners have about how future technologies might enrich the complementarity of this combination?As the drama researchers involved in this project, we had been experimenting with this perhaps slightly unusual combination for over a decade by incorporating computers into a number of our drama units within our primary textbook Pretending to Learn.1 Our goal in these experimentations had always been to enrich the classroom drama experience by taking advantage of the information capacity of the Internet and other computer-based resources, including databases. For example, we had used The First Fleet Database2 to support a drama unit where the learners take on the role of convicts arriving in Australia in 1788. We discovered that this material, combined with other documentation and historical materials available via the Internet, greatly enhanced not only the historical accuracy of the work but also the level of engagement experienced by the learners when in role. Therefore, we were very keen to extend this work by exploring new possibilities and were especially keen to develop a better understanding of what the learners made of this interactivity.In recent years the partnering of these two quite different approaches to learning has developed quite a research following, and a number of drama teachers and researchers have become interested in the complementarity of these ways of learning.3 At the same time, researchers and designers from the field of computer-assisted learning have also noted these connections. This goes back to the work of Brenda Laurel, who first drew attention to the intriguing links between computers and theatre in her now famous text Computers as Theatre.4 With the rapid growth of interactive learning tools such as 3-D immersive worlds, blogs, and online voice and text chat spaces, the opportunities for exploration of these connections have also grown, with each of these offering exciting new possibilities when used in conjunction with the highly interactive and engaging strategies of process drama.Process drama is a way of group learning, through whole-class improvised drama, with students (and sometimes the... (shrink)

Localism is a social movement often associated with “buy local” food initiatives or the prevention of big-box retail expansion. At its core, however, localism is also about fostering local independence by encouraging businesses to opt for local alternatives when making purchasing decisions. In this article, we develop and test hypotheses that organizations with stronger community-oriented identities are more likely to source locally and that this relationship is moderated by the importance of the focal firm’s purchasing decisions. Results support the strong (...) influence of identity but the conditional effect is unconfirmed. (shrink)

The use of computational models for understanding human face perception and recognition has a long and intriguing history that runs parallel to efforts in the engineering literature to develop algorithms for computer-based face recognition systems. This article considers the insights gained from combining computational and cognitive approaches to the study of human face recognition and discusses the ways in which computational models have informed studies of human face processing and vice versa. It explains the concept of a face space, in (...) its abstract psychological, and physical/computational forms. The study shows how adaptation as a method is beginning to reveal properties of neural representations in a way that connects with the cognitive/perceptual approach. Finally, it discusses recent progress in state-of-the-art computational models of face recognition, which offers a new perspective on the cognitive-computational dialog. (shrink)

There is a virtual consensus among commentators on Descartes that the causal principle by which he relates the objective reality of his ideas to the formal reality of their causes isindefensible. In particular, Descartes’ claim that this principle follows from the general principle which states that the cause must contain at least as much reality as the effect has been examined and rejected as logically implausible. I challenge this view by showing that there is a logically plausible derivation of the (...) causal principle of ideas from the general causal principle. This result has important implications due to the crucial role the causal principle of ideas plays in Descartes’ first a posteriori argument for the existence of God. (shrink)

There is a virtual consensus among commentators on Descartes that the causal principle by which he relates the objective reality of his ideas to the formal reality of their causes isindefensible. In particular, Descartes’ claim that this principle follows from the general principle which states that the cause must contain at least as much reality as the effect has been examined and rejected as logically implausible. I challenge this view by showing that there is a logically plausible derivation of the (...) causal principle of ideas from the general causal principle. This result has important implications due to the crucial role the causal principle of ideas plays in Descartes’ first a posteriori argument for the existence of God. (shrink)

Energy and Social Change results from the Twenty Year Forecast Project, directed by the author and conducted trhough the University of Southern California Center for Futures Research. Unlike many more gloomy predictions, this study takes a step back from pessimism. It offers instead a realistic perspective tempered with a modicum of optimism.The report's special contribution to the energy debate lies in its call for a redirection of attention to options that are realizable within the framework--and the limits--of the existing system. (...) Advocating higher energy prices and more incentives for increased competition in the domestic energy market, the author supports a resurgence of the free enterprise system. The price of energy will and should increase in order to control waste, although the rise in costs will be mitigated by the gradual pace. In the long term, however, we should strive for a "quality economy" characterized in part by its reduced inefficiency and more meaningful jobs. Three of the ways in which this might be accomplished are shifting to an electrically based economy, developing alternative forms of energy, and switching to technologies more appropriate to the future environment.Sure to generate discussion, this analysis will prove useful in considerations of energy policy and the social impact of technological change. (shrink)

OF all the things that Plato was, he was primarily a philosopher and a metaphysician. Should this statement seem merely to emphasize the obvious; then let us explain why so simple a statement should rate special mention. There have always been those who are too willing to look upon the author of the ‘Theory of Ideas’ as an artist, a mystic, a poet but not a metaphysician. In this view, Plato’s Ideas are understandable only through the analysis of the personality (...) of an artist; it is a view which interjects far too much of the subjective into what must be seen as the objective ground for his whole philosophy. The possibility of such conflicting views on Plato can be explained by the fact that nowhere does Plato present in his writings a truly definitive Theory of Ideas and a workable proof for them. Some like Stewart require the assistance of psychology to examine Plato. Fite, on a priori grounds, makes a feeble attempt to take Plato out of the realm of any metaphysics whatsoever. Grote confuses reason and myth until nothing remains of Plato but a kind of mixed-up jumble. Others, of course, are loyal to the commitments of a critic and endeavour to discover the meaning of Plato and to present it fairly and honestly. (shrink)

Negative emotion differentiation has been suggested to be important for adaptive emotion regulation. However, knowledge concerning how ED may impact specific ER strategy choice remains surprisingly sparse. We therefore investigated if person-level negative ED was associated with habitual use of individual ER strategies, how person-level negative ED was associated with daily use of individual ER strategies, and finally how within-person daily fluctuations in negative ED were associated with daily use of individual ER strategies. During a 10-day experience sampling study, 90 (...) healthy participants rated their momentary emotions and their ER efforts in response to those emotions. ER strategies included four putatively adaptive strategies and four putatively maladaptive strategies. Results revealed that negative ED at the person level was neither associated with habitual nor daily ER strategy endorsement when controlling for negative emotions. Likewise, associations between within-individual daily variation in negative ED and daily ER did not remain statistically significant after controlling for negative emotions. The results thus point to no or weak associations between negative ED and ER choice above and beyond negative emotions. Future experimental studies addressing ED at the momentary level and teasing out the ED–ER causal timeline are needed to further evaluate ED–ER associations. Findings from such research may represent an important step toward refining psychotherapeutic interventions aimed at improving emotional problems. (shrink)

As basic as epistemological questions might be, they all depend upon a far more fundamental question, which must be faced squarely, if a man is to be ever really sure. That question is simply stated: ‘What is knowing?’ So basic is it, indeed, that only when the answer is forthcoming will those phantoms of validity and truth, of certitude and synthesis, be dissolved once and for all.

The faces of both adults and children can be classified accurately by sex, even in the absence of sex‐stereotyped social cues such as hair and clothing (Wild et al., 2000). Although much is known from psychological and computational studies about the information that supports sex classification for adults' faces, children's faces have been much less studied. The purpose of the present study was to quantify and compare the information available in adults' versus children's faces for sex classification and to test (...) alternative theories of how human observers distinguish male and female faces for these different age groups. We implemented four computational/neural network models of this task that differed in terms of the age categories from which the sex classification features were derived. Two of the four strategies replicated the advantage for classifying adults' faces found in previous work. To determine which of these strategies was a better model of human performance, we compared the performance of the two models with that of human subjects at the level of individual faces. The results suggest that humans judge the sex of adults' and children's faces using feature sets derived from the appropriate face age category, rather than applying features derived from another age category or from a combination of age categories. (shrink)

The faces of both adults and children can be classified accurately by sex, even in the absence of sex‐stereotyped social cues such as hair and clothing (Wild et al., 2000). Although much is known from psychological and computational studies about the information that supports sex classification for adults' faces, children's faces have been much less studied. The purpose of the present study was to quantify and compare the information available in adults' versus children's faces for sex classification and to test (...) alternative theories of how human observers distinguish male and female faces for these different age groups. We implemented four computational/neural network models of this task that differed in terms of the age categories from which the sex classification features were derived. Two of the four strategies replicated the advantage for classifying adults' faces found in previous work. To determine which of these strategies was a better model of human performance, we compared the performance of the two models with that of human subjects at the level of individual faces. The results suggest that humans judge the sex of adults' and children's faces using feature sets derived from the appropriate face age category, rather than applying features derived from another age category or from a combination of age categories. (shrink)

Public education is not just a way to organise and fund education. It is also the expression of a particular ideal about education and of a particular way to conceive of the relationship between education and society. The ideal of public education sees education as an important dimension of the common good and as an important institution in securing the common good. The common good is never what individuals or particular groups want or desire, but always reaches beyond such particular (...) desires towards that which societies as a whole should consider as desirable. This does, of course, put the common good in tension with the desires of individuals and groups. Neo-liberal modes of governance have, over the past decades, put this particular educational set up under pressure and have, according to some, eroded the very idea of the common good. This set of contributions reflects on this state of affairs, partly through an exploration of the idea of publicness itself – how it can be rearticulated and regained – and partly through reflections on the current state of education in the ‘north’ and the ‘south.’. (shrink)

People recognize faces of their own race more accurately than faces of other races. The “contact” hypothesis suggests that this “other‐race effect” occurs as a result of the greater experience we have with own‐ versus other‐race faces. The computational mechanisms that may underlie different versions of the contact hypothesis were explored in this study. We replicated the other‐race effect with human participants and evaluated four classes of computational face recognition algorithms for the presence of an other‐race effect. Consistent with the (...) predictions of a developmental contact hypothesis, “experience‐based models” demonstrated an other‐race effect only when the representational system was developed through experience that warped the perceptual space in a way that was sensitive to the overall structure of the model's experience with faces of different races. When the model's representation relied on a feature set optimized to encode the information in the learned faces, experience‐based algorithms recognized minority‐race faces more accurately than majority‐race faces. The results suggest a developmental learning process that warps the perceptual space to enhance the encoding of distinctions relevant for own‐race faces. This feature space limits the quality of face representations for other‐race faces. (shrink)

Two articles by Lewis Feuer caught my attention in the '40s when 1 was wondering, asa student physicist, about the relations of physics to philosophy and to the world in turmoil. One was his essay on 'The Development of Logical Empiricism' (1941), and the other his critical review of Philipp Frank's biography of Einstein, 'Philosophy and the Theory of Relativity' (1947). How extraordinary it was to find so intelligent, independent, critical, and humane a mind; and furthermore he went further, as (...) I soon realized when I looked for his name on other publications. I recall arguing with myself over his exploration of 'Indeterminacy and Economic Development' (1948), and even more when I read his 'Dialectical Materialism and Soviet Science' (1949). More papers, and then the fascinating, sometimes irritating, always insightful, books. His monograph on Psychoanalysis and Ethics 1955, the beautiful sociological and humanist study of Spinoza and the Rise of Liberalism (1958), his essays on 'The Social Roots of Einstein's Theory of Relativity' (1971) together with the book on Einstein and the Genera tions of Science (1974), the splendid reader from the works of Marx and Engels, Basic Writings on Politics and Philosophy (1959) which was a major text of the '60s, the stimulating essays on the social formation which seems to have been required for a modern scientific movement to develop, set forth most convincingly in The Scientific Intellectual (1963). (shrink)

Faces provide information about a person's identity, as well as their sex, age, and ethnicity. People also infer social and personality traits from the face — judgments that can have important societal and personal consequences. In recent years, deep convolutional neural networks (DCNNs) have proven adept at representing the identity of a face from images that vary widely in viewpoint, illumination, expression, and appearance. These algorithms are modeled on the primate visual cortex and consist of multiple processing layers of simulated (...) neurons. Here, we examined whether a DCNN trained for face identification also retains a representation of the information in faces that supports social‐trait inferences. Participants rated male and female faces on a diverse set of 18 personality traits. Linear classifiers were trained with cross validation to predict human‐assigned trait ratings from the 512 dimensional representations of faces that emerged at the top‐layer of a DCNN trained for face identification. The network was trained with 494,414 images of 10,575 identities and consisted of seven layers and 19.8 million parameters. The top‐level DCNN features produced by the network predicted the human‐assigned social trait profiles with good accuracy. Human‐assigned ratings for the individual traits were also predicted accurately. We conclude that the face representations that emerge from DCNNs retain facial information that goes beyond the strict limits of their training. (shrink)

This collection of recent articles by leading scholars is designed to illuminate one of the greatest and most influential philosophical books of all time. It includes incisive commentary on every major theme and argument in the Meditations, and will be valuable not only to philosophers but to historians, theologians, literary scholars, and interested general readers.

This article is the lead piece in a special report that presents the results of a bioethical investigation into chimeric research, which involves the insertion of human cells into nonhuman animals and nonhuman animal embryos, including into their brains. Rapid scientific developments in this field may advance knowledge and could lead to new therapies for humans. They also reveal the conceptual, ethical, and procedural limitations of existing ethics guidance for human‐nonhuman chimeric research. Led by bioethics researchers working closely with an (...) interdisciplinary work group, the investigation focused on generating conceptual clarity and identifying improvements to governance approaches, with the goal of helping scholars, funders, scientists, institutional leaders, and oversight bodies (embryonic stem cell research oversight [ESCRO] committees and institutional animal care and use committees [IACUCs]) deliver principled and trustworthy oversight of this area of science. The article, which focuses on human‐nonhuman animal chimeric research that is stem cell based, identifies key ethical issues in and offers ten recommendations regarding the ethics and oversight of this research. Turning from bioethics’ previous focus on human‐centered questions about the ethics of “humanization” and this research's potential impact on concepts like human dignity, this article emphasizes the importance of nonhuman animal welfare concerns in chimeric research and argues for less‐siloed governance and oversight and more‐comprehensive public communication. (shrink)