This study aims to examine key attributes affecting Airbnb users' satisfaction and dissatisfaction through the analysis of online reviews. A corpus that comprises 59,766 Airbnb reviews form 27,980 listings located in 12 different cities is analyzed by using both Latent Dirichlet Allocation and supervised LDA approach. Unlike previous LDA based Airbnb studies, this study examines positive and negative Airbnb reviews separately, and results reveal the heterogeneity of satisfaction and dissatisfaction attributes in Airbnb accommodation. In particular, the emergence of the topic (...) “guest conflicts” in this study leads to a new direction in future sharing economy accommodation research, which is to study the interactions of different guests in a highly shared environment. The results of topic distribution analysis show that in different types of Airbnb properties, Airbnb users attach different importance to the same service attributes. The topic correlation analysis reveals that home like experience and help from the host are associated with Airbnb users' revisit intention. We determine attributes that have the strongest predictive power to Airbnb users' satisfaction and dissatisfaction through the sLDA analysis, which provides valuable managerial insights into priority setting when developing strategies to increase Airbnb users' satisfaction. Methodologically, this study contributes by illustrating how to employ novel approaches to transform social media data into useful knowledge about customer satisfaction, and the findings can provide valuable managerial implications for Airbnb practitioners. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Clinical CommentaryChong Siow Ann, Associate ProfessorDr. G appears to experiencing symptoms of schizophrenia, which is arguably the most severe mental disorder and which afflicts about one in a hundred people. This is a psychotic disorder that causes disturbances and distortions in thinking, including neurocognitive impairments, perception and behaviour. There is no cure for this often devastating disorder. Current antipsychotic medications can alleviate some of the symptoms but it often (...) comes at a price as these antipsychotics have burdensome side effects.A feature of this disorder is anosognosia, which is a lack of awareness or “insight” that an illness is present. This lack of insight presents a particular challenge because these individuals would, as in the case of Dr. G, refuse needed treatment as they do not perceive that they are ill. This is not necessarily an all-or-none phenomenon but is rather more complex and multidimensional; there might be an unawareness or recognition on behalf of the patient that they are suffering from a mental illness, the failure to appreciate the necessity of treatment; and/or the inability to recognise and define the psychotic symptoms like unusual thoughts and hallucinations as signs of illness1 and in many instances, all three are present. It is also by no means uncommon. Studies have found that between 60% and 80% of people with schizophrenia lack awareness of their illness to varying degrees.2This phenomenon remains an enigma. Some regard it as a form of psychological defence against the harsh reality of a psychotic illness — awareness of having a chronic and devastating illness might lead to demoralisation, hopelessness and suicide.3 Recent research, however, [End Page 250] indicates that this psychological denial plays a small part, if any, and instead has found an association with certain neuropsychological and neurocognitive deficits,4 as well as functional and structural brain abnormalities in the frontal lobe of the brain.5The prevailing clinical view thus is that this is an intrinsic and organic aspect of the schizophrenic illness which has nothing to do with wilfulness but rather the incapacity to perceive the presence of the illness. Edwin Fuller Torrey, an eminent psychiatrist and executive director of the Stanley Medical Research Foundation, calls anosognosia the “single largest reason why individuals with schizophrenia and bipolar disorder do not take their medications”, and he has remarked that “to keep talking about civil liberty is illogical. Patients are anything but free when they’re at the beck and call of their own delusions”.6It is also this view that it is a product of a brain disorder that some — particularly patients — find unacceptable. At one level, it does not take into context the person’s own experiences, and at a deeper level it calls into question the conception of the self with its capacity to exercise judgements and the autonomy to make decisions.This is a perennial ethical issue in psychiatry when people with severe mental illnesses refuse treatment. This becomes a Catch-22 situation where part of the illness that needs treatment is also preventing any treatment to be given: implicit in the principle of informed consent for treatment is that the person should be aware of the nature and course of their illness and acknowledge the need for treatment. While there are laws for involuntary commitment, the bar is usually high in that there must be a clear and present risk of harm to the person or others. Alan Stone, a professor of law and psychiatry at Harvard University proposed a possible justification for involuntary treatment based on his “thank-you theory” which assumes that patients will become well and subsequently agree that the intervention was in their best interests but research suggests that only half of these patients would admit so.7One suggested mechanism is the use of advance directives — psychiatry’s version of the living will in which people can specify what sort of medical care they would like should they become mentally unwell and unable to exercise appropriate judgement. An intrinsic part of this might include a “Ulysses contract” — just as Ulysess instructed his crew to lash him to the mast of the his ship so that he could... (shrink)

本书是一本关于陈冲体验人生感悟人生的书法集子。内容包括:悟道篇;明理篇;做人篇;处世篇等。.

There are many good reasons to learn about the lives of people who have less social privilege than we do. We might want to understand their circumstances in order to have informed opinions on social policy, or to make our institutions more inclusive. We might also want to cultivate empathy for its own sake. Much of this knowledge is gained through social scientific or humanistic research into others' lives. The entitlement to theorize about or study the lives of marginalized others (...) is often granted under the presumption of academic freedom. This paper will not question whether academic freedom licenses us to do so in the first place ; instead, I will... (shrink)

McKay & Dennett (M&D) identify positive illusions as fulfilling the criteria for an adaptive misbelief, but could there be other types of beliefs that may qualify as adaptive misbeliefs? My commentary addresses this and other questions through identifying belief in free will as a potential candidate as an adaptive misbelief.

English summary: The conference papers collected in this volume focus on Platonism in the Byzantine Middle Ages and Italian Renaissance. Authors considered are Maximos and Psellos, as well as Nicolas Cusanus, the Florentine Platonics of the 15th century, up to Pico della Mirandola. German description: Zu den charakteristischen Aspekten der italienischen Renaissance gehort ein esoterisch gepragter Platonismus, der wesentlich auf Vorlaufern im byzantinischen Mittelalter beruht. Von besonderer Bedeutung sind dabei die Chaldaeischen Orakel und der Hermetismus; weiterhin treten neben die Hinwendung (...) zur Weisheit des alten Agypten vielfaltige Varianten des Interesses an Platonismus und Esoterik. Diese Themen, dazu Phanomene der spateren Rezeptionsgeschichte bis in die Zeit der Aufklarung, waren Gegenstand einer Tagung, die vom 19. bis 23. Juli 2010 in Frankfurt am Main stattfand. Die im vorliegenden Sammelband enthaltenen Beitrage gehen auf diese Veranstaltung zuruck. Im Mittelpunkt stehen dabei aus byzantinischer Zeit Schriften des Maximos und des Psellos, aus der Renaissance Texte von Nikolaus von Kues und den Florentiner Platonikern des fruhen 15. Jahrhunderts bis zu Giovanni Pico della Mirandola. Weitere Beitrage gelten Malerei (Benozzo Gozzoli), Architektur (Leon Battista Alberti, Filarete) und dem Interesse an magischen Gemmen. Auf die spatere Rezeptionsgeschichte zielen Artikel zu Jean Le Clerc und den Freimaurern bis ins 18. Jahrhundert. (shrink)

Two studies are reported in which participants’ reports of altered states of consciousness were manipulated using priming methods. Study 1 used both subtle and blunt supraliminal priming methods, while Study 2 used a subliminal priming method. Across the two studies, two different methods for inducing ASC were used. In both studies a direct and an indirect measure of ASC was employed in order to separate the more nonconscious and spontaneous from the more conscious and directive reports of ASC. As predicted, (...) results indicated that the indirect measures of ASC were consistent with the ASC primes participants received. Implications and future research directions are discussed. (shrink)

Selection of author's works on Svātantrika Madhyamika philosophy and logic.

There is growing concern that decision-making informed by machine learning (ML) algorithms may unfairly discriminate based on personal demographic attributes, such as race and gender. Scholars have responded by introducing numerous mathematical definitions of fairness to test the algorithm, many of which are in conflict with one another. However, these reductionist representations of fairness often bear little resemblance to real-life fairness considerations, which in practice are highly contextual. Moreover, fairness metrics tend to be implemented in narrow and targeted toolkits that (...) are difficult to integrate into an algorithm’s broader ethical assessment. In this paper, we derive lessons from ethical philosophy and welfare economics as they relate to the contextual factors relevant for fairness. In particular we highlight the debate around acceptability of particular inequalities and the inextricable links between fairness, welfare and autonomy. We propose Key Ethics Indicators (KEIs) as a way towards providing a more holistic understanding of whether or not an algorithm is aligned to the decision-maker’s ethical values. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Underplayed Ethics and the Dilemmas of Psychiatric CareChong Siow Ann and Tamra LysaghtThe practice of psychiatry is fraught with uncertainty. The exact causes and the biological substrates underlying mental disorders remain to be elucidated; even the diagnosis of these disorders is descriptive and not based on an etiological understanding and no biological diagnostic markers have been validated. The manifestation of almost all mental disorders results from a complex interaction (...) of biological and environmental factors which encompasses the patient’s unique life history, experiences and relationship with others and the community. In the face of such uncertainties — at times extending to the types of treatment (psychiatry is generally acknowledged not be an exact science) — it has been argued that adopting a pragmatic approach is necessary.1 Accordingly, this approach necessitates high ethical standards among mental health practitioners.Some mental illnesses are associated with varying degrees and types of cognitive impairments. Others have certain symptoms like auditory hallucinations and delusions that might severely compromise the patients’ autonomy, distort their sense of reality, increase the risk of harm to themselves or others and render them incapable of making informed decisions in their treatment and participation in research.Consequently, there are issues that are particular to the provision of mental healthcare. These include the need for enforced involuntary treatment with the corollary of depriving a patient of his personal liberty even [End Page 173] though it is often justified on the grounds that it is in the patient’s best interests. However, at times, it is the legal and societal obligation of mental health practitioners to protect those who might be harmed from the patient’s action that might seem to be more pressing. In this situation of double agency, lies the tension of providing confidential care for patients and acting as “an agent of the state” where that patient’s confidentiality might be breached and his liberty infringed upon. This situation is further aggravated by the stigma that clings ever so tenaciously to those who suffer from mental disorders and where it is the norm to stereotype them as dangerous and unpredictable.Consideration of a patient’s autonomy is also challenged by characteristics that are unique to the practice of psychiatry. The prescription of certain psychotropic medications can alter how people think and feel, while psychotherapy works towards changing the patient’s views and values. The philosopher, Jennifer Radden, describes this process as “re-forming the patient’s whole self or character … akin to the responsibilities of raising children”.2 The psychotherapeutic relationship is thus particularly personal and intimate because patients are asked to provide information that often reveals their innermost feelings, fears and fantasies. This information is provided on the basis of trust and assurance of confidentiality, and with expectation of being helped.Jeremy Holmes and Gwen Adshead have elaborated on the vulnerability of patients seeking psychotherapy: they might be particularly susceptible to exploitation because their past experiences of being exploited have led to their distress and help seeking — their dependency and the extreme privacy of the therapeutic relationship make any transgression difficult to be uncovered.3 There is a calamitous combination of the “unconscious wish in the patient to be used” with the complicity of an unethical therapist seeking to fulfil his own interests.4As in any other doctor-patient relationship, the relationship between the mental healthcare practitioner and the patient is one of unequal power where the former is ascendant. While that power should be exercised to heal and to relieve suffering, it also gives the practitioner tremendous power “to harm, reject, misunderstand, or exploit patients who struggle with the experience of mental illness, which itself may generate helplessness, despair, distress, and exceptional dependence on the clinician”.5 Given the potential of doing good and harm coupled with the likelihood of being so significant in the life of the patient,6 providing care for those with mental disorders and distress is necessarily ethically exacting — arguably more so than in other medical practice settings. [End Page 174]This precariousness has led to the suggestion that ethics in psychiatry should have a special status and that the more general principles of biomedical ethics are too limited in scope to... (shrink)

This paper intends to append the frame of dialectic upon St. John of the Cross’ delineation of mysticism. Its underlying hypothesis is that the dialectical structuring of St. John’s mystical theology promises to unravel the web of relational concepts embedded within his immense writings on this unique phenomenon. It is hoped that as a consequence of this undertaking, relevant pairs of correlative opposites that figure prominently in mysticism can be elucidated and perhaps come to some form of resolution.

A common assumption in the selection of nonhuman animal subjects for research and the approval of research is that, if the risks of a procedure are too great for humans, and if there is a so-called scientific necessity, then it is permissible to use nonhuman animal subjects. I reject the common assumption as neglecting the central ethical issue of the permissibility of using nonhuman animal subjects and as being inconsistent with the principle of justice used in human subjects research ethics. (...) This principle requires that certain classes of individuals not be subjected to a disproportionate share of the burdens or risks of research. I argue for an extension of this principle to nonhuman animal research and show that a prima facie violation of the principle occurs because nonhuman animals bear an overwhelmingly disproportionate share of the risks of research without sufficient justification or reciprocal benefit. (shrink)

To address the rising concern that algorithmic decision-making may reinforce discriminatory biases, researchers have proposed many notions of fairness and corresponding mathematical formalizations. Each of these notions is often presented as a one-size-fits-all, absolute condition; however, in reality, the practical and ethical trade-offs are unavoidable and more complex. We introduce a new approach that considers fairness—not as a binary, absolute mathematical condition—but rather, as a relational notion in comparison to alternative decisionmaking processes. Using US mortgage lending as an example use (...) case, we discuss the ethical foundations of each definition of fairness and demonstrate that our proposed methodology more closely captures the ethical trade-offs of the decision-maker, as well as forcing a more explicit representation of which values and objectives are prioritised. (shrink)

There is a need to consider the impact of the new resident-hours regulations on the variety of aspects of medical education and patient care. Most existing literature about this subject has focused on the role of fatigue in resident performance, education, and health care delivery. However, there are other possible consequences of these new regulations, including a negative impact on decision ownership. Our main assumption of is that increased shift work in medicine can decrease ownership of treatment decisions and impact (...) negatively on quality of care. We review some potential components of decision ownership in treatment context and suggest possible ways in which the absence of decision ownership may decrease the quality of medical decision making. The article opens with the definition of decision ownership and the overview of some contextual factors that may contribute to the development of ownership in medical residency. The following section discusses decision ownership in medical care from the perspe... (shrink)

What should we do about “tainted” public commemorations? Recent events have highlighted the urgency of reaching a consensus on this question. However, existing discussions appear to be dominated by two naïve opposing views – to remove or preserve them. My aims in this essay are two-fold. First, I argue that the two views are not naïve, but undergirded by concerns with securing self-respect and with the character of our engagement with the past. Second, I offer a qualified defence of vandalising (...) tainted commemorations. The defence comprises two parts. I consider two prominent suggestions – to install counter-commemorations and to add contextualising plaques – and argue that they are typically beset with difficulties. I then argue that in some circumstances, constrained vandalism is a response to tainted commemorations which effectively adjudicates the demands of the two opposing views. (shrink)

The term, "objectionable commemorations”, refers to a broad category of public artefacts – such as, and especially, memorials, monuments and statues – that are regarded as morally problematic in virtue of what or whom they honour. In this regard, they are a special class of public artefacts that are subject to public contestation. In this paper, we survey the general ethical and political issues on this topic. First, we categorise the arguments on offer in the literature, concerning the objectionable nature (...) of such commemorations. Second, we review common political responses to objectionable commemorations. Finally, we identify fruitful areas for further philosophical inquiry on this topic. (shrink)

We present Dynamic Epistemic Temporal Logic, a framework for reasoning about operations on multi-agent Kripke models that contain a designated temporal relation. These operations are natural extensions of the well-known “action models” from Dynamic Epistemic Logic. Our “temporal action models” may be used to define a number of informational actions that can modify the “objective” temporal structure of a model along with the agents’ basic and higher-order knowledge and beliefs about this structure, including their beliefs about the time. In essence, (...) this approach provides one way to extend the domain of action model-style operations from atemporal Kripke models to temporal Kripke models in a manner that allows actions to control the flow of time. We present a number of examples to illustrate the subtleties involved in interpreting the effects of our extended action models on temporal Kripke models. We also study preservation of important epistemic-temporal properties of temporal Kripke models under temporal action model-induced operations, provide complete axiomatizations for two theories of temporal action models, and connect our approach with previous work on time in DEL. (shrink)

To address the rising concern that algorithmic decision-making may reinforce discriminatory biases, researchers have proposed many notions of fairness and corresponding mathematical formalizations. Each of these notions is often presented as a one-size-fits-all, absolute condition; however, in reality, the practical and ethical trade-offs are unavoidable and more complex. We introduce a new approach that considers fairness—not as a binary, absolute mathematical condition—but rather, as a relational notion in comparison to alternative decision-making processes. Using U.S. mortgage lending as an example use (...) case, we discuss the ethical foundations of each definition of fairness and demonstrate that our proposed methodology more closely captures the ethical trade-offs of the decision-maker. (shrink)

성리학의 이기론을 체계화한 16세기 학자 율곡 이이 의 생애와 사상, 학문을 살핀 저서.

van Bentham et al. (Merging frameworks for interaction: DEL and ETL, 2007) provides a framework for generating the models of Epistemic Temporal Logic ( ETL : Fagin et al., Reasoning about knowledge, 1995; Parikh and Ramanujam, Journal of Logic, Language, and Information, 2003) from the models of Dynamic Epistemic Logic ( DEL : Baltag et al., in: Gilboa (ed.) Tark 1998, 1998; Gerbrandy, Bisimulations on Planet Kripke, 1999). We consider the logic TDEL on the merged semantic framework, and its extension (...) with the labeled past-operator “ P ϵ ” (“The event ϵ has happened before which. . .”). To axiomatize the extension, we introduce a method for transforming a given model into a normal form in a suitable sense. These logics suggest further applications of DEL in the theory of agency, the theory of learning, etc. (shrink)