Learning general concepts in imperfect environments is difficult since training instances often include noisy data, inconclusive data, incomplete data, unknown attributes, unknown attribute values and other barriers to effective learning. It is well known that people can learn effectively in imperfect environments, and can manage to process very large amounts of data. Imitating human learning behavior therefore provides a useful model for machine learning in real-world applications. This paper proposes a new, more effective way to represent imperfect training instances and (...) rules, and based on the new representation, a Human-Like Learning (HULL) algorithm for incrementally learning concepts well in imperfect training environments. Several examples are given to make the algorithm clearer. Finally, experimental results are presented that show the proposed learning algorithm works well in imperfect learning environments. (shrink)
Machine learning has been proven useful for solving the bottlenecks in building expert systems. Noise in the training instances will, however, confuse a learning mechanism. Two main steps are adopted here to solve this problem. The first step is to appropriately arrange the training order of the instances. It is well known from Psychology that different orders of presentation of the same set of training instances to a human may cause different learning results. This idea is used here for machine (...) learning and an order arrangement scheme is proposed. The second step is to modify a conventional noise-free learning algorithm, thus making it suitable for noisy environment. The generalized version space learning algorithm is then adopted to process the training instances for deriving good concepts. Finally, experiments on the Iris Flower problem show that the new scheme can produce a good training order, allowing the generalized version space algorithm to have a satisfactory learning result. (shrink)
Conscious visual perception can fail in many circumstances. However, little is known about the causes and processes leading to failures of visual awareness. In this study, we introduce a new signal detection measure termed subjective discriminability of invisibility that allows one to distinguish between subjective blindness due to reduction of sensory signals or to lack of attentional access to sensory signals. The SDI is computed based upon subjective confidence in reporting the absence of a target . Using this new measure, (...) we found that target misses were subjectively indistinguishable from physical absence when contrast reduction, backward masking and flash suppression were used, whereas confidence was appropriately modulated when dual task, attentional blink and spatial uncertainty methods were employed. These results show that failure of visual perception can be identified as either a result of perceptual or attentional blindness depending on the circumstances under which visual awareness was impaired. (shrink)
Given the sordid history of injustices linking genetics to race and ethnicity, considerations of justice are central to ensuring the responsible development of precision medicine programmes around the world. While considerations of justice may be in tension with other areas of concern, such as scientific value or privacy, there are also be tensions between different aspects of justice. This paper focuses on three particular aspects of justice relevant to this context: social justice, distributive justice and human rights. The implications of (...) each for the use of race and ethnicity in precision medicine is described, along with how they intersect and potentially conflict with one another. By attending to these intersections, we aim to enrich and add nuance to debates over how best to proceed with precision medicine initiatives. (shrink)
The deteriorating situation of migrant workers’ health rights protection was once again highlighted in the case of Tseng Hei-tao. This case explicitly and implicitly showed that four conundrums—the Employment Restriction Conundrum, the Occupational Safety and Health (OSH) Legal Conundrum, the Morality Conundrum and the Identity Conundrum—are barriers to migrant workers’ right protection. The health rights of migrant workers could be safeguarded by abolishing the outdated household registration system designed in the planned economy era, improving the rule of law, and (...) strengthening administrative supervisions. This would fundamentally remove these barriers and thus contribute to migrant workers’ health rights protection. (shrink)
The main purpose of this study is to explore and map the intellectual structure of business ethics studies during 1997–2006 by analyzing 85,000 cited references of 3,059 articles from three business ethics related journals in SSCI and SCI databases. In this article, co-citation analysis and social network analysis techniques are used to research intellectual structure of the business ethics literature. We are able to identify the important publications and the influential scholars as well as the correlations among these publications by (...) analyzing citation and co-citation. Three factors emerged in this study are: (1) ethical/unethical decision making, (2) corporate governance and firm performance, and (3) ethical principles and code of conduct. (shrink)
The main purpose of this study is to explore and map the intellectual structure of business ethics studies during 1997–2006 by analyzing 85,000 cited references of 3,059 articles from three business ethics related journals in SSCI and SCI databases. In this article, co-citation analysis and social network analysis techniques are used to research intellectual structure of the business ethics literature. We are able to identify the important publications and the influential scholars as well as the correlations among these publications by (...) analyzing citation and co-citation. Three factors emerged in this study are: (1) ethical/unethical decision making, (2) corporate governance and firm performance, and (3) ethical principles and code of conduct. (shrink)
In recent years, knowledge management has been utilized as an essential strategy to foster the creation of organizational intellectual capital. Organizational intellectual capital can be derived both individually and collectively in the process to create, store, share, acquire, and apply personal and organizational knowledge. However, some organizations only focus on the development of public good, despite the concerns arising from individuals' self-interest or possible risks. The different concern of individual and collective perspectives toward knowledge management inevitably leads to ethical conflicts (...) and ethical culture in the organization (Jarvenpaa et al., J Manage Inf Syst 14(4): 29-64, 1998; Ruppel and Harrington, IEEE Trans Prof Commun 44(l): 37-52, 2000). The purpose of this study is to examine the ethical climate within the organization and its possible influence on members' evaluation, satisfaction, engagement, and job performance with respect to knowledge management practice. The research results reveal that several types of organizational ethical climate coexist in the organization and have different degrees of influence on employees' attitude as well as participation in knowledge management activities. In this article, we argue the importance of organizational ethical climate and highlight the implications of such a climate for facilitating knowledge management. (shrink)
In this letter we focus on the cognitive science of consciousness. The general message is that, while this interdisciplinary area has made much progress in recent years, there is a tendency of downplaying conceptual issues, and therefore underestimating the difficulties of various problems. We briefly focus on a few prominent examples only, due to the space limit, but the general message should be clear: this recent tendency can be problematic for the progress of the consciousness branch of cognitive sciences.
ABSTRACT Literary narratives are well recognised for their power to foster engagement with complex social themes. Transmedia narratives, which present the same story in different media, can help advance both critical multimodal discourse studies and multiliteracies pedagogies. To harness this potential, we need to develop methods for systematically relating media affordances to discourse-semantic patterns and the broad social themes these patterns construct in narratives, and ensure these methods build on the knowledge learners bring to the classroom. This article introduces a (...) social semiotic method for analysing transmedia narratives and illustrates its ability to reflect the persuasive power of narrative and build on young children's critical multimodal awareness. This is achieved through a case study comprising data from three adaptations of the same award-winning narrative - animated film, Joyce, W., & Oldenburg, B.. The fantastic flying books of Mr Morris Lessmore [Motion Picture]. Moonbot Studios), interactive app. The fantastic flying books of Mr Morris Lessmore. [Mobile Application Software]), and traditional-format picture book. The fantastic flying books of Mr Morris Lessmore. Illustrations by William Joyce and Joe Bluhm. Moonbot Books) - and mother-child interactions with the book and the app. (shrink)
This essay aims to explore the meaning of freedom from a comparative perspective, focusing on critical comparisons between the discourses of liberalism and Neo-Confucianism. In so doing, my specific purpose is to characterize one of the possible, and perhaps the most plausible, presentations of Confucian liberalism as a perfectionist form of Hegelian liberalism. The contents are organized into three major sections.To begin with, thanks largely to Isaiah Berlin’s “Two Concepts of Liberty” and Chang Fo-ch’üan’s Tzu-yu yü jen-ch’üan, an asymmetry emerged (...) in conceptualizing negative and positive freedom in the Chinese context; this development suggests that whereas negative.. (shrink)
Counter to ‘political meritocracy’, the goal of this article is to present a different approach to incorporating the Confucian political ideal into an ethical modification of liberal democracy, nam...
The accession and implementation of new generation free trade agreements bring numerous opportunities as well as challenges to Viet Nam, regarding trade, labor and investment. The increasing number of workers abroad puts a pressure on Vietnamese government to support them in new working cultures and environments. The application of chatbot, which has been known to help certain vulnerable groups such as patients, women and migrants could be one of the tools to support Vietnamese migrant workers by providing immediate information, network (...) connection and consultation. Analyzing the results of the qualitative interviews with 11 migrant workers and the group discussion with two sections from three public social media groups and three active informants, the article argues that migrant workers as a vulnerable group who are supposed to be promising users of chatbot due to their great demand and needs, may have a complicated form of trust and expectation in chatbot. (shrink)
Ethical decision-making frameworks assist in identifying the issues at stake in a particular setting and thinking through, in a methodical manner, the ethical issues that require consideration as well as the values that need to be considered and promoted. Decisions made about the use, sharing, and re-use of big data are complex and laden with values. This paper sets out an Ethics Framework for Big Data in Health and Research developed by a working group convened by the Science, Health and (...) Policy-relevant Ethics in Singapore Initiative. It presents the aim and rationale for this framework supported by the underlying ethical concerns that relate to all health and research contexts. It also describes a set of substantive and procedural values that can be weighed up in addressing these concerns, and a step-by-step process for identifying, considering, and resolving the ethical issues arising from big data uses in health and research. This Framework is subsequently applied in the papers published in this Special Issue. These papers each address one of six domains where big data is currently employed: openness in big data and data repositories, precision medicine and big data, real-world data to generate evidence about healthcare interventions, AI-assisted decision-making in healthcare, public-private partnerships in healthcare and research, and cross-sectoral big data. (shrink)
This study examines the mediating role of felt accountability and cost–benefit consideration in the relationship between implicit ethics institutionalization and ethical selling intention. The research hypotheses are developed and tested with data collected using a scenario‐based questionnaire. The research design proposes two types of ethical dilemmas. In the first dilemma, the insurance salespeople are told that the dishonest selling behavior will lead to a profitable outcome. In the second dilemma, the insurance salespeople are informed that the honest selling behavior will (...) lead to an unprofitable outcome. The findings show that implicit ethics institutionalization is positively related to felt accountability, cost–benefit consideration and ethical selling intention, while felt accountability and cost–benefit consideration could partially mediate the relationship between implicit ethics institutionalization and the insurance salespeople’s ethical selling intention. The study highlights the importance of implicit ethics institutionalization in sales ethics and helps researchers and practitioners to better understand the mediators of felt accountability and cost–benefit consideration through which implicit ethics institutionalization benefits ethical selling intention. (shrink)
To do theology in the twenty-first century, we must understand Hegel. In this accessible introduction, Tseng examines the philosopher's significant influence on European thought in general and Protestant theology in particular.
Writing firmly in the Reformed tradition, Professor Shao Kai Tseng presents a reinterpretation and critical appreciation of Kant-whose complex philosophy gave rise to the secularization of modern society.
The conceptual metaphor “THOUGHT IS FOOD” is exemplified in many verbal expressions. Nevertheless, how food metaphors are realized through the actual dining experience remains unexplored. Based on a food design event called EATAIPEI that took place in the London Design Festival in 2015, one aimed at promoting Taipei as World Design Capital 2016, this article analyzes how the multimodal metaphors of food were creatively represented and elaborated within it. This study proposes an analytical framework that combines insights from cognitive linguistics (...) with an intercultural performative view of food presentation and food metaphor. More specifically, it treats complex metaphors as resulting from the interactions of primary metaphors, proposition schemas and intercultural performance. The multimodal metaphors of food are complex metaphors composed of combined sets of primary metaphors, enriched by schema propositions and embedded within food performance. The experience of eating in the event reactivates the sensorimotor experiences that underpin the complex metaphors. (shrink)
: We provide empirical examples to conceptually clarify some items on Firestone & Scholl’s (F&S’s) checklist, and to explain perceptual effects from an attentional and memory perspective. We also note that action and embodied cognition studies seem to be most susceptible to misattributing attentional and memory effects as perceptual, and identify four characteristics unique to action studies and possibly responsible for misattributions.
This study analyzes metaphors in Taiwanese oracular poetry, known as tshiam-si, an Eastern genre written in Chinese and used in many temples in Taiwan. The genre consists of a set of poems representing a myriad of potential divine messages for problem-stricken individuals wanting to seek help from the Divine in the folk religious context. Collected from on-the-spot tshiam-si interpretations conducted in two temples in Taiwan, the data comprised five cases of tshiam-si interpretations. Building on several recent studies that advocate complementary (...) perspectives on metaphor, this article demonstrates how explanations of tshiam-si interpretations benefit from cognitive linguistic and relevance theoretic approaches to metaphors, and how the complementary approaches fit in well with some aspects of real-life tshiam-si interpretations. All in all, by attending to the conceptual, the sociocultural, and the pragmatic of tshiam-si metaphors, this study explores the dynamic coupling of metaphorical cognition and metaphorical communication. (shrink)
This paper analyzes how space is metaphorized in some Chan poems, and it investigates how space metaphor contributes to Chan culture. It concentrates onorientational metaphors, metaphor associated with an upward or/and a downward orientation. Orientational metaphors tend to be grounded in dichotomized thought, e.g., “GOOD IS UP” vs. “BAD IS DOWN”, “DIVINE IS UP” vs. “MORTAL IS DOWN”, etc. This paper will demonstrate that in some Chan poems, orientational metaphors do not function this way. Instead, what is foregrounded is the (...) kind of spatial relationship created by opposite orientations, namely, the broad, ever-extending space. To demonstrate how this metaphorical understanding of space is achieved, this paper addresses three particular space-related issues: how certain entities representing dimensional space serve to function as a cognitive metaphor that is common in Chan poetry as a genre; how up-down orientations can interact and form a metaphorical pattern in a text; and how spatial image schemas can be identified, interact with one another, and underpin the pattern of metaphor communicating the idea of that broad, ever-extending, imaginal space. All in all, this study aims to demonstrate how space metaphor, as a signifying force, functions in Chan poems and how suchmetaphor represents Chinese Chan culture. (shrink)
How vertebrates evolved different traits for acid excretion to maintain body fluid pH homeostasis is largely unknown. The evolution of Na+/H+ exchanger (NHE)-mediated NH4+ excretion in fishes is reported, and the coevolution with increased ammoniagenesis and accompanying gluconeogenesis is speculated to benefit vertebrates in terms of both internal homeostasis and energy metabolism response to acidic stress. The findings provide new insights into our understanding of the possible adaptation of fishes to progressing global environmental acidification. In human kidney, titratable H+ and (...) NH4+ comprise the two main components of net acid excretion. V-type H+-ATPase-mediated H+ excretion may have developed in stenohaline lampreys when they initially invaded freshwater from marine habitats, but this trait is lost in most fishes. Instead, increased reliance on NHE-mediated NH4+ excretion is gradually developed and intensified during fish evolution. Further investigations on more species will be needed to support the hypothesis. Also see the video abstract here https://youtu.be/vZuObtfm-34. (shrink)
We study whether changes in analyst recommendation ratings systems encouraged by the implementation of NASD 2711 in 2002 are associated with improved objectivity and independence in analyst recommendations. Using recommendations issued during windows surrounding major investment banking events, we show that reductions in analyst optimism following the reforms concentrate in the recommendations of analysts whose employer adopted a three-tier rating system at the time of the reforms, and that this effect is generally stronger for analysts whom the underlying incentives to (...) engage in unethical behaviour is greatest. We also find evidence that adoption of the three-tier system improved the market’s perception of the objectivity of analyst recommendations issued after SEOs, and that for hold and sell-type recommendations this effect was stronger for analysts subject to the greatest potential ethical conflicts. While we find some evidence of a general post-reform increase in the profitability of recommendations issued following equity transactions, this improvement was only conditioned by changes to the rating system in our IPO sample. (shrink)
Unlike Tang Junyi 唐君毅, who gave a high appraisal of the British Idealists or British Hegelians, mainly including T. H. Green, F. H. Bradley, and Bernard Bosanquet, Mou Zongsan 牟宗三 only occasionally mentions these names. The fact that Mou did not go deeper into the traditions of Idealism, however, does not, it appears to me, necessarily prevent us from seeking a family resemblance between the New Confucianism and British Idealism. For one thing, as Mou confesses, it was through Tang's talking (...) about Bradley's "reconciliatory dialectic" that Mou came to realize the gist of dialectical thinking and the importance of Hegel's philosophy.1 Besides, as we... (shrink)
This study addresses Chinese discourse creativity in product discourse within Taiwan’s creative industries. Product discourse not merely introduces creative products but also does it creatively. Based on a corpus of 20 examples, this paper proposes the notion of creative force, a chain of acts contributing to discourse creativity, and argues that five types of acting work together in the design of creativity exemplified in such discourse. They are acts of telling or invoking a story, constructing identity and stance, making multiple (...) meanings, blending, and performing culture. This paper also investigates metapragmatic performance in relation to creative force, i.e., how creative discourse which performs creative force is made possible and acceptable in society. Three metapragmatic aspects are under scrutiny: shared knowledge, metalinguistic awareness, and indexicality. All in all, this study aims to further substantiate our understanding of creativity and discourse in pragmatic and metapragmatic terms. (shrink)
