In this article I analyze the academic reception of Jonathan Haidt’s seminal article _The emotional dog and its rational tail: A social intuitionist approach to moral judgment_. My thesis is that in the spheres of philosophy and psychology, this article was initially studied within the neurocentric paradigm, which dominated the field of scientific reflection in the fifteen years following its publication. This neurocentric reading established a specific interpretation of the text with several limitations. However, more recently a digital (...) paradigm has emerged and come to prevail in academia, providing a new perspective from which to return to Haidt’s text. Indeed, this approach makes it possible to unravel elements of the famous article that in the neurocentric paradigm went unnoticed by researchers. Moreover, the digital paradigm manages to better integrate Haidt’s seminal article into his later work as a whole. (shrink)

In this article I analyze the academic reception of Jonathan Haidt’s seminal article _The emotional dog and its rational tail: A social intuitionist approach to moral judgment_. My thesis is that in the spheres of philosophy and psychology, this article was initially studied within the neurocentric paradigm, which dominated the field of scientific reflection in the fifteen years following its publication. This neurocentric reading established a specific interpretation of the text with several limitations. However, more recently a digital (...) paradigm has emerged and come to prevail in academia, providing a new perspective from which to return to Haidt’s text. Indeed, this approach makes it possible to unravel elements of the famous article that in the neurocentric paradigm went unnoticed by researchers. Moreover, the digital paradigm manages to better integrate Haidt’s seminal article into his later work as a whole. (shrink)

This paper looks at how digital humanities can modify our more traditional understanding and conceptualisation of literary characters. Through the analysis of cast lists from more than 880 French plays from 1630 to 1810, and the “close reading” of some sample texts, it proposes a classification of units of characterisation that can be identified in plays. In the last part, the paper sketches a protocol for the encoding of these characters in a TEI conformant way, and discusses the advantages (...) and the drawbacks of such an endeavour. (shrink)

The article recounts that against the background of globalization processes that swept the world in the late twentieth century and left an indelible mark on the further progress of mankind there was a need to adapt the educational and social systems of Ukraine to functioning in the new conditions of crucial transformations caused by the dynamic changes triggered by universal digitalization, which now penetrates all branches and spheres of public life. It has been noted that the educational sphere is in (...) a state of permanent change, trying to adapt to the new environment in order to ensure a decent level of training specialists of the relevant educational and qualification level capable of adapting to rapidly changing conditions, taking into account the competence acquired in the process of training. As a result, it is shown that in today’s globalized world, the need to master digital competence at an appropriate qualification level comes to the fore, taking into consideration the factors of stair stepping and succession, in response to requirements and challenges of today’s world, which even in a short period of time are able to significantly influence any sphere, transforming its further functioning. The content analysis of regulatory documents enabled to identify the main problematic aspects of the educational industry in the context of ensuring the compliance of the process of standardization of education at the relevant qualification levels, which is characterized by certain fragmentarity and inconsistency and requires further weighted and step-by-step transformative phases in the educational system of Ukraine ensuring its correlation with the European educational standards and guaranteeing its quality. (shrink)

It is clear that the visual representations of the so-called digital aesthetics are linked to social processes and institutional functions intrinsically, and they bring with them the following paradox antagonistically but not contradictorily. On the one hand, they oppose the coercion of the historical-social-cultural system, because they try to deal with the transformation of the reality in a critical way. On the other hand, they meet the growing of the world net of computers, which are becoming more and more (...) invisible and captivating and are diluting the bond between culture and communication and the technological dimension in a subliminal way a lot of times. The aim of this article is to examine historically and culturally the emergence of so-called digital aesthetics. The article will also identify which mutations are related to this kind of aesthetics. It will not only examine the representation models that sustain the modern and the high-tech aesthetics but also the relations of power and knowledge that operate directly over the receiver in these two moments. (shrink)

The paper argues that digital ontology (the ultimate nature of reality is digital, and the universe is a computational system equivalent to a Turing Machine) should be carefully distinguished from informational ontology (the ultimate nature of reality is structural), in order to abandon the former and retain only the latter as a promising line of research. Digital vs. analogue is a Boolean dichotomy typical of our computational paradigm, but digital and analogue are only “modes of (...) presentation” of Being (to paraphrase Kant), that is, ways in which reality is experienced or conceptualised by an epistemic agent at a given level of abstraction. A preferable alternative is provided by an informational approach to structural realism, according to which knowledge of the world is knowledge of its structures. The most reasonable ontological commitment turns out to be in favour of an interpretation of reality as the totality of structures dynamically interacting with each other. The paper is the first part (the pars destruens) of a two-part piece of research. The pars construens, entitled “A Defence of Informational Structural Realism”, is developed in a separate article, also published in this journal. (shrink)

In this article I discuss the nature and sense of legal reasoning as reasonableness, i.e. as judgement and equilibrium between normativity and factuality, and as constant approximation between these two dimensions. By phrasing the intertwinement between legal hermeneutics and the nature and function of writing, the structure of the article is constructed so that the focus is on the changes currently occurring with the so-called ‘digital revolution’: in imagining a juridical system administrated through data analysis and algorithms, some contradictions (...) emerge, especially concerning the nature, sense and task of legal hermeneutics. The current shift of paradigm should be first of all addressed starting from the grammatological nature of the revolution at stake. Only from this perspective can the shift be entirely grasped and, at the same time, only from this perspective can the methodological conundrum be deconstructed. (shrink)

Though numerous disciplines are cultivating pedagogical relationships with the emerging field of digital humanities, philosophy appears to be among the least interested in what digital humanities has to offer. This is a missed opportunity. Through a proper pedagogical framing of both fields, I argue that philosophy educators would benefit from building a pedagogical relationship with digital humanities. First, I outline digital humanities methods and teaching practices, then I identify several core educational aims and teaching methods in (...) philosophy, which I conceptualize in terms of a creative art. Ultimately, I argue that digital humanities practices would enhance philosophy’s education aims by making philosophy more relevant and accessible to students’ needs, by fostering active learning, by establishing more equitable, collaborative participation, and by balancing skill-development with philosophical creation. The goal of this essay is not to replace traditional philosophy pedagogy, but rather to supplement it to better support modern students’ needs. (shrink)

This article draws on Bernard Stiegler’s insights and articulates them alongside other contemporary reflections in order to understand the psychic, social, and political issues raised by our contemporary digital hypomnesic milieu. I will explore the theoretical presuppositions underlying the functioning of digital devices to try to show that this computationalist technoscientific paradigm is based on problematic epistemological foundations, which an organological approach implicitly deconstructs. I will thereafter attempt to develop a pharmacological analysis of “generative artificial intelligence,” showing (...) that its massive proliferation risks a new kind of “symbolic misery,” a “proletarianization” of expression and a generalization of social “disbelief.” Finally, I will try to show that the project of a “hermeneutic web” suggested by Stiegler needs to be revived and transformed in this new organological context: I will suggest some proposals to fight against attention economy and expression economy and to put computational automata in the service of collective intelligence. (shrink)

There are currently considerable confusion and disarray about just how we should view computationalism, connectionism and dynamicism as explanatory frameworks in cognitive science. A key source of this ongoing conflict among the central paradigms in cognitive science is an equivocation on the notion of computation simpliciter. ‘Computation’ is construed differently by computationalism, connectionism, dynamicism and computational neuroscience. I claim that these central paradigms, properly understood, can contribute to an integrated cognitive science. Yet, before this claim can be defended, a better (...) understanding of ‘computation’ is required. ‘Digital computation’ is an ambiguous concept. It is not just the classical dichotomy between analogue and digital computation that is the basis for the equivocation on ‘computation’ simpliciter in cognitive science, but also the diversity of extant accounts of digital computation. There are many answers on what it takes for a system to perform digital computation. Answers to this problem range from Turing machine computation, through the formal manipulation of symbols, the execution of algorithms and others, to the strong-pancomputational thesis, according to which every physical system computes every Turing-computable function. Despite some overlap among them, extant accounts of concrete digital computation are non-equivalent, thus, rendering ‘digital computation’ ambiguous. The objective of this dissertation is twofold. First, it is to promote a clearer understanding of concrete digital computation. Accordingly, my main thesis is that not only are extant accounts of concrete digital computation non-equivalent, but most of them are inadequate. I show that these accounts are not just intensionally different (this is quite trivially the case), but also extensionally distinct. In the course of examining several key accounts of concrete digital computation, I propose the instructional information processing account, according to which digital computation is the processing of discrete data in accordance with finite instructional information. The second objective is to establish the foundational role of computation in cognitive science whilst rejecting the purported representational nature of computation. (shrink)

The so‐called “empirical turn” in bioethics gave rise to extensive theoretical and methodological debates and has significantly shaped the research landscape from two decades ago until the present day. Attentive observers of the evolution of the bioethical research field now notice a new trend towards the inclusion of data science methods for the treatment of ethical research questions. This new research domain of “digital bioethics” encompasses both studies replacing (or complementing) socio‐empirical research on bioethical topics (“empirical digital bioethics”) (...) and argumentative approaches towards normative questions in the healthcare domain (“argumentative digital bioethics”). This article draws on insights taken from the debate on the “empirical turn” for sounding out perspectives for the newly developing field of “digital bioethics.” We particularly discuss the disciplinary boundaries, chances and challenges, and potentially undesirable developments of the research field. The article closes with concrete suggestions on which debates need to be initiated and which measures need to be taken so that the path forward of “digital bioethics” will be a scientific success. (shrink)

The concept of “Bio-Digital Architecture” is not new and it is within an area of great speculation and few well-demarcated definitions. A key factor in the definition and practice of technology is the difference between its production and use. If we assume that forms of use are also technical, this distinction is intrinsic to countries based on economies without added value and their histories focused on reverting this situation. This article proposes the revision of a paradigm shift in (...) South America that combined the sustainable “Bio Architecture” background from the developmental state with a different economic model era. Through a historical review of the sociology of symbolic production, and the development of devices and interfaces, mechanisms are proposed to recognize paradigm shifts, in a context where technological utopias are associated with the materialization of new social utopias of developing. Focused on specific cases, this research explains the culmination of the principles of “Second-order cybernetics”, in the epistemological formulation of “Autopiesis”, and the early visualization of these principles through digital media in the experience of “Protobio”. Finally, this work concludes with the description of the concrete application of these principles, not in an illustrative way, but in the design of the electronic information architecture of the operating system, continuing with the challenge of translating the logic of the immune system into an economic, political and social context completely different from its predecessors, with “Virus Detection”—VirDet—and “Oyster 2.0”. (shrink)

The purpose of the article is distinguishing between "internal" and "external" public human through comprehending the phenomenon of Self in its virtual-digital essence as a popular demonstrative-project space "BETWEEN" aggression and harmony. Theoretical basis of the work is based on the study of the phenomenon of modern human aggression in the virtual-digital space and the "project space" of the living environment through understanding the nature of the human "I". The penetration limits of the Self of the public human (...) into the "project space" are comprehended and the nature of the self-realization and self-search models of human through the "transcendent ego" is revealed. Originality is demonstrated through comprehending the Self phenomenon of the public human, which forms new anthropological research direction and represents a conceptual paradigm of relationship of "human I – publicity – human We – the living space of the Other". Conclusions. The Self of the public human as the space "BETWEEN" does not completely "dissolve" in a separate ontological basis, but is the basis for the formation of his/her "I", while only participation in the existence of others reveals the meaning of his/her own existence. Such interaction requires significant human efforts – skills and competencies of public communication, which are able to create a successful self-identification of a public human without aggression and conflict. (shrink)

In this reply to my reviewers, I touch upon Husserl’s notion of fantasy. Whereas Kant positions fantasy outside the scope of his own work, Husserl brings it back. The importance of this notion lies in freeing imagination from the tight link to images, as for Husserl imagination is an activity that functions as a “quasi perception.” Ihde and Stiegler enrich Husserl’s analysis of imagination with various aspects of technology: Ihde shows how changes in the technologies that mediate our imagination will (...) necessarily change our imagination; Stiegler broadens Husserl’s analysis of retention. The two theories can be combined into a new understanding of subjectivity that is modeled as layers. Some layers can be performed by AI. The second part deals with the question of whether AI can be imaginative. Traditionally, imaginative creativity is associated with art. Bioart and AI art are brought as examples of a new definition of art, according to which art is the arrangement of materials in a way that produces a meaning. This definition does not refer specifically to creativity. In both forms of art, the biological/artificial and the human cooperate so that the former arranges the materials and the latter produces the meaning, albeit this division of labor is not clear-cut. The result is a co-shaping process. My conclusion is that algorithms can be considered creative by human standards, but this entails a new mode of imagination that is co-shaped and co-shared by humans and algorithms. The layer paradigm explains how such co-shaping works in practice. (shrink)

The concept of ‘digital phenotyping’ was originally developed by researchers in the mental health field, but it has travelled to other disciplines and areas. This commentary draws upon our experiences of working in two scientific projects that are based at the University of Oxford’s Big Data Institute – The RADAR-AD project and The Minerva Initiative – which are developing algorithmic phenotyping technologies. We describe and analyse the concepts of digital biomarkers and computational phenotyping that underlie these projects, explain (...) how they are linked to other research in digital phenotyping and compare and contrast some of their epistemological and ethical implications. In particular, we argue that the phenotyping paradigm in both projects is grounded on an assumption of ‘objectivity’ that is articulated in different ways depending on the role that is given to the computational/digital tools. Using the concept of ‘affordance’, we show how specific functionalities relate to potential uses and social implications of these technologies and argue that it is important to distinguish among them as the concept of digital phenotyping is increasingly being used with a variety of meanings. (shrink)

What is a “historical” video game, let alone a successful one? It is difficult to answer this question because all our definitions of history have been constructed in a linear-narrative cultural context that is currently being challenged and in large part displaced by digital media, especially video games. I therefore consider this question from the point of view of historical semantics and in relation to the impact of digital technology on all aspects of the historiographical operation, from the (...) establishment of digital archives, to the production of e-texts, to the digital remediation of visual modes of historical representation. Seen from this dual perspective, video games appear to participate in a process of spatialization and virtualization of historical semantics. In the first place, video games have begun to detach the notion of history from its double reference to the past and to the real—“what essentially happened”—that it had acquired at the end of the eighteenth century. Second, they also challenge the semiotic production of “historic events” that has characterized the construction of modern historical consciousness. Historical video games, in other words, replace representation with simulation and presence with virtuality, thereby marginalizing the oscillation of the modern historical imagination between historical facts and historic events, transcendence and immanence, representation and presence. Although digital reworkings of historical semantics have not produced any grammatical transformation of the signifier, history—nor does this essay propose one—I do argue that the impact of video games on our contemporary historic culture is of paradigmatic proportions similar to those described by Reinhart Koselleck for the dawn of the modern age. Focusing on one of the most successful contemporary video games, Sid Meier’s Civilization, I show how the remediation of cinematic genres by video games is pushing the processes of de-temporalization and de-referentialization of history toward the formation of a new notion of the historical that may be conceptualized as the inversion of the classic Aristotelian paradigm: history has replaced poetry and philosophy as the realm of the possible. (shrink)

Industry 4.0 has changed the paradigm in the business practice and business model, and digital technology has brought radical transformations to enterprises. To support this transformation, digital leaders are required to help enterprises transform and lead them to a more promising future. Based on job demands-resources model and person-organization fit theory, this study examines the relationship between digital leadership and employee creativity. Based on a sample of 357 employees from various Chinese companies, this study used SPSS (...) 22.0 and MPLUS 7.0 to examine the hypotheses. The findings indicate the following digital leadership has a positive effect on employee creativity. employee job crafting mediate the relationship between digital leadership and employee creativity. person-organization fit positively moderates the relationship between digital leadership and employee job crafting. person-organization fit positively moderates the indirect effect of digital leadership on employee creativity via employee job crafting. The findings reveal the effect mechanism of digital leaders on employee creativity and enrich the literature on antecedents of employee creativity. Practical implications and future research are also discussed. (shrink)

The article considers the possibility of using digital scientific art as a tool for philosophical and aesthetic cognition. On the example of games of cellular automata and from the point of view of the paradigm of synergetics, a large-scale analogy of the dynamics of multi-element distributed systems of various natures is revealed. The question is raised about the nature of beauty, which is interpreted as a fundamental cosmic phenomenon. The concept of protoconstruct is viewed as a mental object, (...) the properties of which are transferred to the objects and phenomena under study. As an example of digital protoconstructs, the article discusses the so-called cellular symmetroids. Cellular symmetroids can be considered from the point of view of scientific art as art objects. At the same time, they represent a deep ontological metaphor. A unique property of cellular symmetroids is spontaneous destruction and transition to quasi-chaotic dynamics. This feature can be linked to the idea of historical time, which is very unusual for mathematical objects. Mathematical structures that arise as a result of calculations according to this model are completely unique and inimitable, like the internal states of the soul or psyche of a thinking subject. At the same time, they are to the same extent determined by the previous state. Integrity, internal unity are inherent not only in symmetric structures but also in the chaos that is born after them, which, in contrast to stereotypical statistical intuitive ideas, is deterministic. However, such an abstract digital art, based on the unconventional mathematics of dynamic chaos, is an accurate ontological metaphor, a visualization of the eidos of the beauty in their relationship with the cosmic logos and the nature of the original creative chaos. (shrink)

Digital Rights Management (DRM) covers the description, identification, trading, protection, monitoring and tracking of all forms of rights over both tangible and intangible assets. The Digital Object Identifier (DOI) system provides a framework for the persistent identification of entities involved in this domain. Although the system has been very well designed to manage object identifiers, some important questions relating to the creation and assignment of identifiers are left open. The paradigm of a Referent Tracking System (RTS) recently (...) advanced in the healthcare and life sciences environment is able to fill these gaps. This is demonstrated by pointing out inconsistencies in the existing DOI models and by showing how they can be corrected using an RTS. (shrink)

Le numérique bouleverse les savoirs, et depuis quelques années a émergé le concept de digital humanities (humanités numériques), paradigme à travers lequel les sciences de l’homme et de la société prennent acte de ce devenir. Cet ouvrage, qui s’inscrit évidemment dans cette dynamique, pose cependant en principe que les digital humanities ne sont qu’une dimension de ce qu’il faut appréhender plus largement comme les digital studies, lesquelles concernent toutes les formes de savoirs, théoriques aussi bien que pratiques. (...) Il soutient autrement dit que le numérique constitue une mutation globale des savoirs sous toutes leurs formes (scientifiques, artistiques, politiques, sociaux au sens le plus large, pratiques dans tous les domaines) qui pose des questions épistémologiques fondamentales et radicalement nouvelles. Le contexte géopolitique de cette réflexion — qui a donné lieu à la constitution d’un réseau international par l’Institut de recherche et d’innovation (cf. digital-studies.org) — est l’émergence d’une industrie planétaire des savoirs pour laquelle l’Amérique du Nord tente de constituer ce que l’on appelle désormais un smart power. (shrink)

The author considers the Digital Humanities as a tendency towards a constructive synthesis of computer technology and humanitarian science in the context of their claim to make a paradigm shift in the humanities. As part of this review, the author raises a question about the role of interactive multimedia tools in the humanities, and tried to evaluate the novelty and content that scientific and educational projects receive with their help. The author develops and justifies the principle of systematization (...) of Digital Humanities projects, based on the priority of distinguishing projects by the nature of the relationship between their humanitarian and computer (technological) components. Considering both the actual digital projects and the academic publications devoted to them in the context of their systematization, the author observes that many projects are largely experimental in nature due to the use of ever new multimedia tools, so it is premature to talk about a meaningful transformation of humanitarian science. Focusing on the issue of a successful synthesis of digital technologies and the humanities, the author notes that new technological tools (multimedia, AI or neural networks, etc) allow raising new questions, updating additional objects of research and creating new methods. However, new tools do not always set the completeness of the new content, only supplementing it, and the acquired interactivity does not always directly work for scientific character. In this case, we face with the reverse situation, when the claims of technologically determined disciplines to be scientific are intertwined with the claims of disciplinary science to manufacturability. As a result, the author concludes that the direction of Digital Humanities is significantly influenced by technoscience with its dissolution of the boundaries between fundamental and applied research and the desire for new technologies that transform the processes under study, which makes McLuhan’s concept especially relevant. (shrink)

The communicative affordances of the participatory web have opened up new and multifarious channels for the proliferation of hate. In particular, women navigating the cybersphere seem to be the target of a disproportionate amount of hostility. This paper explores the contexts, approaches and conceptual synergies around research on online misogyny within the new communicative paradigm of social media communication. The paper builds on the core principle that online misogyny is demonstrably and inherently a discourse; therefore, the field is envisaged (...) at the intersection of digital media scholarship, discourse theorization and critical feminist explications. As an ever-burgeoning phenomenon, online hate has been approached from a range of disciplinary perspectives but has only been partially mapped at the interface of meaning making contents/processes and new mediation technologies. The paper aims to advance the state of the art by investigating online hate in general, and misogyny in particular, from the vantage point of Social Media Critical Discourse Studies ; an emerging model of theorization and operationalization of research combining tenets from Critical Discourse Studies with scholarship in digital media and technology research. Our SM-CDS approach to online misogyny demarcates itself from insinuation whereby the phenomenon is reduced to digital communicative affordances per se and argues in favor of a double critical contextualization of research findings at both digital participatory as well as social and cultural levels. (shrink)

Since Freud and his co-author Breuer spoke of dissociation in 1895, a scientific paradigm was painstakingly established in the field of unconscious cognition. This is the dissociation paradigm. However, recent critical analysis of the many and various reported dissociations reveals their blurred, or unveridical, character. Moreover, we remain ignorant with respect to the ways cognitive phenomena transition from consciousness to an unconscious mode. This hinders us from filling in the puzzle of the unified mind. We conclude that we (...) have reached a Kuhnian crisis in the field of unconscious cognition, and we predict that new models, incorporating partly the relevant findings of the dissociation paradigm—but also of dynamic psychology—, will soon be established. We further predict that some of these models will be largely based on the pairs representation–process and analog–digital. (shrink)

From analog to digital news -- A new paradigm for news -- Legacy news organizations move from analog to digital -- Intellectual property and information sharing -- Citizen responsibility in the digital era -- Thinking through ethical issues in digital journalism -- DOIT, a process for normative analysis -- Issues in convergent journalism -- Privacy and disclosure -- Deception in sourcing and presentation -- Media corruption -- Using the virtual world to create a better physical (...) world -- Beyond ethics: communicating wisely -- Digital diversity and democracy. (shrink)

BackgroundPsychotherapy interventions increasingly utilize digital technologies to improve access to therapy and its acceptability. Opportunities that digital technology potentially creates for art therapy reach beyond increased access to include new possibilities of adaptation and extension of therapy tool box. Given growing interest in practice and research in this area, it is important to investigate how art therapists engage with digital technology or how practice might be safely adapted to include new potential modes of delivery and new arts (...) media.MethodsAn integrative review of peer-reviewed literature on the use of digital technology in art therapy was conducted. The methodology used is particularly well suited for early stage exploratory inquiries, allowing for close examination of papers from a variety of methodological paradigms. Only studies that presented empirical outcomes were included in the formal analysis.FindingsOver 400 records were screened and 12 studies were included in the synthesis, pertaining to both the use of digital technology for remote delivery and as a medium for art making. Included studies, adopting predominantly qualitative and mixed methods, are grouped according to their focus on: art therapists’ views and experiences, online/distance art therapy, and the use of digital arts media. Recurring themes are discussed, including potential benefits and risks of incorporating digital technology in sessions with clients, concerns relating to ethics, resistance toward digital arts media, technological limitations and implications for therapeutic relationship and therapy process. Propositions for best practice and technological innovations that could make some of the challenges redundant are also reviewed. Future directions in research are indicated and cautious openness is recommended in both research and practice.ConclusionThe review documents growing research illustrating increased use of digital technology by art therapists for both online delivery and digital art making. Potentially immense opportunities that technology brings for art therapy should be considered alongside limitations and challenges of clinical, pragmatic and ethical nature. The review aims to invite conversations and further research to explore ways in which technology could increase relevance and reach of art therapy without compromising clients’ safety and key principles of the profession. (shrink)

Taking its cue from Michel Foucault’s analyses of the pastoral ‘conduct of conduct’, this paper considers social media as a specific dispositif that derives its mode of operation from the religious techniques of individualization. It argues that today’s preoccupation with digital performances, far from exorcizing the pastoral logic, in fact manifests its secular intensification. By examining social media practices through the lens of the sacramental paradigm of confession, the article shows how the digitalization of the pastoral directive culminates (...) in the production of spectral subjects. These spectral subjects, it contends, function as the conduits of the dominant power, guaranteeing the persistence of capitalism by embodying the imperative to complete economization. (shrink)

Courts, Litigants, and the Digital Age examines the ramifications of technology for courts, judges, and the administration of justice. It sets out the issues raised by technology, and, particularly, the Internet, so that conventional paradigms can be updated in the judicial context. In particular, the book dwells on issues such as proper judicial use of Internet sources, judicial ethics and social networking, electronic court records and anonymization techniques, control of the courtroom and jurors' use of new technologies, as well (...) as the Internet's impact on judicial appointments and the diversity of the judiciary. The second edition includes discussion of current issues in this rapidly developing area, such as privacy protection, the "right to be forgotten," cyber intimidation, freedom of digital speech, and litigant anonymity. Through examination of relevant practical, legal, and ethical issues, it endeavours to extract lessons from the developing issues surveyed and proposes forward-thinking approaches based on proportionality principles. (shrink)

Taking the regime established by the Convention on Biological Diversity as a foundation, the purpose of this article is twofold. First, it examines how the international biodiversity regime integrates the private property paradigm into its toolbox for conservation and sustainability and then critically evaluates the shortcomings of the intellectual property mechanism. Second, it argues that the increasing ubiquity of open access emerging technologies should lead the international community to carefully assess the benefits for conservation research of reverting to a (...) framework that places biodiversity within the global commons. The impasse between global commons advocates and the intellectual property status quo obscures the underlying problematic of the “commodity fiction” of biodiversity and increasing use of digital sequence information likely exacerbates power asymmetries. One remedy explored here is an alternative to these two approaches that dislodges rather than discards the concept of private property. Drawing inspiration from Polanyi and building on May (2010), the article shows how a hybrid approach bridging a public and private conception of genetic resources and traditional knowledge could more effectively and equitably distribute benefits to countries and communities providing resources of value to industry. (shrink)

Currently, one of the most important components of scientific activity is the writing and subsequent defense of a candidate's / doctoral dissertation. It is revealed that, despite the rapid digitalization of the educational process in the scientific paradigm of the whole world, including Russia, there is no single digital assessment of the dissertation. The current system of evaluation of a dissertation based on the one-dimensional designation "yes" or "no" does not allow to objectively and impartially determine the scientific (...) value of the dissertation. The author proposed a methodology for evaluating dissertations on a one-hundred-point scale, where the researcher with the highest score on the defense of the dissertation would be provided with financial support from the state to continue promising scientific research, while at the same time being an advantage in the competition for his election to the Russian Academy of Sciences. The author is critical of the conditions of the state and prospects of the development of science in Russia, considering it unfair to neglect the system of evaluation in the defense of dissertations, which leads to a constant outflow of young researchers abroad. In the perspective of applying the digital assessment of the dissertation, the support of talented scientists in obtaining high scores in the defense of the dissertation at the local, regional and federal levels is considered. (shrink)

This article introduces Transition 2.0, a paradigm shift designed to study and support students with disabilities' transition to higher education. Transition 2.0 is the result of a qualitative study about how a group of young people with vision impairments used digital technologies for their transition to university. The findings draw from observations, a researcher diary, focus groups, individual interviews, and data from social media. The article discusses a conventional view of transition, referred to here as Transition 1.0, which (...) has dominated disability-related research and service provision in higher education. It counters this view by further developing the conceptual framework for Transition 2.0. The findings expand current conceptual approaches to transition by incorporating in the analysis the role played by digital tools such as social media and mobile devices. They also provide a new lens through which to study and understand student engagement in higher education. (shrink)

The EDPS Ethics Advisory Group (EAG) has carried out its work against the backdrop of two significant social-political moments: a growing interest in ethical issues, both in the public and in the private spheres and the imminent entry into force of the General Data Protection Regulation (GDPR) in May 2018. For some, this may nourish a perception that the work of the EAG represents a challenge to data protection professionals, particularly to lawyers in the field, as well as to companies (...) struggling to adapt their processes and routines to the requirements of the GDPR. What is the purpose of a report on digital ethics, if the GDPR already provides all regulatory requirements to protect European citizens with regard to the processing of their personal data? Does the existence of this EAG mean that a new normative ethics of data protection will be expected to fill regulatory gaps in data protection law with more flexible, and thus less easily enforceable ethical rules? Does the work of the EAG signal a weakening of the foundation of legal doctrine, such as the rule of law, the theory of justice, or the fundamental values supporting human rights, and a strengthening of a more cultural approach to data protection? Not at all. The reflections of the EAG contained in this report are not intended as the continuation of policy by other means. It neither supersedes nor supplements the law or the work of legal practitioners. Its aims and means are different. On the one hand, the report seeks to map and analyse current and future paradigm shifts which are characterised by a general shift from analogue experience of human life to a digital one. On the other hand, and in light of this shift, it seeks to re-evaluate our understanding of the fundamental values most crucial to the well-being of people, those taken for granted in a data-driven society and those most at risk. The objective of this report is thus not to generate definitive answers, nor to articulate new norms for present and future digital societies but to identify and describe the most crucial questions for the urgent conversation to come. This requires a conversation between legislators and data protection experts, but also society at large - because the issues identified in this report concern us all, not only as citizens but also as individuals. They concern us in our daily lives, whether at home or at work and there isn’t a place we could travel to where they would cease to concern us as members of the human species. (shrink)

Global lockdowns during the COVID-19 pandemic have offered many people first-hand experience of how their daily online activities threaten their digital well-being. This article begins by critically evaluating the current approaches to digital well-being offered by ethicists of technology, NGOs, and social media corporations. My aim is to explain why digital well-being needs to be reimagined within a new conceptual paradigm. After this, I lay the foundations for such an alternative approach, one that shows how current (...) digital well-being initiatives can be designed in more insightful ways. This new conceptual framework aims to transform how philosophers of technology think about this topic, as well as offering social media corporations practical ways to design their technologies in ways that will improve the digital well-being of users. (shrink)

The article investigates the mathematical and philosophical backdrop of the digital ocean as contemporary model, moving from the digitalized ocean of Georg Cantor’s set theory to that of Alan Turing’s computation theory. It examines in Cantor what is arguably the most rigorous historical attempt to think the structural essence of the continuum, in order to clarify what disappears from the computational paradigm once Turing begins to advocate for the structural irrelevance of this ancient ground.

The purpose of this essay is to provide an interpretive and evaluative introduction to Franco ‘Bifo’ Berardi’s critical media theory and to situate it with a view to understanding but also thinking beyond the limitations of an aesthetic practice rooted almost exclusively in conscious, language-based thought. It begins by examining the way in which Berardi conceptualizes the techno-social paradigm emerging in the passage from late industrial society to semiocapitalism (a form of capitalism based on immaterial labour and the explosion (...) of the infosphere), connecting this to the ecological-aesthetic concerns of Félix Guattari. It concludes by questioning the prospects of poetry to forge lines of escape from the determinism of techno-linguistic governance, suggesting, by way of N. Katherine Hayles and Donna Haraway, that extra-linguistic, nonconscious resources may provide a broader and more viable theoretical palette for conceiving of indeterminability beyond, behind, and in the interstices of a complex digital ecology. (shrink)

Although databases have been well-defined and thoroughly discussed in the computer science literature, the actual users of databases often have varying definitions and expectations of this essential computational infrastructure. Systems administrators and computer science textbooks may expect databases to be instantiated in a small number of technologies, but there are numerous examples of databases in non-conventional or unexpected technologies, such as spreadsheets or other assemblages of files linked through code. Consequently, we ask: How do the materialities of non-conventional databases differ (...) from or align with the materialities of conventional relational systems? What properties of the database do the creators of these artifacts invoke in their rhetoric describing these systems—or in the data models underlying these digital objects? To answer these questions, we conducted a close analysis of four non-conventional scientific databases. By examining the materialities of information representation in each case, we show how scholarly communication regimes shape database materialities—and how information organization paradigms shape scholarly communication. These cases show abandonment of certain constraints of relational database construction alongside maintenance of some key relational data organization strategies. We discuss the implications that these relational data paradigms have for data use, preservation, and sharing, and discuss the need to support a plurality of data practices and paradigms. (shrink)

The digital transfer of the mind to a computer system requires representing the mind as a finite sequence of bits. The classic “stored-program computer” paradigm, in turn, implies the equivalence between program and data, so that the sequence of bits themselves can be interpreted as a program, which will be algorithmically executed in the receiving device. Now, according to a previous proof, on which this paper is based, a computational or algorithmic machine, however complex, cannot be free. Consequently, (...) a finite sequence of bits cannot adequately represent a free mind and, therefore, a free mind cannot be digitally transferred, quod erat demonstrandum. The impossibility of making this transfer, as demonstrated here, should be a concern especially for those who wish to achieve it. Since we intend this to be a rigorous demonstration, we must give precise definitions and conditions of validity. The most important part of the paper is devoted to explaining the meaning and reasonableness of these definitions and conditions. Special attention is paid, also, to the philosophical implications of the demonstration. Finally, this thesis is distinguished from other closely related issues. (shrink)

Computing is changing the traditional field of Philosophy of Science in a very profound way. First as a methodological tool, computing makes possible ``experimental Philosophy'' which is able to provide practical tests for different philosophical ideas. At the same time the ideal object of investigation of the Philosophy of Science is changing. For a long period of time the ideal science was Physics (e.g., Popper, Carnap, Kuhn, and Chalmers). Now the focus is shifting to the field of Computing/Informatics. There are (...) many good reasons for this paradigm shift, one of those being a long standing need of a new meeting between the sciences and humanities, for which the new discipline of Computing/Informatics gives innumerable possibilities. Contrary to Physics, Computing/Informatics is very much human-centered. It brings a potential for a new Renaissance, where Science and Humanities, Arts and Engineering can reach a new synthesis, so very much needed in our intellectually split culture. This paper investigates contemporary trends and the relation between the Philosophy of Science and the Philosophy of Computing and Information, which is equivalent to the present relation between Philosophy of Science and Philosophy of Physics. (shrink)

This book envisions a relational and multimodal conceptualisation of higher education, which advocates for knowledge to be analyzed under three relational dimensions: social, digital and environmental. The volume draws on interdisciplinary approaches grounded in Peirceian semiotics, in exploring an integration of these dimensions in higher education theory and practice. The book situates learning in an awareness of the environment, grounded in principles of interconnectedness and flattened hierarchies. The volume features practical case studies through dialogues with higher education teachers, presenting (...) different ways of practicing multimodal and relational higher education which prioritize and embrace expression and creation through more than one dominant modality of communication. The book highlights how a relational multimodal paradigm can serve as a way forward for universities to address global challenges concerning social, technological, and environmental futures through a social justice lens. This innovative book will be of interest to students and scholars in semiotics, multimodality, and higher education, as well as stakeholders in these fields. (shrink)

The digital age brings with it novel forms of data flow. As a result, individuals are constantly being monitored while consuming products, services and content. These abilities have given rise to a variety of concerns, which are most often framed using “privacy” and “data protection”-related paradigms. An important, oft-noted yet undertheorized concern is that these dynamics might facilitate the manipulation of subjects; a process in which firms strive to motivate and influence individuals to take specific steps and make particular (...) decisions in a manner considered to be socially unacceptable. That it is important and imperative to battle manipulation carries with it a strong intuitive appeal. Intuition, however, does not always indicate the existence of a sound justification or policy option. For that, a deeper analytic and academic discussion is called for. This Article begins by emphasizing the importance of addressing the manipulation-based argument, which derives from several crucial problems and flaws in the legal and policy setting currently striving to meet the challenges of the digital age. Next, the Article examines whether the manipulation-based concerns are sustainable, or are merely a visceral response to changing technologies which cannot be provided with substantial analytical backing. Here the Article details the reasons for striving to block manipulative conduct and, on the other hand, reasons why legal intervention should be, in the best case, limited. The Article concludes with some general implications of this discussion for the broader themes and future directions of privacy law, while trying to ascertain whether the rise of the manipulation-based discourse will lead to information privacy’s expansion or perhaps its demise. (shrink)

The contribution starts from outlining the evolution of the scholarly production flow from the print based paradigm to the digital age and in this context it explores the opposition of digital versus analog representation modes. It then develops on the triple paradigm shift caused by genuine digital publishing and its specific consequences for the social sciences and humanities (SSH) which in turn results in re-constituting basic scholarly notions such as ‘text’ and ‘document’. The paper concludes (...) with discussing the specific value that could be added in systematically using digital text resources as a basis for scholarly work and also states some of the necessary conditions for such a ‘digital turn’ to be successful in the SSH. (shrink)

Mendelian Inheritance in Man, a computerized catalogue of human genetic disorders authored and maintained by cardiologist and medical genetics pioneer Victor A. McKusick, played a major part in demarcating between a novel biomedical science and the eugenic projects of racial betterment which existed prior to its emergence. Nonetheless, it built upon prior efforts to systematize genetic knowledge tied to individuals and institutions invested in eugenics. By unpacking the process of digitizing a homespun cataloguing project and charting its development into an (...) online database, this article aims to illuminate how the institution-building efforts of one individual created an ‘information order’ for accessing genetic information that tacitly shaped the norms and priorities of the field toward the pursuit of specific genes associated with discernible genetic disorders. This was not by design, but rather arose through negotiation with the catalogue's users; it accommodated further changes as biomedical research displaced the Mendelian paradigm. While great effort was expended toward making sequence data available to investigators during the Human Genome Project, MIM was largely taken for granted as a ‘legacy system’, McKusick's own labour of love. Drawing on recent histories of biomedical data, the article suggests that the bibliographical work of curation and translation is a central feature of value production in the life sciences meriting attention in its own right. (shrink)

In this article it is suggested that the discourse entailing the realization of a dystopia of totalitarian surveillance, far from being a grounded fact, on the contrary, works as a screen sheltering us from the fact that we are reaching a point where we are nothing more than depersonalized, emptied forms of interest neither to corporations nor to each other; instead, we are moving towards the liquification of subjectivity as such. When our user data is “taken hostage” we are emptied (...) of personal features, submitted to a process of dissolution rather than prying surveillance. It is tempting to suggest that the various repetitions of the Orwellian theme is a basic fantasy protecting us from the ever increasing gaps in the global virtual order; working to cover up the real of digital capitalism following a desperate logic by which only nightmares suffice. What if the furthering of the digital paradigm, with its potential to add yet another layer of virtuality to experience leads, not to an increase of (Orwellian) control, but on the contrary overturns the house of cards of (symbolic) reality, exposing the core of the illusions of the self and the subject? (shrink)

Abbildungsverzeichnis 8Abkürzungsverzeichnis 9I Verfahrensentwicklung: Topic-informierte Diskursanalyse zur Analyse von Diskurstransformationen im Zeitverlauf1 Einleitung 112 Forschungsstand 202.1 Wissenschaftliche Dichotomien in der Krise 222.1.1 Big Data und das Aufbrechen etablierter Forschungsparadigmen 222.1.2 Von der Notwendigkeit eines Digitalen Forschungsparadigmas 242.2 Digital Humanities zwischen Transparadigmatischem Forschungsprogramm und paradigmatischer Positionierung 252.2.1 Digital Humanities als eigenständige Wissenschaftsdisziplin? 252.2.2 Digital Humanities zwischen digitalem Forschungsparadigma und methodischer Neutralität 272.3 Methodenstreit 2.0: Digital Humanities zwischen 'End of Theory' und 'Anything goes' 292.3.1 Datengeleitete versus theoriegeleitete Forschung (...) 302.3.2 End of Theory in den Computational Sciences? 332.3.3 Anything goes - Methodenanarchismus als digitales Paradigma? 352.4 Digital Humanities zwischen 'Digital' und 'Humanities' 392.4.1 Der Qualitative Turn in den Digital Humanities 392.4.2 Cultural Turn in den Digital Humanities als mögliche Brückenbildung? 402.5 Bridging the Digital Gap - Dritte Wege für die Digital Humanities 423 Bridging the Paradigm Gap - Grundlegung eines integrativen Forschungsansatzes 433.1 Von inkommensurablen Paradigmen... 443.2...über eine Übersetzung des sozialwissenschaftlichen Forschungsprozesses in die Digital Humanities 463.2.1 Der sozialwissenschaftliche Forschungsprozess im Mixed-Methods Design 473.2.2 Vier Positionierungen im Forschungsprozess 473.3...zur Konzeptionierung eines integrativen Forschungsansatzes im Mixed-Methods-Design 494 Epistemologische Ausrichtung und theoretische Perspektive 504.1 Sozialer Wandel als sozialer Konstruktionsprozess 524.1.1 Sozialkonstruktivistische Tradition - Wissenssoziologie nach Berger und Luckmann 534.1.2 Vom Sozialkonstruktivismus zum Diskurskonstruktivismus 554.2 Sozialer Wandel als diskursiver Konstruktionsprozess 574.2.1 Diskursbegriff 584.2.2 Eigenschaften von Diskursen 604.2.3 Regeln des Diskurses 634.3 Diskursforschung meets Digital Humanities 645 Methodologische Ausrichtung 665.1 Bridging the Methodological Gap - Text-Mining meets Diskursforschung 665.1.1 Text-Mining-Verfahren 685.1.2 Text-Mining meets Diskursforschung 705.2 Mixed-Methods meets Digital Humanities 715.2.1 Mixed-Methods-Forschung als Drittes Forschungsparadigma 715.2.2 Mixed-Methods-Forschung innerhalb einer pragmatistischen Ausrichtung 726 Forschungsdesign 766.1 Designs in der Mixed-Methods-Forschung 766.2 Das Exploratory Design 796.3 Erweiterung des Exploratory Design 816.4 Forschungsdesign für eine Topic-informierte Diskursanalyse 826.4.1 Variation 1: Sichtung des Forschungsstandes als qualitative Exploration 826.4.2 Variation 2: Erweiterung um eine quantitative Exploration 836.4.3 Variation 3: Erweiterung um eine dritte, qualitative Phase 836.5 Übersetzung des Forschungsdesigns in die Digital Humanities 846.5.1 Distant Reading 856.5.2 Das Interpretationsproblem im Distant Reading-Verfahren 866.5.3 Blended Reading als Überbrückungsmöglichkeit 866.5.4 Close Reading 876.6 Überblick Forschungsdesign 886.7 Verfahrensablauf 887 Methodik 957.1 Sozialwissenschaftliche Diskursanalyse 967.2 Die Kombination aus Diskursanalyse und Text-Mining-Verfahren 987.3 Topic-Modeling-Verfahren 99. (shrink)

Philosophers of education have always been interested in epistemological issues. In their efforts to help inform educational theory and practice they have dealt extensively with concepts like knowledge, teaching, learning, thinking, understanding, belief, justification, theory, the disciplines, rationality and the like. Their inquiries have addressed issues about what kinds of knowledge are most important and worthwhile, and how knowledge and information might best be organised as curricular activity. They have also investigated the relationships between teaching and learning, belief and opinion, (...) knowledge and belief, and data and information. For some a key issue has been how students can become autonomous knowers. This issue has often been bound up with questions about what count as appropriate standards for reasonableness or rationality, and the conditions under which we can properly regard understanding as having occurred. During the past decade renewed interest has been shown in what is involved in becoming an authority, expert or competent performer in a given area of knowledge, as well as in how we evaluate and critique different or competing beliefs, theories, points of view or paradigms. (shrink)

Maurits Cornelis Escher’s 1938 lithograph, Cycle, illustrates what mathematical physicist Roger Penrose calls ‘impossible objects’. The illusion of three-dimensionality, the innovative use of tessellation, and the incorporation of traditionally figurative elements induce the viewer to perceive the lithographic print as depicting a visually plausible reality built on the deconstructive metamorphosis of man into cube. It is Escher’s ability to paradoxically combine the radical oppositions of man and cube, landscape and geometric abstraction into an apparently harmonious composition where shapes repeat with (...) subtle variation and almost imperceptibly transition into radically different shapes that I want to use as a visual paradigm for conceptualizing the shifts in human consciousness in the digital age. Roger Penrose, path-breaking theorist of consciousness as a physical but non-computational process, was inspired by and inspired Escher. Penrose’s provisional concepts of consciousness, time and space can be visually compared to Escher’s earlier man-cube renderings, where each of these individual design elements allows the transition to another shape. In other words, Penrose’s theories, like Escher’s design concepts, illustrate a moment of transition in consciousness theory. As in Escher’s Cycle, the individual elements are being continually redefined, reshaped and revealed. Each may be a unique distortion of the previous, but this does not mean that it is disconnected or independent of the final outcome. These distortions are transitional elements that lead us visually to the other side of the composition. Radical transformations and developing connectedness in the boundaries between art, technology and science function like the individual elements in Escher’s Cycle. As we try to define the shifts in human consciousness occurring in the digital age, visually speaking, we are focusing on only one element right in the middle of an Escher metamorphosis, unable to see exactly how this element will be part of the completed design. This thought can be both frightening and liberating: frightening because we humans are used to relying on boundaries and predictable outcomes to feel a sense of control, liberating because anything and everything is possible and the changes will occur naturally as part of the transition. If Escher teaches us anything, it is that each piece in the meta-morphosis is needed to complete the big picture. (shrink)

Elementos para uma psicopedagogia da cultura digital 1 Resumo: a cultura digital é um paradigma emergente que coloca questões a serem tratadas pelas mais diversas áreas do conhecimento. A educação é uma das áreas mais questionadas, exigindo-se dela uma constante renovação para acompanhar as mudanças que o mundo digital provoca no processo de aprendizagem. A psicopedagogia da cultura digital é uma proposta epistemológica de reflexão sobre o processo de aprendizagem permeado por desafios informacionais e comunicacionais. Nesta (...) pesquisa, fazendo análise de bibliografia no campo da psicopedagogia, mas também da teoria da comunicação e da filosofia da mente, propomos um quadro teórico que visa fundamentar tais exigências epistemológicas em educação. Apresentamos, por fim, alguns elementos teóricos, advindos das demandas da cultura digital, que permitem-nos pensar um outro paradigma psicopedagógico e outra abordagem da aprendizagem. Palavras-chave: Educação. Cultura Digital. Psicopedagogia. Epistemologia. Fundamentos da Educação. Elements towards a Psychopedagogy of Digital Culture Abstract: digital culture is an emerging paradigm that poses questions to be addressed by the most diverse areas of knowledge. Education is one of the most questioned areas, requiring a constant renewal to accompany the changes that the digital world causes in the learning process. The psychopedagogy of digital culture is an epistemological proposal of reflection on the learning process permeated by informational and communicational challenges. In this paper, making bibliographic analysis in the field of psychopedagogy, but also in the theory of communication and the philosophy of mind, we propose a theoretical framework that aims to base such epistemological demands on education. Finally, we present some theoretical elements, coming from the demands of digital culture, which allow us to think of another paradigm psychopedagogic and another approach to learning. Keywords: Education. Digital Culture. Psychopedagogy. Epistemology. Foundations of Education. Elementos hacia una Psicopedagogía de la Cultura Digital Resumen: La cultura digital es un paradigma emergente que pone cuestiones a ser tratadas por distintas áreas del conocimiento. La educación es una de las más cuestionadas, exigiéndose de ella una renovación continua a fin de acompañar los cambios que el mundo digital provoca en el proceso de aprendizaje. La psicopedagogía de la cultura digital es una propuesta epistemológica de reflexión sobre el mismo proceso de aprendizaje, traspasado por retos informacionales y comunicacionales. En esta recerca, haciendo uso de análisis bibliográfica en el campo de la psicopedagogía, así come de la teoría de la comunicación y de la filosofía de la mente, proponemos un cuadro teórico que intenta fundamentar tales exigencias epistemológicas en educación. Presentamos, al fin, algunos elementos teóricos, desde las demandas de la cultura digital, que nos permiten pensar otro paradigma psicopedagógico y otro abordaje del aprendizaje. Palabras clave: Educación. Cultura digital. Psicopedagogía. Epistemología. Fundamentos de la educación. Data de registro: 23/01/2021 Data de aceite: 22/09/2021 1 Pesquisa desenvolvida com financiamento CAPES. (shrink)

This article examines how the availability of Big Data, coupled with new data analytics, challenges established epistemologies across the sciences, social sciences and humanities, and assesses the extent to which they are engendering paradigm shifts across multiple disciplines. In particular, it critically explores new forms of empiricism that declare ‘the end of theory’, the creation of data-driven rather than knowledge-driven science, and the development of digital humanities and computational social sciences that propose radically different ways to make sense (...) of culture, history, economy and society. It is argued that: Big Data and new data analytics are disruptive innovations which are reconfiguring in many instances how research is conducted; and there is an urgent need for wider critical reflection within the academy on the epistemological implications of the unfolding data revolution, a task that has barely begun to be tackled despite the rapid changes in research practices presently taking place. After critically reviewing emerging epistemological positions, it is contended that a potentially fruitful approach would be the development of a situated, reflexive and contextually nuanced epistemology. (shrink)

With the development of artificial intelligence, it is imperative to combine design methods with new technologies. From the perspective of the personalized design of derived images of art paintings, this study analyzes the new user demand generated by the current situation and background of personalized design, puts forward a new method of derivative design based on AI emotion analysis, verifies the feasibility of the new method by constructing a personalized design system of derived images of art paintings driven by facial (...) emotion features, and explores the method of combining AI emotion recognition, emotion analysis, and personalized design. This study provides new ideas for the design of art derivatives for the future with massive personalized demand. Thinking and practicing from the perspective of the development of new technology will promote the change of design paradigms in the digital age. (shrink)