In natural language processing (NLP), named entity recognition (NER) and semantic classification are essential tasks. NER is a fundamental task, that identify named entities in text such as people, organizations, and locations. In Legal domain, NER is particularly important due to the variety of named entities that appear in legal documents and are important for legal analysis whereas Semantic classification is the process of giving each sentence in a text a semantic label, such as ”fact,””arguments,” or”judgement”. Both NER and Semantic (...) classi- fication are critical component of many NLP applications such as Knowledge base construction and semantic search. Semantic searching of legal documents is a powerful technique that can be used to quickly find the information that you need. By combining NER and semantic classification, one can identify the key elements of a legal document and search for documents that are related to a particular topic or contain a particular type of information. This paper proposes a novel approach to NER and Semantic classification in legal domain using Long short-term memory (LSTM) model. The proposed approach is evaluated on a corpus of legal text and the result of this study suggest that LSTM models are a promising approach for NER and Semantic classification in legal domain and can be used to improve the performance of semantic searching of legal documents. (shrink)

Luxury consumption has grown exponentially across the globe. This growth was fuelled more by the emerging non-Western countries such as India. Consumers in this country are more tech savvy and are a new set of individuals who are totally different from the old, conventional consumers of the Western countries. These new individuals consume luxury to develop their digital self. Unfortunately, this area is not researched in the literature. This article fills this lacuna in extant literature. To address this issue, we (...) comprehensively reviewed the current research from the area of luxury consumption, digital usage, digital self and subsequently developed a conceptual framework. This framework has three stages: individual that has interpersonal, power, symbolic and emotional needs; social dimension that is formulated and develops from the reference groups. Further, individuals develop the ‘we approach’ along with social groups. This approach is associated with strong ties, fortified nods, positive interactions and exclusivity. These elements lead to the development of digital self that provides happiness and pleasure to the individuals in terms of luxury consumption. (shrink)

Sir Muhammad Iqbal, 1877-1938, Urdu poet and philosopher.

Contemporary Kantianism is often regarded as both a position within normative ethics and as an alternative to metaethical moral realism. We argue that it is not clear how contemporary Kantianism can distinguish itself from moral realism. There are many Kantian positions. For reasons of space we focus on the position of one of the most prominent, contemporary Kantians, Christine Korsgaard. Our claim is that she fails to show either that Kantianism is different or that it is better than realism. Our (...) strategy is to argue that what are supposed to be claims that conflict with realism in fact do not. (shrink)

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)

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)

This essay begins by focusing on four cultural characters that signify different but associated aspects of the changing destiny of the human figure at the end of the twentieth century and beyond. These characters embody the human figure, in the double sense of form and metaphor, at work, at leisure and at war, and as gendered cultural and philosophical ideal. It is our suggestion that they provide excellent images of a general economy of the future present. Their significance as indices (...) of the destiny of the human resides in the way that they disclose the effects of a restricted economy that overflows its boundaries to incorporate, utilise and restrict every element of its generalised expenditure, to use the categories of Georges Bataille: its sumptuary excess, its sacred forms, its abjected waste, its modes of eroticism, its violence. The essay continues by discussing the implications of, and consequences for, human life in the face of the corporate or techno‐bureaucratic drive to incorporate the ‘impossible‐real’. For Paul Virilio, the technological desire to overwrite the temporal and spatial dimensions of ‘the actual’ discloses something of the ‘divine’ in this new technology. In conclusion, then, the essay questions what resistance there might be to the law of the machine‐God who lies, impossibly, as the immanent being of machinic efficiency, operativity and becoming excellence. (shrink)

In India, the distinction between news reporting and prejudicial opinions has become increasingly hazy due to media prosecutions. The Siddiqui Kappan case illustrates the difficulties involved in m...

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)

تشخيص فكري ومعرفي لمفهوم الأسرة ومكانتها في الفكر الإسلامي، وتفحّصٌ علمي ومنهجي لأسس البناء الأسري ومقاصده، وكشفٌ عن تأثير التحوّلات الاجتماعية في الأسرة والتحديات التي تواجهها، وتتبعٌ لانعكاسات الفكر الغربي في المنظومة القيمية للأسرة، وتبيّنٌ لبعض التجارب والخبرات في مجال المحافظة على دور الأسرة، لا سيما بعد هيمنة النموذج المعرفي الغربي، ومحاولة طمسه للخصوصيات الثقافية والمجتمعية. حاولت بحوث هذا الكتاب أن تجيب عن تساؤلات معرفية ومجتمعية مهمة مثل: ما أهم التحديات التي تواجه الأسرة المسلمة في الراهن المعاصر وكيفية مواجهتها، وما (...) التغيرات التي طرأت على الأسرة المسلمة في ظل التطورات والتسارعات المجتمعية والاقتصادية والتقنية إلخ، وما التصوّر الإسلامي لدور الأسرة في بناء المجتمع، وما دور مؤسسات المجتمع المدني في الحد من تأثير الاستلاب الثقافي، وما الإسهام الذي قدمته حركات الإصلاح الإسلامية في مجال المحافظة على الدور المحوري للأسرة في تشكيل الشخصية الإسلامية القادرة على تفعيل النهوض الحضاري؟ وقد أسهم المشاركون في هذا العمل الجماعي، الذين بلغ عددهم واحداً وعشرين باحثاً، في محاورة هذه الأسئلة المعرفية، وفي التأسيس لمنظومة معرفية مجتمعية قادرة على الإسهام في البناء الحضاري، وفي توجيه دفة الأسرة بما ينسجم مع التوجيهات الربانية والفطرة الإنسانية. (shrink)

This important and comprehensive work of 18th-century Islamic religious thought written in Arabic by a pre-eminent South Asian scholar provides an extensive and detailed picture of Muslim theology and interpretive strategies on the eve of the modern period.

Writing the Mughal World: Studies on Culture and Politics. Muzzafar Alam and Sanjay Subrahmanyam. New York: Columbia University Press, 2011. Pp. xviii + 516. $89.50, £62 ; $29.50, £20.50.

Research teams have made considerable progress in treating absolute uterine factor infertility through uterus transplantation, though studies have differed on the choice of either deceased or living donors. While researchers continue to analyze the medical feasibility of both approaches, little attention has been paid to the ethics of using deceased versus living donors as well as the protections that must be in place for each. Both types of uterus donation also pose unique regulatory challenges, including how to allocate donated organs; (...) whether the donor / donor's family has any rights to the uterus and resulting child; how to manage contact between the donor / donor's family, recipient, and resulting child; and how to track outcomes moving forward. (shrink)

: This article is a humble attempt at highlighting the controversiesregarding the legitimacy of popular resistance or revolutionary movement tobring down Muslim political regime that claimed to be despotic, unjust andeven un-Islamic. Having the fact on the existence of another view by majorityscholars that more inclined towards pacifist ideology which stressed onpolitical stability as a prerequisite to prosperity, the article emphasizes moreon the revolutionary school, while the second shall be highlighted when it isnecessary for comparison. Employing qualitative method of study, (...) the articleseeks to examine the arguments provided by both movements. This will bedone by analyzing their textual and rational grounds of evidences used bythe two schools to legitimize their political stance. Associating with what ishappening in Muslims nation nowadays, current study compelled to review theradical revolutionary movement from the perspective of moderate Islam schoolof thought. (shrink)

Visual masking of primes lowers prime visibility but spares processing of primes as reflected in prime–target congruence and prime–response compatibility effects. However, the question is how to appropriately measure prime visibility. Here, we tested the influence of three procedural variables on prime visibility measures: prime–target similarity, prime–response similarity, and the variability of prime–response mappings. Our results show that a low prime–target similarity is a favorable condition for a prime visibility measure because it increases the sensitivity of this measure in comparison (...) to a high prime–target similarity. (shrink)

“It is this distancing of personal relationships, combined with their replacement by written contractual terms and conditions, which make the discussion of ethics within a corporate institutionalised context highly limited and problematic.’ The challenge is to find means of personalising modern corporations so as to encourage ethical behaviour. Atul K. Shah PhD ACA gained his doctorate from the London School of Economics and is Lecturer in the Department of Accounting and Financial Management, at the University of Essex, Wivenhoe Park, (...) Colchester CO4 3SQ; e‐mail [email protected]. This article was conceived while he was Visiting Assistant Professor at the College of Business, University of Maryland, USA. The author wishes to thank Dan Ostas, Lee Preston and Stephen Loeb for helpful comments on earlier drafts. (shrink)

The aim of this paper is to define some new operation laws for the trapezoidal linguistic cubic fuzzy number and Hamming distance. Furthermore, we define and use the trapezoidal linguistic cubic fuzzy TOPSIS method to solve the multi criteria decision making (MCDM) method. The new ranking method for trapezoidal linguistic cubic fuzzy numbers (TrLCFNs) are used to rank the alternatives. Finally, an illustrative example is given to verify and prove the practicality and effectiveness of the proposed method.

Believing that p, assuming that p, and imagining that p involve regarding p as true—or, as we shall call it, accepting p. What distinguishes belief from the other modes of acceptance? We claim that conceiving of an attitude as a belief, rather than an assumption or an instance of imagining, entails conceiving of it as an acceptance that is regulated for truth, while also applying to it the standard of being correct if and only if it is true. We argue (...) that the second half of this claim, according to which the concept of belief includes a standard of correctness, is required to explain the fact that the deliberative question whether to believe that p is transparent to the question whether p. This argument raises various questions. Is there such a thing as deliberating whether to believe? Is the transparency of the deliberative question whether to believe that p the same as the transparency of the factual question whether I do believe that p? We will begin by answering these questions and then turn to a series of possible objections to our argument. (shrink)

Examining the coverage of the 2016 US Presidential election of the highest circulating New Zealand newspaper—the New Zealand Herald (NZH)—this study argues that this newspaper sets agenda against Donald Trump—the Republican Party candidate in the 2016 US election. Examining all news, editorials and photographs published in NZH, it discursively argues that this newspaper overshadowed and dehumanized Trump and especially his leadership ability. The other major candidate—the Democratic Party candidate Hillary Clinton—was applauded in the coverage. The NZH repeatedly focused upon the (...) activities of Trump through news, views and images to dehumanize him. The repetition, therefore, does not necessarily mean that a particular media outlet favors a particular candidate. It also argues that the media outlet of a distant nation that cannot influence its reader to vote for a particular candidate may still set the agenda in favor of a candidate. (shrink)

This paper proposes two formal models for understanding real-life dialogues, aimed at capturing argumentative structures performatively enacted during conversations. In the course of the investigation, two types of discourse with a high degree of well-structured argumentation were chosen: moral debate and financial communication. The research project found itself confronted by a need to analyse, structure and formally describe large volumes of textual data, where this called for the application of computational tools. It is expected that the results of the proposed (...) research will make a contribution to formal systems modelling and the evaluation of communication from the point of view of argument soundness. (shrink)

Background: Healthcare providers who are accountable for patient care safety and quality but who are not empowered to actualize them experience moral distress. Interventions to mitigate moral distress in the healthcare organization are needed. Objective: To evaluate the effect on moral distress and clinician empowerment of an established, health-system-wide intervention, Moral Distress Consultation. Methods: A quasi-experimental, mixed methods study using pre/post surveys, structured interviews, and evaluation of consult themes was used. Consults were requested by staff when moral distress was present. (...) The purpose of consultation is to identify the causes of moral distress, barriers to action, and strategies to improve the situation. Intervention participants were those who attended a moral distress consult. Control participants were staff surveyed prior to the consult. Interviews were conducted after the consult with willing participants and unit managers. Moral distress was measured using the Moral Distress Thermometer. Empowerment was measured using the Global Empowerment Scale. Results: Twenty-one consults were conducted. Analysis included 116 intervention and 30 control surveys, and 11 interviews. A small but significant decrease was found among intervention participants, especially intensive care staff. Empowerment was unchanged. Interview themes support the consult service as an effective mode for open discussion of difficult circumstances and an important aspect of a healthy work environment. Conclusions: Moral distress consultation is an organization-wide mechanism for addressing moral distress. Consultation does not resolve moral distress but helps staff identify strategies to improve the situation. Further studies including follow up may elucidate consultation effectiveness. (shrink)

Why, when asking oneself whether to believe that p, must one immediately recognize that this question is settled by, and only by, answering the question whether p is true? Truth is not an optional end for first-personal doxastic deliberation, providing an instrumental or extrinsic reason that an agent may take or leave at will. Otherwise there would be an inferential step between discovering the truth with respect to p and determining whether to believe that p, involving a bridge premise that (...) it is good (in whichever sense of good one likes, moral, prudential, aesthetic, allthings-considered, etc.) to believe the truth with respect to p. But there is no such gap between the two questions within the first-personal deliberative perspective; the question whether to believe that p seems to collapse into the question whether p is true. (shrink)

Allocating access to unapproved COVID-19 drugs available via Pre-Approval Access pathways or Emergency Use Authorization raises unique challenges at the intersection of clinical care and research....

Volume 20, Issue 6, June 2020, Page 17-19.