Sentiment analysis has been widely used in text mining of social media to discover valuable information from user reviews. Sentiment lexicon is an essential tool for sentiment analysis. Recent research studies indicate that constructing sentiment lexicons for special domains can achieve better results in sentiment analysis. However, it is not easy to construct a sentiment lexicon for a specific domain because most current methods highly depend on general sentiment lexicons and complex linguistic rules. In this paper, the construction of sentiment (...) lexicon is transformed into a training-optimization process. In our scheme, the accuracy of sentiment classification is used as the optimization objective. The candidate sentiment lexicons are regarded as the individuals that need to be optimized. Then, two genetic algorithms are specially designed to adjust the values of sentiment words in lexicon. Finally, the best individual evolved in the presented genetic algorithms is selected as the sentiment lexicon. Our method only depends on some labelled texts and does not need any linguistic knowledge or prior knowledge. It provides a simple and easy way to construct a sentiment lexicon in a specific domain. Experiment results show that the proposed method has good flexibility and can generate high-quality sentiment lexicon in specific domains. (shrink)

In the paper, we study connections between rough concept lattices and domains. The main result is representation theorems of complete lattices and algebraic lattices by concepts based on Rough Set Theory. It is shown that there is a deep relationship between Rough Set Theory and Domain Theory.

Central to philosophical practice is the application of philosophers' work by philosophical practitioners to inspire, educate, and guide their clients. For example, in Logic-Based Therapy (LBT) philosophical practitioners help their clients to find an uplifting philosophy that promotes guiding virtues that counteract unrealistic and often self-defeating conclusions derived from irrational premises. I will present the argument that Simone de Beauvoir’s existentialist ethics can be applied as an uplifting philosophy as per LBT methodology, and therefore has utility for philosophical practice. Additionally, (...) I will propose that Beauvoir’s existentialist ethics, as an uplifting philosophy, may act as an antidote for ideological obsession and ideology addiction. I will also suggest that LBT may be a suitable intervention when challenging the unrealistic conclusions derived from illogical premises in practical reasoning that contribute to ideological obsession, because it can contest irrational beliefs in a way that could mitigate the fragmentation anxiety that often arise when individuals relinquish maladaptive self-object organizations. (shrink)

Housed in one volume for the first time are several of the seminal essays on Du Bois's contributions to sociology and critical social theory: from DuBois as inventor of the sociology of race to Du Bois as the first sociologist of American religion; from Du Bois as a pioneer of urban and rural sociology to Du Bois as innovator of the sociology of gender and culture; and finally from Du Bois as groundbreaking sociologist of education and cultural criminologist to Du (...) Bois as critic of the disciplinary decadence of the discipline of sociology. Unlike any other anthology or critical reader on Du Bois, this new volume offers an excellent overview of the critical commentary on arguably one of the most imaginative and innovative, perceptive and prolific founders of the discipline of sociology. (shrink)

'The problem of the twentieth-century is the problem of the color-line.' Originally published in 1903, The Souls of Black Folk is a classic study of race, culture, and education at the turn of the twentieth century. With its singular combination of essays, memoir, and fiction, this book vaulted W. E. B. Du Bois to the forefront of American political commentary and civil rights activism. The Souls of Black Folk is an impassioned, at times searing account of the situation of African (...) Americans in the United States. Du Bois makes a forceful case for the access of African Americans to higher education, memorably extols the achievements of black culture (above all the spirituals or 'sorrow songs'), and advances the provocative and influential argument that due to the inequalities and pressures of the 'race problem', African American identity is characterized by 'double consciousness'. This edition includes a valuable appendix of other writing by Du Bois, which sheds light on his attitudes and intentions. ABOUT THE SERIES: For over 100 years Oxford World's Classics has made available the widest range of literature from around the globe. Each affordable volume reflects Oxford's commitment to scholarship, providing the most accurate text plus a wealth of other valuable features, including expert introductions by leading authorities, helpful notes to clarify the text, up-to-date bibliographies for further study, and much more. (shrink)

In this article, the co-editors of the corporate responsibility: quantitative issues section of the journal provide an overview of the quantitative CSR field and offer some new perspectives on where the field is going. They highlight key issues in developing impactful, theory-driven, and ethically grounded research and call for research that examines complex problems facing businesses and the society (e.g., big data and artificial intelligence, political polarization, and the role of CSR in generating social impact). By examining topics that are (...) under-researched, forward-looking, and socially oriented, scholars can expand the boundary of CSR’s substantive domain and produce research that helps businesses act in a long-term, socially responsible way in this quickly evolving, turbulent environment. They also discuss ways to enhance the methodological rigor of quantitative CSR research and encourage scholars to employ cutting-edge, innovative methods to shed light on the micro-level mechanisms of CSR and reveal patterns and relationships hidden in unstructured big data. (shrink)

The virtual has become the latest rostrum for ideological heteronormativity; it increasingly plays host to an insidious rhetoric of unjustifiably fixed and oppositional gender binaries that exhort heterosexuality as a norm. Conservative political and religious groups, as well as consumerist advertising, utilise digital technology to reinforce cast-in-stone and adversarial social perspectives for manipulative and exploitative ends. Contrastingly, the virtual may be mobilised to support and facilitate queering in contemporary societies and may positively counter such fixed ideological heteronormative categories of social (...) life. Crucial in this transformative account of the virtual is the body, which is for Merleau-Ponty the horizon of engagement with the world as a condition for perception and performativity. Queer perspectives may, in turn, overcome the oversight of Merleau-Ponty (as critically suggested by Judith Butler and Iris Marion Young) regarding the specific gendered characteristics of the body itself, and allows for an expanded embodied and queer conceptualisation of the virtual. A transformative vision of the virtual entails therefore a rethinking of our understanding of digital technology through (a) the phenomenology of the body-subject and (b) queer theory. I argue that the idea of the body as entirely discursive or performative (per queer theory) needs to be adjusted by explicating the foundational ontological characteristics of the body-subject’s encounter of the virtual. (shrink)

New foreword written by HeritageMom, Amber O'Neal Johnston. "During a time when the United States needed to be reminded of the contributions Black people have made to its democracy, freedom, music, literature, and more, W.E.B. Du Bois took on the task of enumerating the gifts that we've provided to our country. "When I began reading The Gift of Black Folk...the story that unfolded was one that I had never anticipated. We the People of the United States, all of us, have (...) left our indelible mark on America the Beautiful." -Amber O'Neal Johnston In 1924, William Edward Burghardt (W.E.B.) Du Bois (1868-1963) penned The Gift of Black Folk in response to systemic racism in the United States, showing that "...the American spirit is a new and interesting result of diverse threads of thought and feeling coming not only from America but from Europe and Asia and indeed from Africa." Du Bois was the first African American to earn a Ph.D. from Harvard University, and later became a professor of history, sociology, and economics at Atlanta University. In 1909 he co-founded the NAACP. Du Bois was a lifelong leader and proponent of civil rights. Amber O'Neal Johnston is a writer, speaker, and home educator who blends life-giving books with a culturally-rich environment for her four children and others. She's the author of A Place to Belong, a guide for families of all backgrounds to celebrate cultural heritage and embrace inclusivity in the home and beyond, and she's known for sharing literary "mirrors and windows" on HeritageMom.com. (shrink)

A thorough account of Africa's history and its lasting influence on Western culture told from the perspective of the disparate descendants who inherited its legacy. W.E.B. Du Bois highlights the hidden stories that connect these varied communities. Originally published in 1915, The Negro presents an expansive analysis of the African diaspora over the course of history. W.E.B. Du Bois uses a critical eye to survey the early depictions of the continent, debunking stereotypical myths about its social structure. He addresses the (...) generational impact of slavery as well as the capitalistic system that made it possible. It's an honest look at the effects of white supremacy, classism and its place in modern society. From Ethiopia and Egypt to the West Indies and Latin America, Africa's influence is undeniable. The Negro sheds light on the ignored history of the continent and its many descendants. It's a vital piece of literature that acknowledges and celebrates its cultural power. With an eye-catching new cover, and professionally typeset manuscript, this edition of The Negro is both modern and readable. (shrink)

The study aims to explore the psychology and behavior of employees in organizations in enterprise innovation. Based on the human resource management system, organizational psychological ownership, and other related theories, the transformational leaders and their advice behavior in start-ups are taken as the research object. The data obtained from the questionnaire as the research samples. Second, the influence and intermediary effect of employees’ organizational psychological ownership on colleagues, leaders, and the whole enterprise are discussed, and the corresponding conclusions are drawn. (...) The results show that the path coefficients of transformational leaders of start-up enterprises for employees’ advice to their superiors and their peers are 0.28 and 0.31, respectively, and p < 0.01. Therefore, transformational leadership has a positive impact on both elements. In the relationship between organizational psychological ownership and employee creativity, the r value is 0.34 and p < 0.01. This shows that organizational psychological ownership positively correlates with employees’ creativity. In addition, corporate support can mediate employees’ behavior and psychological ownership in the organization and has a positive correlation in support, identity, and care. Therefore, the impact of organization-employees relations on employees’ innovation behavior is discussed based on organizational psychology and culture, which can improve employees’ subjective initiative for work and provides ideas for the management and development of start-ups. (shrink)

En retraçant le parcours du Père Samaan, figure centrale de la scène chrétienne égyptienne, cet article analyse les trajectoires mouvantes de la politisation des coptes charismatiques et chrétiens évangéliques en Égypte dans les dernières années – les deux mouvances étant étroitement liées l’une à l’autre. Outre des orientations relatives à des positions de classe, des manœuvres et tactiques vis-à-vis des institutions ecclésiales, des arènes politiques locale et nationale, comme des ONG internationales, le rapport au politique des chrétiens charismatiques et évangéliques (...) d’Égypte est également conditionné par leur perception du religieux majoritaire dans le pays, à savoir l’Islam. Loin de refléter une tendance théologico-politique globale et homogène en tous lieux, partir de ce cas donne à penser la manière dont, à travers l’œuvre d’acteurs situés comme celle du Père Samaan, le christianisme charismatique s’ancre toujours dans des logiques territorialisées et des enjeux locaux. (shrink)

This chapter contains sections titled: Heir of “the Heresy” Reflection on Tradition—Interrogation of “Being” The Rupture with Tradition—Evasion from Being Relinking with Tradition—Alterity, Transcendence, and the Beyond Conclusion: the Utopia of the Human Being Endnotes.

Recent reports of CRISPR/Cas9 genome editing in parasitic helminths open up new avenues for research on these dangerous pathogens. However, the complex morphology and life cycles inherent to these parasites present obstacles for the efficient application of CRISPR/Cas9‐targeted mutagenesis. This is especially true with the trematode flukes where only modest levels of gene mutation efficiency have been achieved. Current major challenges in the application of CRISPR/Cas9 for study of parasitic worms thus lie in enhancing gene mutation efficiency and overcoming issues (...) involved in host passage so that mutated parasites survive. Strategies developed for CRISPR/Cas9 studies on Caenorhabditis elegans, protozoa and mammalian cells, including novel delivery methods, the choice of selectable markers, and refining mutation precision represent novel tactics whereby these impediments can be overcome. Furthermore, employing CRISPR/Cas9‐mediated gene drive to interfere with vector transmission represents a novel approach for the control of parasitic worms that is worthy of further exploration. (shrink)

The distinguished American civil rights leader, W. E. B. Du Bois first published these fiery essays, sketches, and poems individually nearly 80 years ago in the Atlantic, the Journal of Race Development, and other periodicals. This volume has long inspired readers with its militant cry for social, political, and economic reforms for black Americans.

This article explores the potential utility of the theory of Holism as developed by South African philosopher, British Commonwealth statesman and military leader, Jan Smuts, for philosophical counselling or practice. Central to the philosophical counseling process is philosophical counsellors or practitioners applying the work of philosophers to inspire, educate and guide their counselees in dealing with life problems. For example, Logic-Based Therapy, a method of philosophical counselling developed by Elliot Cohen, provides a rational framework for confronting problems of living, where (...) the counselor helps the counselee find an uplifting philosophy that promotes a guiding virtue that acts as an antidote to unrealistic and often self-defeating conclusions derived from irrational premises. We present the argument that Holism is one such uplifting philosophy which can be of utility to philosophical counselors or practitioners to help their counselees with confronting problems of living. Furthermore, we argue that Smuts’ articulation of freedom can act as a guiding virtue within this uplifting philosophy of Holism in accordance with the methodology of LBT. Smuts’ contribution to philosophy and psychology is arguably inadequately credited, and for this reason, and to the best of our knowledge, Smuts’ theory of Holism has yet to be discussed in the context of philosophical counseling or practice. Given these omissions, we begin this article with a discussion of his influence on 20th Century Anglo-American psychology. We then provide a brief historical context, and an introduction to the central argument of Smuts’ Holism, as well as a brief overview of the origins of Smut’s Holism and an introduction to his book Holism and Evolution. In the remainder of the article, we discuss several foundational concepts that underlie Smuts’ theory of Holism, as articulated and developed in his book Holism and Evolution, to substantiate our arguments. We conclude by highlighting the limitations of our article, limitations to Smuts’ model, and the challenges inherent in the use of a now largely antiquated theory, even by Smuts’ own admission nineteen years after its publication, for the purposes of contextualizing and substantiating the arguments and recommendations presented herein. (shrink)

Online crowdsourcing platforms have rapidly become a popular source of data collection. Despite the various advantages these platforms offer, there are substantial concerns regarding not only data validity issues, but also the ethical, societal, and global ramifications arising from the prevalent use of online crowdsourcing platforms. This paper seeks to expand the dialogue by examining both the “internal” aspects of crowdsourcing research practices, such as data quality issues, reporting transparency, and fair compensation, and the “external” aspects, in terms of how (...) the widespread use of crowdsourcing data collection shapes the nature of scientific communities and our society in general. Online participants in research studies are informal workers who provide labor in exchange for remuneration. The paper thus highlights the need for researchers to consider the markedly different political, economic, and socio-cultural characteristics of the Global North and the Global South when undertaking crowdsourcing research involving an international sample; such consideration is crucial for both increasing research validity and mitigating societal inequities. We encourage researchers to scrutinize the value systems underlying this popular data collection research method and its associated ethical, societal, and global ramifications, as well as provide a set of recommendations regarding the use of crowdsourcing platforms. (shrink)

The COVID-19 epidemic is associated with negative mood, which has the potential to be a powerful driver of creativity. However, the influence of negative mood on cognitive creativity and emotional creativity remains elusive. Previous research has indicated that self-focused attention is likely to be related to both negative mood and creativity. The current study introduced two self-focused attention variables to explore how negative mood might contribute to cognitive creativity and emotional creativity. Based on a sample of 351 participants, our study (...) found that negative mood during the outbreak of COVID-19 was associated with cognitive creativity and emotional creativity. Meanwhile, there were significant serial mediation effects of rumination and reflection in the relationship between negative mood and creativity and the psychological impact after exposure to the COVID-19 epidemic was positively correlated with emotional creativity but not with cognitive creativity. These results suggested that individuals, in real life and work, could achieve better creative performance through moderate self-focus. Moreover, individuals with different mood states can be induced to enhance their creativity in times of crisis through intervention training to promote reflection. (shrink)

Le but du présent article est d’examiner les relations entre les notions d’action et de subjectivité. Faut-il mettre ces relations au compte d’une expérience de l’action? Une telle hypothèse permet, à première vue, de distinguer ce qui nous arrive ou encore ce qui procède d’une simple réaction à une stimulation, d’une part, des actions que nous initions et dont nous sommes réellement les agents d’autre part. Mais cette vue, si elle a l’intérêt de faire entrer en scène le sujet sous (...) les trait... (shrink)

In social identity theory, the in-Christ identity is understood as primarily a socially directed process in which people categorise themselves relative to other groups. Intergroup behaviour would cause them to discriminate against the so-called ‘outgroup’, favouring the so-called ‘ingroup’. Although social identity complexity theory has moved beyond single ingroup-outgroup categorisation, it is a question if social identity theories can fully account for the in-Christ identity, especially within an African context. In African religious identity, identity is linked to both the community (...) and the ruling deities, which are perceived to be real entities that intervene in human affairs and identity, presupposing a supernaturalistic epistemology. Contribution: In this contribution, the naturalistic epistemological underpinnings of social identity theories are reconsidered in light of a supernatural aspect that is argued to be constitutive of the 1st century in-Christ identity as well as the African Christian identity. Amid current approaches to the in-Christ identity, which is mainly a Pauline concept, some of the main Pauline texts that have bearing on the in-Christ identity are revisited in light of current theories and epistemologies on identity. (shrink)

In this dissertation, I provide an account of the protections to which most captive non-human animals are morally entitled when they participate in health-related research. At least in the animal ethics literature, it is uncontroversial that the protections currently afforded to captive research animals are inadequate. This has much to do with the fact that most animals who serve as research participants are 1) sentient and, thus, have important morally considerable interests; 2) unable to provide informed consent to their research (...) participation; and 3) seriously harmed as a result of their participation. Unsurprisingly, then, a number of authors have proposed alternative sets of protections that they take to be appropriately responsive to the morally considerable interests of research animals. However, none of the alternatives proposed ensures the ethically appropriate treatment of research animals because all are demonstrably more permissive than the set of protections governing research involving children. This seems problematic given that most animal research participants, like most pediatric research participants, are sentient and unable to provide informed consent for their research participation, and, furthermore, that these are the very characteristics that render children vulnerable — and so entitled to additional protections — in the context of research. I examine a number of reasons that might be thought to justify the discrepancy between the protections afforded to these two groups of research participants, and argue that no non-speciesist justification is forthcoming. Consequently, we ought to reflect upon how the protections currently in place for pediatric research participants might be extended to most animal research participants. I argue that most pediatric research protections, when suitably amended to account for relevant differences between most children and animals, can and should be extended to most animal research participants. I also demonstrate that doing so would require that substantial changes are made to most extant animal research studies. Since this, in turn, would require a radical transformation of the research enterprise as we know it, I also gesture towards how we might get from where we currently are to a truly just research enterprise. (shrink)

Le présent texte a pour objet de discuter les prétentions de l’économie comportementale, notamment la nature des résultats qu’elle revendique. Cette nouvelle branche du savoir s’affiche souvent comme un nouveau paradigme, mais il est aisé de montrer qu’elle ne peut rompre entièrement avec les ambitions interprétatives qui sont traditionnellement celles des sciences sociales. En conséquence, il est faux de penser que l’expérimentation est destinée à remplacer la compréhension, et une mise en perspective historique nous aidera à voir pourquoi.

It has often been claimed that without drastic conceptual innovations a genuine explanation of quantum interference effects and quantum randomness is impossible. This book concerns Bohmian mechanics, a simple particle theory that is a counterexample to such claims. The gentle introduction and other contributions collected here show how the phenomena of non-relativistic quantum mechanics, from Heisenberg's uncertainty principle to non-commuting observables, emerge from the Bohmian motion of particles, the natural particle motion associated with Schrödinger's equation. This book will be of (...) value to all students and researchers in physics with an interest in the meaning of quantum theory as well as to philosophers of science. (shrink)

The need to decolonise the academy and academic writing requires that methodology for research be chosen carefully. The methodology of a study reflects the researcher's point of departure or worldview, as well as their belief system. The current coronavirus disease 2019 (COVID-19) pandemic has drastically influenced the functioning of higher education institutes, as well as how scholars plan and execute their research. This includes investigation into the global environmental crisis that is widely researched from various disciplines. These disciplines tend to (...) develop and favour different methodologies. The purpose of this presentation was to report on the inquiry into a suitable methodology to study social discourses about the environmental crisis. The methodologies investigated were an eco-linguistic approach to Critical Discourse Analysis, combined with eco-criticism, which was linked to the concept of an eco-sophy, using the framework of Dark Green Religion. The umbrella-concept of Dark Green Religion as a theoretical framework allows the comparison and incorporation of disparate methodologies as well as discourses. This framework also gives prominence to the role of religion in societal response to the environmental crisis. Due to the study being situated in an African context and striving to implement a decolonising discourse, some suggestions were made on decolonising research methodology in higher education. CONTRIBUTION: This article's contribution to new knowledge centred around situating current and new research in Africa in the context of the COVID-19 pandemic and deliberating on the impact for future studies. The conclusion was drawn that the COVID-19 pandemic can be a catalyst for re-interpreting research methodology from a decolonised perspective. (shrink)

Sara Kolmes has argued that the human ‘handlers’ of emotional support animals should have the sorts of body-like rights to those animals that people with prosthetics have to their prosthetics. In support of this conclusion, she argues that ESAs both function and feel like prosthetics, and that the disanalogies between ESAs and prosthetics are irrelevant to whether humans can have body-like rights to their ESAs. In response, we argue that Ms Kolmes has failed to show that ESAs are body-like in (...) the ways that paradigmatic prostheses are and that, even if they were, these similarities would be outweighed by a crucial dissimilarity that she underestimates. (shrink)