The Explainability of Experience

The Explainability of Experience
Author: Ursula Renz
Publisher: Oxford University Press
Total Pages: 329
Release: 2018
Genre: Philosophy
ISBN: 0199350167

This book reconstructs Spinoza's theory of the human mind against the backdrop of the twofold notion that subjective experience is explainable and that its successful explanation is of ethical relevance, because it makes us wiser, freer, and happier. Doing so, the book defends a realist rationalist interpretation of Spinoza's approach which does not entail commitment to an ontological reduction of subjective experience to mere intelligibility. In contrast to a long-standing tradition of Hegelian reading of Spinoza's Ethics, it thus defends the notion that the experience of finite subjects is fully real.

Spinoza's Religion

Spinoza's Religion
Author: Clare Carlisle
Publisher: Princeton University Press
Total Pages: 288
Release: 2023-06-13
Genre: Philosophy
ISBN: 0691224196

A bold reevaluation of Spinoza that reveals his powerful, inclusive vision of religion for the modern age Spinoza is widely regarded as either a God-forsaking atheist or a God-intoxicated pantheist, but Clare Carlisle says that he was neither. In Spinoza’s Religion, she sets out a bold interpretation of Spinoza through a lucid new reading of his masterpiece, the Ethics. Putting the question of religion centre-stage but refusing to convert Spinozism to Christianity, Carlisle reveals that “being in God” unites Spinoza’s metaphysics and ethics. Spinoza’s Religion unfolds a powerful, inclusive philosophical vision for the modern age—one that is grounded in a profound questioning of how to live a joyful, fully human life. Like Spinoza himself, the Ethics doesn’t fit into any ready-made religious category. But Carlisle shows how it wrestles with the question of religion in strikingly original ways, responding both critically and constructively to the diverse, broadly Christian context in which Spinoza lived and worked. Philosophy itself, as Spinoza practiced it, became a spiritual endeavor that expressed his devotion to a truthful, virtuous way of life. Offering startling new insights into Spinoza’s famously enigmatic ideas about eternal life and the intellectual love of God, Carlisle uncovers a Spinozist religion that integrates self-knowledge, desire, practice, and embodied ethical life to reach toward our “highest happiness”—to rest in God. Seen through Carlisle’s eyes, the Ethics prompts us to rethink not only Spinoza but also religion itself.

Human

Human
Author: Karolina Hübner
Publisher: Oxford University Press
Total Pages: 465
Release: 2022
Genre: Philosophy
ISBN: 0190876379

This volume investigates what it means to be human. Is there something that makes us distinct from computers, other great apes, Martians, and gods? And what are the ethical and political consequences of how we answer this question? How have our views on this changed from the times of the ancient Greek and Chinese philosophers? What do contemporary evolutionary biologists and advocates of uploading human consciousness onto computers think about it? This volume collects new essays from leading scholars in philosophy, history, and other disciplines to explore these and numerous other questions.

Explainable AI and User Experience. Prototyping and Evaluating an UX-Optimized XAI Interface in Computer Vision

Explainable AI and User Experience. Prototyping and Evaluating an UX-Optimized XAI Interface in Computer Vision
Author: Georg Dedikov
Publisher: GRIN Verlag
Total Pages: 157
Release: 2023-05-16
Genre: Computers
ISBN: 3346873854

Master's Thesis from the year 2023 in the subject Computer Science - SEO, Search Engine Optimization, grade: 1,0, University of Regensburg (Professur für Wirtschaftsinformatik, insb. Internet Business & Digitale Soziale Medien), language: English, abstract: This thesis presents a toolkit of 17 user experience (UX) principles, which are categorized according to their relevance towards Explainable AI (XAI). The goal of Explainable AI has been widely associated in literature with dimensions of comprehensibility, usefulness, trust, and acceptance. Moreover, authors in academia postulate that research should rather focus on the development of holistic explanation interfaces instead of single visual explanations. Consequently, the focus of XAI research should be more on potential users and their needs, rather than purely technical aspects of XAI methods. Considering these three impediments, the author of this thesis derives the assumption to bring valuable insights from the research area of User Interface (UI) and User Experience design into XAI research. Basically, UX is concerned with the design and evaluation of pragmatic and hedonic aspects of a user’s interaction with a system in some context. These principles are taken into account in the subsequent prototyping of a custom XAI system called Brain Tumor Assistant (BTA). Here, a pre-trained EfficientNetB0 is used as a Convolutional Neural Network that can divide x-ray images of a human brain into four classes with an overall accuracy of 98%. To generate factual explanations, Local Interpretable Model-agnostic Explanations are subsequently applied as an XAI method. The following evaluation of the BTA is based on the so-called User Experience Questionnaire (UEQ) according to Laugwitz et al. (2008), whereby single items of the questionnaire are adapted to the specific context of XAI. Quantitative data from a study with 50 participants in each control and treatment group is used to present a standardized way of quantifying the dimensions of Usability and UX specifically for XAI systems. Furthermore, through an A/B test, evidence is presented that visual explanations have a significant (α=0.05) positive effect on the dimensions of attractiveness, usefulness, controllability, and trustworthiness. In summary, this thesis proves that explanations in computer vision not only have a significantly positive effect on trustworthiness, but also on other dimensions.

Skepsis and Antipolitics: The Alternative of Gustav Landauer

Skepsis and Antipolitics: The Alternative of Gustav Landauer
Author:
Publisher: BRILL
Total Pages: 421
Release: 2022-12-12
Genre: Philosophy
ISBN: 9004534571

One century after Gustav Landauer’s death, in a time marked by a deep doubt concerning modern politics, the volume proposes a fascinating overview of the articulation between skepsis and antipolitics in his multifaceted unconventional anarchism.

Spinoza and Relational Autonomy

Spinoza and Relational Autonomy
Author: Aurelia Armstrong
Publisher: Edinburgh University Press
Total Pages: 232
Release: 2019-05-14
Genre: Autonomy (Philosophy)
ISBN: 1474419704

This collection of 13 new essays shows what Baruch Spinoza can add to our understanding of the relational nature of autonomy. By offering a relational understanding of the nature of individuals centred on the role played by emotions, Spinoza offers not only historical roots for contemporary debates but also broadens the current discussion. At the same time, reading Spinoza as a theorist of relational autonomy underscores the consistency of his overall metaphysical, ethical and political project, which has been clouded by the standard rationalist interpretation of his works.

Spinoza's Ethics

Spinoza's Ethics
Author: Michael LeBuffe
Publisher: Oxford University Press
Total Pages: 313
Release: 2022-12-20
Genre: Ethics
ISBN: 019762930X

"This guide has an introduction and five chapters, one for each of the parts of Spinoza's Ethics. The Introduction includes background material necessary for productive study of the Ethics: advice for working with Spinoza's geometrical method, a biographical sketch of Spinoza, and accounts of important predecessors: Aristotle, Maimonides, and Descartes. The chapters that follow trace the Ethics in detail, including accounts of most of the elements in Spinoza's book and raising questions for further research. Chapter 1, "One Infinite Substance," covers central arguments of Spinoza's substance monism. Chapter 2, "The Idea of the Human Body," follows Spinoza's detailed metaphysics of ordinary objects, his theory of mind, and his epistemology. Chapter 3, "Desire, Joy, and Sadness," works from Spinoza's broad theory of finite activity in the striving to persevere in being to his detailed accounts of human action and passion. Chapter 4, "Bondage to Passion," emphasizes Spinoza's formal theory of value, his intellectualism in ethics, and particular claims about value that follow from these commitments. Chapter 5, "The Power of the Intellect," begins with Spinoza's criticism of Descartes's account of our ability to control passion and moves to Spinoza's own theory, which emphasizes reason, the eternal part of the mind, and human blessedness"--

A System Architecture Approach to the Brain

A System Architecture Approach to the Brain
Author: L. Andrew Coward
Publisher: Nova Publishers
Total Pages: 372
Release: 2005
Genre: Computers
ISBN: 9781594544330

This book is the integrated presentation of a large body of work on understanding the operation of biological brains as systems. The work has been carried out by the author over the last 22 years, and leads to a claim that it is relatively straightforward to understand how human cognition results from and is supported by physiological processes in the brain. This claim has roots in the technology for designing and manufacturing electronic systems which manage extremely complex telecommunications networks with high reliability, in real time and with no human intervention. Such systems perform very large numbers of interacting control features. Although there is little direct resemblance between such systems and biological brains, the ways in which these practical considerations force system architectures within some specific bounds leads to an understanding of how different but analogous practical considerations constrain the architectures of brains within different bounds called the Recommendation Architecture. These architectural bounds make it possible to relate cognitive phenomena to physiological processes.

Intelligent Computing

Intelligent Computing
Author: Kohei Arai
Publisher: Springer Nature
Total Pages: 1492
Release: 2023-10-02
Genre: Technology & Engineering
ISBN: 3031377176

This book is a collection of insightful and unique state-of the-art papers presented at the Computing Conference which took place in London on June 22–23, 2023. A total of 539 papers were received out of which 193 were selected for presenting after double-blind peer-review. The book covers a wide range of scientific topics including IoT, Artificial Intelligence, Computing, Data Science, Networking, Data security and Privacy, etc. The conference was successful in reaping the advantages of both online and offline modes. The goal of this conference is to give a platform to researchers with fundamental contributions and to be a premier venue for academic and industry practitioners to share new ideas and development experiences. We hope that readers find this book interesting and valuable. We also expect that the conference and its publications will be a trigger for further related research and technology improvements in this important subject.

Research Challenges in Information Science

Research Challenges in Information Science
Author: Fabiano Dalpiaz
Publisher: Springer Nature
Total Pages: 659
Release: 2020-06-24
Genre: Computers
ISBN: 303050316X

This book constitutes the proceedings of the 14th International Conference on Research Challenges in Information Sciences, RCIS 2020, held in Limassol, Cyprus, during September 23-25, 2020. The conference was originally scheduled for May 2020, but the organizing committee was forced to postpone the conference due to the outbreak of the COVID-19 pandemic. The scope of RCIS 2020 is summarized by the thematic areas of information systems and their engineering; user-oriented approaches; data and information management; business process management; domain-specific information systems engineering; data science; information infrastructures, and reflective research and practice. The 26 full papers and 3 work in progress papers presented in this volume were carefully reviewed and selected from 106 submissions. They were organized in topical sections named: Data Analytics and Business Intelligence; Digital Enterprise and Technologies; Human Factors in Information Systems; Information Systems Development and Testing; Machine Learning and Text Processing; and Security and Privacy. The volume also contains 12 poster and demo-papers, and 4 Doctoral Consortium papers.