Applied epistemology

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Applied epistemology refers to the study that determines whether the systems of investigation that seek the truth lead to true beliefs about the world. [1] A specific conceptualization cites that it attempts to reveal whether these systems contribute to epistemic aims. [2] It is applied in practices outside of philosophy like science and mathematics. [1]

Contents

Once applied epistemology is described as a method in an epistemological search, it implies that the methodology is supported by an epistemological foundation. [3] [4]

Background

Applied epistemology forms part of the concept of "applied philosophy" as theorists begin to distinguish it from "applied ethics". [5] It is argued that "applied philosophy" is a broader field, and that it has parts that are not subdisciplines of applied ethics. [5] The emergence of "applied philosophy" gained traction after it was proposed that philosophy can be applied to contemporary issues. [6]

Applied epistemology emerged out of epistemologists routine examinations that determine whether truth-seeking practices like science and mathematics are capable of delivering truths. [1] It draws from epistemological theorizing to address pressing epistemic matters of practical value. [7] An epistemological question assumes a philosophical form once it deals with the type of knowledge or justification that is presupposed in most ordinary contexts. [8]

In its infancy, applied epistemology had been equated with social epistemology. [9] Later theorizing established that, while there are overlapping aspects, not all social epistemology is applied and not all applied epistemology is social. [10] A proposed analogy to distinguish applied epistemology from epistemology holds that it involves the general opposition between theory and application. [11] In applied epistemology, theories in epistemology are applied for solving practical problems. The theoretical constructions in this environment can be modified or reorganized in function of the primary target. [11]

Concept

The relationship between basic concepts of epistemology Epistemology.png
The relationship between basic concepts of epistemology
While applied epistemology is considered a new term, it has been used in the past. David Hume used the concept in his argument against belief in miracles. David Hume.jpg
While applied epistemology is considered a new term, it has been used in the past. David Hume used the concept in his argument against belief in miracles.

Applied epistemology is informed by skepticism in philosophy, as it maintains that things should not be taken at face value – that, in reflection, what people knew as "truths" could turn out to be false. [8] Applied epistemology has been concerned with practical questions about truth, knowledge, and other epistemic values but these are not all social questions. [10] It asks questions about what we know and are justified in believing. [13]

Applied epistomology is also considered one of the three branches of epistemology along with normative epistemology and metaepistemology. [7] The normative branch is concerned with first-order theorizing about the formation of justified beliefs, knowledge, and truths. [7] Metaepistemology, on the other hand, deals with higher order epistemological questions, particularly, the fundamental aspects of epistemic theorizing. [7] According to philosopher Richard Fumerton, metaepistemology is concerned with questions about what knowledge – including justification, rationality, and evidence – is. [8] A conceptualization cites that the applied epistemologist operates within a background of naturalist metaepistemology and reliabilist first-order epistemology. [14]

The following table demonstrates the place of applied epistemology in relation to epistemology and to the parallels between ethics and epistemology covering a specific topic according to Mark Battersby. [15] Other philosophers have different conceptions of the relationships. [7]

LevelEthics topic examples by levelEpistemology topic examples by level
Meta-ethics/epistemologyMeaning of "Good"Meaning of "Know"
Normative ethics/epistemologyUtilitarianism vs. deontologyRationalism vs. empiricism
Applied ethics/epistemologyCriteria for morality acceptable euthanasia Criteria for accepting a causal claim

The main domains of applied epistemology include education and pedagogy, therapy, politics, science and technology, arts, and artificial intelligence. [11]

Applications

As part of "applied philosophy", applied epistemology has been applied to different contemporary practices and issues. This include its application to critical thinking or informal logic, information systems, and pressing social concerns. In the area of critical thinking, there is the underlying idea that thinking clearly and carefully about any issue needs the understanding and application of fundamental epistemological concepts. [16] Theorists draw from philosophical theories to address real-life epistemic issues.

Communication

According to V.D. Singh, since general semantics is a general theory of evaluation – that it considers the interrelations among events that transpire within ourselves and the world around us as well as how he obtain information or talk about such events and how we behave – makes it an up-to-date and scientifically-based applied epistemology. [17] Scholars cite the case of fake news as an issue that can be addressed by applied epistemology. It is posited that corrupted or fake information can be unmasked through an epistemological investigation that answers three questions: 1. What is fake news?; 2. What are the mechanisms that foster the production and spread of fake news; and, 3. which interventions can address it? [18]

Scientific research

Applied epistemology in science has been described as the specific mental frameworks utilized by scientists in their research and activities that are considered processes of acquiring knowledge. [19] These frameworks also serve as the ground of the sociology of science. [19] There is also the case of the philosophy of science, which provides epistemic justifications for scientific reasoning and choice. [20] It is considered an applied epistemology due to the characterization that it is precise, formal, and normative. [21]

An example of the deployment of applied epistemology in scientific research is the Toolbox Project. It is an initiative that apply philosophical analysis to enhance collaborative, cross-disciplinary scientific research by improving cross-disciplinary communication. [22] There are also scholars who consider the application of epistemologically relevant psychology to science as applied epistemology. [23] Aside from its role in scientific and technological advancement, the concept is also applied in the areas of ethics and policy. [24] It is argued that the instincts that guide actual scientific practice are yet to be fully recognized, scrutinized, and justified. [25]

Informal logic

According to Mark Battersby, the method of critical thinking or informal logic can be considered a form of applied epistemology. [6] This method involves the assessment of the strength of evidences that afford conclusions can only be made if the domain within which the argument is presented is taken into account. [26] For Battersby, this constitutes applied epistemology, since it is about grounding assessments of arguments as they occur within them. [26] Mark Weinstein maintained that a focus on the account of how acceptability is transmitted from premises to conclusion show close theoretical parallel between informal logic and applied epistemology. [26] It is argued that rather than rules of logic, epistemological norms constitute the philosophical core of informal logic and that there is a close parallel between informal logic and applied ethics. [27] Based on these factors, scholars such as Battersby and Weinstein maintain that informal logic should be classified as applied epistemology instead of logic. [27] [26]

Social issues

It has been suggested by scholars such as Jennifer Lackey that applied epistemology provides the tools in contemporary epistemology's evaluation of the issues of social concern. [28] It is relevant to issues affecting social groups since it helps in answering the recurring practical question, "what to believe now". [29] Applied epistemology is also considered capable of unmasking the contribution of the features of public deliberation to a group's reliability and provide a basis for a reliabilist rationale for democracy in the process. [30] Applied epistemology has also been employed in examining feminism, particularly with respect to the evaluation of the agency of women and what is the relevance of giving it authorial primacy within studies of knowledge. [31]

Information studies

According to Tim Gorichanaz, applied epistemology allows information studies to benefit from the field of philosophy particularly since it rarely focuses on the evaluation of epistemic concepts. [2] It is also suggested that applying the concept to information system can bridge the information processing models of cognition and constructivist perspectives on knowledge. [32] Applied epistemology can be prominent in the "schema" or the cognitive organization of meaningful information. [32] Specifically, it is the information structure that can be modified to represent knowledge of interrelationships between events, objects, and situations that we encounter. [32]

Psychology

Applied epistemology is relevant to the field of psychology and cognitive science as it focuses on the study of particular epistemic problems and processes and is characterized as part of an empirical field. [14] It addresses how cognitive agents go about constructing epistemically adequate representations of the world. [14] The content of the psychological experts or therapists' cognitive organization or "knowing" processes has also been described as applied epistemology. This system of knowing allows a better understanding of a patient's problems. [33] It also represents part of the knowledge system in which interventions that facilitate change can be drawn. [33]

Law

Legal epistemology is considered a form of applied epistemology for its evaluation of whether legal systems of investigation that seeks the truth are structured in a manner that actually lead to justified and true beliefs. [34] Applied epistemics allows the legal system to draw from philosophy. For instance, David Hume stated that, "we entertain a suspicion concerning any matter of fact, when the witnesses contradict each other; when they are but few, or a doubtful character; when they have an interest in what they affirm; when they deliver their testimony with hesitation, or on the contrary, with too violent asseverations." This generic view is said to allow legal procedure the effective evaluation of testimonies. [10]

Philosophy

Applied epistemology is also used in evaluating philosophical issues. This is the case when empirical perspective is applied to test philosophical theories. [35] While this approach does not eliminate analytic and conceptual issues, it can make them clearer. [35] It also increases the probability of theorists to examine evidences that tend to be overlooked. [35]

Cybernetics

Applied epistemology is also significant in cybernetics, which involves the control and communication of living and man-made systems. [36] Modern cybernetics, particularly, is considered an applied epistemology for its focus on how the process of the construction of models of the systems is influenced by the living and man-made systems in its goal of understanding the similarities and differences of the inner workings of the organic and machine processes. [36] Once applied to cybernetics, applied epistemology also contributes in shaping responses to global and local issues since it helps construct a type of political epistemology that can lead to a holistic and socially responsible discourse and practice. [37]

Related Research Articles

<span class="mw-page-title-main">Epistemology</span> Branch of philosophy concerning knowledge

Epistemology, or the theory of knowledge, is the branch of philosophy concerned with knowledge. Epistemology is considered a major subfield of philosophy, along with other major subfields such as ethics, logic, and metaphysics.

Social epistemology refers to a broad set of approaches that can be taken in epistemology that construes human knowledge as a collective achievement. Another way of characterizing social epistemology is as the evaluation of the social dimensions of knowledge or information.

<span class="mw-page-title-main">Philosophy of science</span> Study of foundations, methods, and implications of science

Philosophy of science is a branch of philosophy concerned with the foundations, methods, and implications of science. The central questions of this study concern what qualifies as science, the reliability of scientific theories, and the ultimate purpose of science. This discipline overlaps with metaphysics, ontology, and epistemology, for example, when it explores the relationship between science and truth. Philosophy of science focuses on metaphysical, epistemic and semantic aspects of science. Ethical issues such as bioethics and scientific misconduct are often considered ethics or science studies rather than the philosophy of science.

<span class="mw-page-title-main">Knowledge</span> Awareness of facts or being competent

Knowledge is a form of awareness or familiarity. It is often understood as awareness of facts or as practical skills, and may also mean familiarity with objects or situations. Knowledge of facts, also called propositional knowledge, is often defined as true belief that is distinct from opinion or guesswork by virtue of justification. While there is wide agreement among philosophers that propositional knowledge is a form of true belief, many controversies in philosophy focus on justification: whether it is needed at all, how to understand it, and whether something else besides it is needed. These controversies intensified due to a series of thought experiments by Edmund Gettier and have provoked various alternative definitions. Some of them deny that justification is necessary and suggest alternative criteria while others accept that justification is an essential aspect and formulate additional requirements.

<span class="mw-page-title-main">Applied philosophy</span>

Applied philosophy is a branch of philosophy that studies philosophical problems of practical concern. The topic covers a broad spectrum of issues in environment, medicine, science, engineering, policy, law, politics, economics and education. The term was popularised in 1982 by the founding of the Society for Applied Philosophy by Brenda Almond, and its subsequent journal publication Journal of Applied Philosophy edited by Elizabeth Brake. Methods of applied philosophy are similar to other philosophical methods including questioning, dialectic, critical discussion, rational argument, systematic presentation, thought experiments and logical argumentation.

Contextualism, also known as epistemic contextualism, is a family of views in philosophy which emphasize the context in which an action, utterance, or expression occurs. Proponents of contextualism argue that, in some important respect, the action, utterance, or expression can only be understood relative to that context. Contextualist views hold that philosophically controversial concepts, such as "meaning P", "knowing that P", "having a reason to A", and possibly even "being true" or "being right" only have meaning relative to a specified context. Other philosophers contend that context-dependence leads to complete relativism.

Virtue epistemology is a current philosophical approach to epistemology that stresses the importance of intellectual and specifically epistemic virtues. Virtue epistemology evaluates knowledge according to the properties of the persons who hold beliefs in addition to or instead of the properties of the propositions and beliefs. Some advocates of virtue epistemology also adhere to theories of virtue ethics, while others see only loose analogy between virtue in ethics and virtue in epistemology.

<span class="mw-page-title-main">Argumentation theory</span> Study of how conclusions are reached through logical reasoning; one of four rhetorical modes

Argumentation theory, or argumentation, is the interdisciplinary study of how conclusions can be supported or undermined by premises through logical reasoning. With historical origins in logic, dialectic, and rhetoric, argumentation theory includes the arts and sciences of civil debate, dialogue, conversation, and persuasion. It studies rules of inference, logic, and procedural rules in both artificial and real-world settings.

Naturalized epistemology is a collection of philosophic views concerned with the theory of knowledge that emphasize the role of natural scientific methods. This shared emphasis on scientific methods of studying knowledge shifts focus to the empirical processes of knowledge acquisition and away from many traditional philosophical questions. There are noteworthy distinctions within naturalized epistemology. Replacement naturalism maintains that traditional epistemology should be abandoned and replaced with the methodologies of the natural sciences. The general thesis of cooperative naturalism is that traditional epistemology can benefit in its inquiry by using the knowledge we have gained from the cognitive sciences. Substantive naturalism focuses on an asserted equality of facts of knowledge and natural facts.

The philosophy of social science is the study of the logic, methods, and foundations of social sciences. Philosophers of social science are concerned with the differences and similarities between the social and the natural sciences, causal relationships between social phenomena, the possible existence of social laws, and the ontological significance of structure and agency.

Philosophy is the study of general and fundamental problems concerning matters such as existence, knowledge, values, reason, mind, and language. It is distinguished from other ways of addressing fundamental questions by being critical and generally systematic and by its reliance on rational argument. It involves logical analysis of language and clarification of the meaning of words and concepts.

Metaepistemology is the branch of epistemology and metaphilosophy that studies the underlying assumptions made in debates in epistemology, including those concerning the existence and authority of epistemic facts and reasons, the nature and aim of epistemology, and the methodology of epistemology.

Formal epistemology uses formal methods from decision theory, logic, probability theory and computability theory to model and reason about issues of epistemological interest. Work in this area spans several academic fields, including philosophy, computer science, economics, and statistics. The focus of formal epistemology has tended to differ somewhat from that of traditional epistemology, with topics like uncertainty, induction, and belief revision garnering more attention than the analysis of knowledge, skepticism, and issues with justification.

<span class="mw-page-title-main">Buddhist logico-epistemology</span> Epistemological study of Buddhism

Buddhist logico-epistemology is a term used in Western scholarship to describe pramāṇa-vāda and Hetu-vidya. Pramāṇa-vāda is an epistemological study of the nature of knowledge; Hetu-vidya is a system of logic. These models developed in India during the 5th through 7th centuries.

Epistemology or theory of knowledge is the branch of philosophy concerned with the nature and scope (limitations) of knowledge. It addresses the questions "What is knowledge?", "How is knowledge acquired?", "What do people know?", "How do we know what we know?", and "Why do we know what we know?". Much of the debate in this field has focused on analyzing the nature of knowledge and how it relates to similar notions such as truth, belief, and justification. It also deals with the means of production of knowledge, as well as skepticism about different knowledge claims.

The KK thesis or KK principle is a principle of epistemic logic which states that "If you know that P is the case then you know that you know that P is the case." This means that one cannot know that P is, if one does not know whether one's knowledge of P is correct. Its application in science can be expressed in the way that it must not only justify its knowledge claims but it must also justify its method of justifying. The principle is also described as knowledge-reflexivity contention.

Formative epistemology is a collection of philosophic views concerned with the theory of knowledge that emphasize the role of natural scientific methods. According to formative epistemology, knowledge is gained through the imputation of thoughts from one human being to another in the societal setting. Humans are born without intrinsic knowledge and through their evolutionary and developmental processes gain knowledge from other human beings. Thus, according to formative epistemology, all knowledge is completely subjective and truth does not exist.

<span class="mw-page-title-main">Logic</span> Study of correct reasoning

Logic is the study of correct reasoning. It includes both formal and informal logic. Formal logic is the science of deductively valid inferences or of logical truths. It is a formal science investigating how conclusions follow from premises in a topic-neutral way. When used as a countable noun, the term "a logic" refers to a logical formal system that articulates a proof system. Formal logic contrasts with informal logic, which is associated with informal fallacies, critical thinking, and argumentation theory. Some theorists distinguish the two by holding that formal logic studies arguments expressed in a formal language while informal logic investigates arguments expressed in natural language. Logic plays a central role in multiple fields, such as philosophy, mathematics, computer science, and linguistics.

<span class="mw-page-title-main">Feminist philosophy of science</span> Means of interpreting scientific evidence through a feminist lens

Feminist philosophy of science is a branch of feminist philosophy that seeks to understand how the acquirement of knowledge through scientific means has been influenced by notions of gender identity and gender roles in society. Feminist philosophers of science question how scientific research and scientific knowledge itself may be influenced and possibly compromised by the social and professional framework within which that research and knowledge is established and exists. The intersection of gender and science allows feminist philosophers to reexamine fundamental questions and truths in the field of science to reveal how gender biases may influence scientific outcomes. The feminist philosophy of science has been described as being located "at the intersections of the philosophy of science and feminist science scholarship" and has attracted considerable attention since the 1980s.

Philosophy of conspiracy theories is the academic study by philosophers of the phenomenon and history of conspiracy theories. A conspiracy theory has been defined as an explanation for an event or situation that invokes a conspiracy by sinister and powerful groups, often political in motivation, or more narrowly a conspiracy where other explanations are more probable. The term has a negative connotation, implying that the appeal to a conspiracy is based on prejudice or insufficient evidence.

References

  1. 1 2 3 Laudan, Larry (2006). Truth, Error, and Criminal Law: An Essay in Legal Epistemology. Cambridge, MA: Cambridge University Press. p. 2. ISBN   978-1-139-45708-8.
  2. 1 2 Gorichanaz, Tim (December 2017). "Applied epistemology and understanding in information studies". Information Research. 22:4.
  3. Gordon, Susan (2013). Neurophenomenology and Its Applications to Psychology. New York: Springer Science & Business Media. p. 34. ISBN   978-1-4614-7238-4.
  4. Mustapha, Zakari; Aigbavboa, Clinton; Thwala, Wellington (2018). Contractor Health and Safety Compliance for Small to Medium-Sized Construction Companies. Boca Raton, FL: CRC Press. p. 115. ISBN   978-1-138-08155-0.
  5. 1 2 Lippert-Rasmussen, Kasper; Brownlee, Kimberley; Coady, David (2016). A Companion to Applied Philosophy. Chichester, West Sussex: John Wiley & Sons. pp. 16, 19. ISBN   978-1-118-86913-0.
  6. 1 2 Battersby, Mark E. (1989). "Critical Thinking as Applied Epistemology: Relocating Critical Thinking in the Philosophical Landscape". Informal Logic. XI. CiteSeerX   10.1.1.894.5514 .
  7. 1 2 3 4 5 Kyriacou, Christos. "Metaepistemology". Archived from the original on 2016-05-01. Retrieved 2021-06-09.
  8. 1 2 3 Fumerton, Richard (2009). Epistemology. Malden, MA: John Wiley & Sons. ISBN   978-1-4051-2566-6.
  9. Lippert-Rasmussen, Kasper; Brownlee, Kimberley; Coady, David (2017). A Companion to Applied Philosophy. Malden, MA: John Wiley & Sons. p. 54. ISBN   978-1-118-86913-0.
  10. 1 2 3 Coady, David; Chase, James (2018-09-03). The Routledge Handbook of Applied Epistemology. Routledge. ISBN   978-1-317-39314-6.
  11. 1 2 3 Carvallo, M. E. (2012). Nature, Cognition and System I: Current Systems-Scientific Research on Natural and Cognitive Systems. Dordrecht: Springer Science & Business Media. p. 68. ISBN   978-94-010-7844-3.
  12. Coady, David (2012). What to Believe Now: Applying Epistemology to Contemporary Issues. Malden, MA: John Wiley & Sons. p. 3. ISBN   978-1-4051-9993-3.
  13. Fumerton, Richard. "Epistemology and Science: Some Metaphilosophical Reflections". Philosophical Topics. 45 (1): 1–16. doi:10.5840/philtopics20174511. S2CID   171850411.
  14. 1 2 3 Michaelian, Kourken (2016). Mental Time Travel: Episodic Memory and Our Knowledge of the Personal Past. Cambridge, MA: MIT Press. p. 38. ISBN   978-0-262-03409-8.
  15. Battersby, Mark; Bailin, Sharon (2018). Inquiry: A New Paradigm for Critical Thinking. University of Windsor. p. 255. ISBN   978-0-920233-84-9.
  16. Goldman, Alvin; Whitcomb, Dennis (2011). Social Epistemology: Essential Readings. Oxford: Oxford University Press. p. 138. ISBN   978-0-19-533461-6.
  17. Geetha, Bhasker (2013). "General Semantics and Effective Communication". ETC: A Review of General Semantics. 70 (2): 123–129.
  18. Bernecker, Sven; Flowerree, Amy K.; Grundmann, Thomas (2021). The Epistemology of Fake News. Oxford, UK: Oxford University Press. p. 6. ISBN   978-0-19-886397-7.
  19. 1 2 Markham, Ian S.; Sayilgan, Zeyneb (2017). The Companion to Said Nursi Studies. Eugene, OR: Wipf and Stock Publishers. p. 245. ISBN   978-1-4982-9222-1.
  20. Mladenović, Bojana (2017-09-05). Kuhn's Legacy: Epistemology, Metaphilosophy, and Pragmatism. Columbia University Press. ISBN   978-0-231-52074-4.
  21. Mladenović, Bojana (2017). Kuhn's Legacy: Epistemology, Metaphilosophy, and Pragmatism. New York: Columbia University Press. ISBN   978-0-231-52074-4.
  22. O'Rourke, Michael (2013). "Philosophical Intervention and Cross-Disciplinary Science: the Story of the Toolbox Project". Synthese. 190 (11): 1937–1954. doi:10.1007/s11229-012-0175-y. S2CID   5081752.
  23. Gholson, Barry; Shadish (jr.), William R.; Neimeyer, Robert; Houts, Arthur (1989). Psychology of Science: Contributions to Metascience. Cambridge, UK: Cambridge University Press. ISBN   0-521-35410-2.
  24. Cameron, Nigel; Mitchell, M. Ellen (2007). Nanoscale: Issues and Perspectives for the Nano Century. Hoboken, NJ: John Wiley & Sons. p. 147. ISBN   978-0-470-08419-9.
  25. Allhoff, Fritz; Lin, Patrick; Moor, James H.; Weckert, John (2007). Nanoethics: The Ethical and Social Implications of Nanotechnology. Hoboken, NJ: John Wiley & Sons. p. 113. ISBN   978-0-470-08416-8.
  26. 1 2 3 4 Walton, Douglas; Brinton, Alan (2016-12-05). Historical Foundations of Informal Logic. Routledge. ISBN   978-1-351-93070-3.
  27. 1 2 Eemeren, Frans H. van; Grootendorst, Rob; Johnson, Ralph H.; Plantin, Christian; Willard, Charles A. (2013). Fundamentals of Argumentation Theory: A Handbook of Historical Backgrounds and Contemporary Developments. Routledge. p. 183. ISBN   978-1-136-68804-1.
  28. Lackey, Jennifer (2021). Applied Epistemology. Oxford, UK: Oxford University Press. p. 3. ISBN   978-0-19-883365-9.
  29. Moshman, David (2015). Epistemic Cognition and Development: The Psychology of Justification and Truth. New York, NY: Psychology Press. p. 124. ISBN   978-1-84872-513-3.
  30. Goldman, Alvin I. (2012). Reliabilism and Contemporary Epistemology: Essays. New York: Oxford University Press, USA. p. 273. ISBN   978-0-19-981287-5.
  31. Coady, David; Chase, James (2018). The Routledge Handbook of Applied Epistemology. Routledge. ISBN   978-1-317-39314-6.
  32. 1 2 3 Hoshmand, Lisa Tsoi (1994). Orientation to Inquiry in a Reflective Professional Psychology. Albany, NY: State University of New York Press. p. 133. ISBN   0-7914-2115-5.
  33. 1 2 Caro, Isabel; Read, Charlotte Schuchardt (2002). General Semantics in Psychotherapy: Selected Writings on Methods Aiding Therapy. New York, NY: Institute of GS. p. 327. ISBN   0-910780-16-1.
  34. Bergsmo, Morten; Buis, Emiliano J. (2019). Philosophical Foundations of International Criminal Law: Foundational Concepts. Brussel: Torkel Opsahl Academic EPublisher. p. 288. ISBN   978-82-8348-119-8.
  35. 1 2 3 Shimony, A.; Nails, Debra (1987). Naturalistic Epistemology: A Symposium of Two Decades. Dordrecht: D. Reidel Publishing Company. p. 210. ISBN   978-94-010-8168-9.
  36. 1 2 Blackie's Dictionary of Computer Science. New Delhi: S. Chand Publishing. 2013. p. 42. ISBN   978-81-219-4153-2.
  37. Espejo, Raul (July 2015). "The Cybernetics of Self-organisation". Kybernetes. 42 (6/7). doi:10.1108/K-08-2015-0198.