Digital Commons Network^™

Multi-Class Emotion Classification With Xgboost Model Using Wearable Eeg Headband Data, James Khamthung, Nibhrat Lohia, Seement Srivastava

SMU Data Science Review

Electroencephalography (EEG) or brainwave signals serve as a valuable source for discerning human activities, thoughts, and emotions. This study explores the efficacy of EXtreme Gradient Boosting (XGBoost) models in sentiment classification using EEG signals, specifically those captured by the MUSE EEG headband. The MUSE device, equipped with four EEG electrodes (TP9, AF7, AF8, TP10), offers a cost-effective alternative to traditional EEG setups, which often utilize over 60 channels in laboratory-grade settings. Leveraging a dataset from previous MUSE research (Bird, J. et al., 2019), emotional states (positive, neutral, and negative) were observed in a male and a female participant, each for …

Cognitive And Behavioral Variations Within The Collectivistic Cultural Sphere: Comparing Japanese And Koreans’ Self/Other Views And The Influence On Emotion Processing, Mariko Kikutani, Machiko Ikemoto, Eun-Joo Park, Keith Rogers

Online Readings in Psychology and Culture

Cross-cultural psychology research often incorporates a division of East and West, contrasting people in East-Asian collectivistic and Western individualistic cultures. However, the extent of such trait should differ within the individualistic or collectivistic group, and looking into behavioral variations occurring within the individual or collectivistic cultural sphere is also very important for the cross-cultural research. To contribute to this purpose, this article compares people from Japan and South Korea based on literature review to reveal how culture influence people’s views on themselves and others, as well as communication styles. Further, the article discusses how those views and communication styles form …

A Comparative Study Of Emotion In Indian And Western Philosophy, Prasasti Pandit, William Krieger

Comparative Philosophy

This paper aims to develop a comparative analysis of the place of emotion from Indian and Western philosophical perspectives. Both Eastern and Indian philosophy consider three mental states as being involved with the arousal of emotions, i.e., cognitive (epistemic), conative (desire), and affective. In Indian philosophy, there is no such single term or specific equivalent definition to the Western term ‘emotion.’ Further, there is no clear dichotomy (cognitive & non-cognitive) between reason and emotion in Indian culture. In Indian scriptures, there are various, at times intermingled conceptions of emotion. From a religious standpoint, emotion can be an expression of religious …

Awe: An Emotion For Accessing Wisdom, Juan Luis Fuentes

Revista Española de Pedagogía

No abstract provided.

Teaching Anne Finch In "Partisanship In Restoration And Eighteenth-Century Britain", Jennifer Wilson

ABO: Interactive Journal for Women in the Arts, 1640-1830

The works of Anne Finch, a writer doubly exiled as a female poet and Jacobite, stand out as eminently teachable examples of a compelling political outsider view that provokes us to consider how we can better attend to perspectives of principled opposition. Her poems in response to what has been called the "first modern revolution," together with her odes upon the deaths of King James II and Queen Mary Beatrice, showcase the subversive power of indirect articulation, expressing values through emotions and affects in veiled forms such as allegory and alternate history.

Social Movements, Deliberation, And Educational Governance. A Response To “Pragmatist Thinking For A Populist Moment”, Ellis Reid

Democracy and Education

In this response essay, the author provides an account of the role of social movements in a democracy as part of a larger argument about democratic school governance. Focusing on Black Lives Matter (BLM), the author contends that social movements like BLM support a vibrant and legitimate democracy because they constitute vital nodes in the ongoing, norm-governed conversation that constitutes democratic politics. To make this argument, the author defends an account of democratic deliberation that recognizes (1) the contribution of emotion to our capacity for reason and (2) the fact that deliberation extends beyond the confines of official democratic fora. …

Semiotisation Of Émotion In No Et Moi By Delphine De Vigan : Explicit - Implicit

Journal of the Faculty of Arts (JFA)

This research strives to semiotically analyse three basic emotions : anger, fear, sadness in No et moi by Delphine De Vigan. Indeed, in this nouvel, the emotionel meaning oscillantes between two modes : the explicit, which is clearly expressed and the implicit, which is indirectly expressed. For this reason, this oscillation between the explicit and the implicit is the objective of this work. Thus, on the one hand, we seek to elucidate the explicit vocabulaire of these three emotions within the framework of what we call the so - called or explicit emotion. On the other hand, we aim to …

An Interactional Account Of Empathy In Human-Machine Communication, Shauna Concannon, Ian Roberts, Marcus Tomalin

Human-Machine Communication

Efforts to develop empathetic agents, or systems capable of responding appropriately to emotional content, have increased as the deployment of such systems in socially complex scenarios becomes more commonplace. In the context of human-machine communication (HMC), the ability to create the perception of empathy is achieved in large part through linguistic behavior. However, studies of how language is used to display and respond to emotion in ways deemed empathetic are limited. This article aims to address this gap, demonstrating how an interactional linguistics informed methodological approach can be applied to the study of empathy in HMC. We present an analysis …

Journey, Movement, Affect And Rhythm: Migration Through North Indian Folk Songs, Sangeeta Gupta, Shambhavi Gupta

International Journal on Responsibility

This paper captures the lived experiences and affect associated with migration, through the folk songs of North India. While migration is usually studied as a larger demographic movement involving temporary or permanent displacement and departure, our project captures the pain and apprehension it entails. We have tried to retrieve the vital connection between gender and migration through an analysis of folk songs about the experiences of women. These songs passed down as a part of the oral tradition, articulate how a woman engages and interacts with migration – both due to her marriage and also when her husband leaves home …

Classification Of Arabic Social Media Texts Based On A Deep Learning Multi-Tasks Model, Ali A. Jalil, Ahmed H. Aliwy

Al-Bahir Journal for Engineering and Pure Sciences

The proliferation of social networking sites and their user base has led to an exponential increase in the amount of data generated on a daily basis. Textual content is one type of data that is commonly found on these platforms, and it has been shown to have a significant impact on decision-making processes at the individual, group, and national levels. One of the most important and largest part of this data are the texts that express human intentions, feelings and condition. Understanding these texts is one of the biggest challenges that facing data analysis. It is the backbone for understanding …

Plant Sentience: "Feeling" Or Biological Automatism?, Andrea Mastinu

Animal Sentience

Sentience refers to the ability of an organism to have subjective experiences such as sensations, emotions and awareness. Whereas some animals, including humans, are widely recognized as sentient, the question of whether plants are sentient is still debated among scientists, philosophers, and ethicists. Over the past 20 years, many scientists such as Trewavas, Baluška, Mancuso, Gagliano, and Calvo have reported interesting discussions about memory, behavior, communication, and intelligence in plants. However, the reported conclusions have not convinced the entire scientific community. In this commentary, I would like to focus on two critical aspects related to sentience: cognition and emotion

Emotional Depictions Of Dogs And Cats In Interactions With Humans In Picture Books, Juri Nakagawa, Naoko Koda

People and Animals: The International Journal of Research and Practice

This study quantitatively analyzed the depiction of dogs’ and cats’ emotions in picture books and discussed the effects on children’s recognition of real dog and cat emotions. The stories depicted many basic emotional depictions of interest, joy, and surprise in dogs and cats, whereas the humans in the stories showed more varied, complicated emotions. Interest was most often caused by familiar humans in dogs, and by objects in cats. Joy was most often caused by familiar humans in dogs and cats, which would lead child readers to recognize that dogs and cats are friendly toward humans. There were depictions of …

Emotion， Art， And Ritual-Music： A Re-Examination Of The Aesthetic Discourse Of Liang Shuming And Its Intellectual Connotations, Zhen Zhang

Theoretical Studies in Literature and Art

This article re-examines the intellectual connotations of Liang Shuming's aesthetic discourse from the three aspects of emotion， art， and ritual-music， and by referencing to German thought from Romanticism to philosophy of life. Ontologically， emotion and artovercome the inherent deficiencies of modern Western philosophy of rationalism， and grasp the reality of the cosmos as “life” in the unity of subject and object. Aesthetic discourse points to a moral-emotional approach to the meaning of and foundations for human life. It is historically represented as the practice of ritual-onscious sincerity， establishes the sincerity as the political subject that is autonomous， self-conscious and linked …

“Heaviness Of The Head” And The Unbearable Lightness Of Rejoicing, Erez Degolan

Journal of Textual Reasoning

This essay draws on affect theory to read a pair of rabbinic terms: koved rosh, literally “heaviness of the head,” and its antonym, qalut rosh, or “lightness of the head.” The affective dimensions of these terms have often been overlooked. This essay argues, however, that they denote, for the rabbis, bodily experiences that epitomize contrasting emotional states, namely, mourning (koved rosh) and rejoicing (qalut rosh). The essay concludes with potential implications of the new understanding of the terms for the study of rabbinic prayer.

Introduction, Deborah Barer, Mark Randall James

Journal of Textual Reasoning

No abstract provided.

Shame, Blindness, And The Face Of The Other: Emotions In And Out Of Rabbinic Legal Texts, Sarah Wolf

Journal of Textual Reasoning

This article sheds light on the social nature of shame in rabbinic law in its analysis of the Babylonian Talmud’s discussions of legally actionable shame (boshet) and the emphasis therein on visual experience in defining both shame and legal obligation. The article highlights a connection within rabbinic thought between sightedness and what it means to be fully aware of and responsible for others. By exploring these interactions between sight, obligation, and emotion, this article reveals that the rabbinic understanding of vision is at the core of their conception of both the affective and legal dimensions of shame.

Language, Science And Literature, Hitoshi Oshima

CLCWeb: Comparative Literature and Culture

The creativity of language Chomsky puts so much importance on must be questioned because the same creativity has produced lethal weapons such as atomic bombs. Modern science developed by the power of language has certainly produced many beneficial things, but we should not overlook its destructive side. Besides, language capable of inventing a new reality leads us to believe in it blindly. Let us remember philosophers such as Wittgenstein or Nagarjuna who warned us not to believe in the construct called “reality” made up by language power.Now, is it better and safer then to use a metaphorical language that composes …

You Write And Let Me Cry, George Karavolos

The Prairie Light Review

No abstract provided.

Indian Classical Music, Raaga As Music Therapy: Scope And Opportunities, Varun Malhotra, Samidha Vedabala, Sagar Khadanga, Anvesh Jallapally, Murlimanju Bv, Saikat Das, Amit Agrawal

Manipal Journal of Medical Sciences

The existing research on Indian classical music therapy faces several challenges that need attention for the field’s growth and credibility. Most studies rely on anecdotal evidence rather than rigorous scientific methodology, necessitating more controlled trials and longitudinal research. The rich diversity of ragas and talas in Indian classical music poses a challenge in standardizing their therapeutic application. Cultural sensitivity is crucial due to the deeply rooted nature of this therapy in Indian culture, and generalizing findings to diverse populations requires careful consideration. Music therapy is gaining recognition worldwide, with universities offering courses ranging from certificates to doctorates. Music therapy is …

Applicability Of Emotion To Intelligent Systems, Dionéia Motta Monte-Serrat, Carlo Cattani

Information Sciences Letters

We propose to investigate the connection between emotions and cognition in intelligent systems through the dynamic concept of language, which links context to logic in both human and machine language. For this, our approach is inspired on aspects of the information theory of Abraham Moles. We analyze emotions under the semantic dimension, linked to a subjective context, which gives rise or not to decisions. We demonstrate that intelligent systems can, on the one hand, work with previously categorized emotions (say in a frozen context); or, on the other hand, process information under a dynamic aspect. This is possible when considering …

Harnessing Your Feminist Rage: A Multimedia Assignment For Upper-Level Courses, Caitlin E. Lawson

Feminist Pedagogy

"Harnessing Your Feminist Rage" introduces a three-part multimedia assignment that encourages students to think critically about feminist anger, particularly as refracted through social media. First, students introduce and analyze a media text or phenomenon that made them angry and reflect upon that anger. Then, using whichever online medium they choose, students call out the offender and express their anger to the audience of their choice in order to meet a specific goal. Finally, students reflect on their expression of anger and their experience creating their response. Overall, the goal is for students to combine their knowledge of feminist theories and …

The Role Of Emotion In Constitutional Theory, J. Joel Alicea

Notre Dame Law Review

Although the role of emotion in law has become a major field of scholarship, there has been very little attention paid to the role of emotion in constitutional theory. This Article seeks to fill that gap by providing an integrated account of the role of emotion within the individual, how emotion affects constitutional culture, and how constitutional culture, properly understood, should affect our evaluation of major constitutional theories.

The Article begins by reconstructing one of the most important and influential accounts of emotion in the philosophical literature: that of Thomas Aquinas. Because Aquinas’s description of the nature of emotion accords …

Cog, Amanda Morgan

Children's Book and Media Review

Cog, short for cognitive development, is a smart robot. He knows how to follow a shopping list and make hot chocolate. He also feels a lot of things, like pain when he gets hit by a truck and sadness when he’s taken away from Gina. Gina was the person who cared for him, but now he has to live with other people who say that Gina was bad. Determined to be reunited with her, Cog plans an escape. He meets four other robots, Proto, Car, Trashbot, and ADA. Together they search for Gina and fight for their freewill. Cog experiences …

Gower's "Herte-Thoght": Thinking, Feeling, Healing, Eve Salisbury

Accessus

While much has been said about the ethical principles of Gower's poetry, less has been said about his understanding of the body, its principal organs, and its relation to the medical discourse of the time. This short paper, presented initially as part of the "Hope and Healing Symposium" sponsored by The Gower Project, approaches the poet's work from a more medically inflected point of view, one that suggests a stronger kinship between the material body and its use as a metaphor for the body politic. Gower appears to be situated within a continuing debate launched by Aristotle and taken up …

How Are The Physical Activity And Anxiety Levels Of The University Students Affected During The Coronavirus (Covid-19) Pandemic?, Zehra Güçhan Topcu, Beliz Belgen Kaygısız, Cisel Demiralp

Baltic Journal of Health and Physical Activity

Background: The Covid-19 pandemic has influenced all people’s lives. The aim of this study was to evaluate the level of physical activity and anxiety of university students during the pandemic, and then determine some associated factors with anxiety of these young adults. Material and methods: A web-based questionnaire was sent to the participants. International Physical Activity Questionnaire-Short Form (IPAQ-SF) and Beck Anxiety Inventory (BAI) were used to collect data about the levels of their physical activity and anxiety. Results: 247 participants (females = 151, males = 96) of the Faculty of Health Sciences whose mean ages were 21.46 ±2.1 years …

Ethics Of Interaction: Levinas And Enactivism On Affectivity, Responsibility, And Signification, Edward A. Lenzo

Middle Voices

In recent years, there have been a number of attempts to connect enactivism with the work of Emmanuel Levinas. This essay is such an attempt. Its major theme is the relationship between affectivity and ethics. My touchstones in enactivist thought are Giovanna Colombetti and Steve Torrances’ “Emotion and Ethics: an (inter-)enactive account” (2009) and the influential concept of participatory sense-making developed by Hanne De Jaegher and Ezequiel Di Paolo (2007). With respect to Levinas, I deploy major insights from Totality and Infinity and Otherwise than Being. I first show that enactivist thought (thus represented) and Levinas roughly agree on …

Jo Labanyi. Spanish Culture From Romanticism To The Present: Structures Of Feeling. Legenda, 2019., Wadda C. Rios-Font

Studies in 20th & 21st Century Literature

Review of Jo Labanyi. Spanish Culture from Romanticism to the Present: Structures of Feeling. Legenda, 2019. 349 pp.

Plea To Professors: A Passionate Approach To Controversy In The Classroom, Adrianna Meredith

Intuition: The BYU Undergraduate Journal of Psychology

Scholars have warned of a student-driven movement to turn campuses into comfort zones free from any material that may be seen as controversial (Lukianoff & Haidt, 2015). Despite this movement, the notion that professors ought to shelter their students as opposed to exposing them to challenging ideas is anti-intellectual and counterproductive to the development of critical thinking (American Association of University Professors, 2014). If the goal of education is indeed to foster critical thinking, it is crucial for professors to be willing to discuss controversial subjects (Schneider, 2013). Such openness in the classroom requires students to analyze the origin and …

Time To Stop Pretending We Don’T Know Other Animals Are Sentient Beings, Marc Bekoff

Animal Sentience

Rowan et al.’s target article is an outstanding review of some of the history of the science of sentience, but one would have liked to see a much stronger “call to action.” We don’t need any more data to know that many other animals are sentient beings whose lives must be protected from harm in a wide variety of contexts. It is not anti-science to want more action on behalf of other animals right now.

Emotional Component Of Pain Perception In The Medicinal Leech?, Brian D. Burrell

Animal Sentience

Crump et al. have provided a series of criteria to assess animal sentience that is focused on the perception of pain, which is known to have both sensory and emotional components. They also provide a qualitative scoring system to assess data that address the eight criteria and apply this paradigm to decapod crustaceans. The criteria laid out have the potential to be applied to other invertebrates typically thought to have sensory response to tissue damage, but no emotional component to pain perception.