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  1. Complementarity in information studies.Liqian Zhou - 2020 - Synthese 197 (1):293-310.
    The principle of complementarity in physics can be generalized and extended to information studies. It helps explain the dilemma faced by information studies today. The prevailing endeavor that going beyond the limitation of formal theories and to develop a unified theory of information falls in the dilemma which is structurally homologous to the dilemmas in quantum physics. The dilemma is caused by an epistemological paradox called assignment paradox. The paradox can be removed through generalized complementarity. It means that the concept (...)
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  • Precis of aboutness.Stephen Yablo - 2017 - Philosophical Studies 174 (3):771-777.
    A lightning fast summary of Yablo, Aboutness, cutting many corners in the interests of brevity. The emphasis is on “ways.” Substituting “ways for S to be true” in for “worlds in which S is true” improves a number of philosophical explanations. The subject matter of S is identified with S’s ways of holding in a world, or failing, as the case may be. S contains T iff T is implied by S, and T’s ways of being true are implied by (...)
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  • Signifying Nothing: Nihilism, Information, and Signs.Ashley Woodward - 2023 - Open Philosophy 6 (1):147-57.
    This article explores the theme of nihilism from the perspective of post-continental philosophy by focusing on semiotics and information theory and the question of “meaning” at stake between them. Nihilism is characterised here as an avatar of the counter-Enlightenment tradition. Post-continental philosophy is defined by a positive revaluation of reason, science, and technology, which were critiqued for their nihilistic effects by key continental philosophers. Rather than critiquing nihilism, then, post-continental philosophers have tended to affirm it. This article argues that, despite (...)
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  • Utility, informativity and protocols.Robert van Rooy - 2004 - Journal of Philosophical Logic 33 (4):389-419.
    Recently, natural language pragmatics started to make use of decision-, game-, and information theoretical tools to determine the usefulness of questions and assertions in a quantitative way. In the first part of this paper several of these notions are related with each other. It is shown that under particular natural assumptions the utility of questions and answers reduces to their informativity, and that the ordering relation induced by utility sometimes even reduces to the logical relation of entailment. The second part (...)
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  • Questioning to resolve decision problems.Robert van Rooy - 2003 - Linguistics and Philosophy 26 (6):727-763.
    Why do we ask questions? Because we want tohave some information. But why this particular kind ofinformation? Because only information of this particularkind is helpful to resolve the decision problemthat the agent faces. In this paper I argue thatquestions are asked because their answers help toresolve the questioner's decision problem, and that thisassumption helps us to interpret interrogativesentences. Interrogative sentences are claimed to have asemantically underspecified meaning and thisunderspecification is resolved by means of the decisionproblem.
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  • Implicit and Explicit Stances in Logic.Johan van Benthem - 2019 - Journal of Philosophical Logic 48 (3):571-601.
    We identify a pervasive contrast between implicit and explicit stances in logical analysis and system design. Implicit systems change received meanings of logical constants and sometimes also the notion of consequence, while explicit systems conservatively extend classical systems with new vocabulary. We illustrate the contrast for intuitionistic and epistemic logic, then take it further to information dynamics, default reasoning, and other areas, to show its wide scope. This gives a working understanding of the contrast, though we stop short of a (...)
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  • On the concept of information synonymy.Ladislav Tondl - 1977 - Theory and Decision 8 (3):273-287.
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  • The flow of information in signaling games.Brian Skyrms - 2010 - Philosophical Studies 147 (1):155 - 165.
    Both the quantity of information and the informational content of a signal are defined in the context of signaling games. Informational content is a generalization of standard philosophical notions of propositional content. It is shown how signals that initially carry no information may spontaneously acquire informational content by evolutionary or learning dynamics. It is shown how information can flow through signaling chains or signaling networks.
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  • The nature of entailment: an informational approach.Yaroslav Shramko & Heinrich Wansing - 2019 - Synthese 198 (S22):5241-5261.
    In this paper we elaborate a conception of entailment based on what we call the Ackermann principle, which explicates valid entailment through a logical connection between sentences depending on their informational content. We reconstruct Dunn’s informational semantics for entailment on the basis of Restall’s approach, with assertion and denial as two independent speech acts, by introducing the notion of a ‘position description’. We show how the machinery of position descriptions can effectively be used to define the positive and the negative (...)
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  • Wie natürlich ist Das system der natürlichen deduktion?Roger Schmit - 2004 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 35 (1):129-145.
    How natural is natural deduction?– Gentzen's system of natural deduction intends to fit logical rules to the effective mathematical reasoning in order to overcome the artificiality of deductions in axiomatic systems (¶ 2). In spite of this reform some of Gentzen's rules for natural deduction are criticised by psychologists and natural language philosophers for remaining unnatural. The criticism focuses on the principle of extensionality and on formalism of logic (¶ 3). After sketching the criticism relatively to the main rules, I (...)
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  • Towards a Grammar of Bayesian Coherentism.Michael Schippers - 2015 - Studia Logica 103 (5):955-984.
    One of the integral parts of Bayesian coherentism is the view that the relation of ‘being no less coherent than’ is fully determined by the probabilistic features of the sets of propositions to be ordered. In the last one and a half decades, a variety of probabilistic measures of coherence have been put forward. However, there is large disagreement as to which of these measures best captures the pre-theoretic notion of coherence. This paper contributes to the debate on coherence measures (...)
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  • Coherence, striking agreement, and reliability: On a putative vindication of the Shogenji measure.Michael Schippers - 2014 - Synthese 191 (15):3661-3684.
    Striving for a probabilistic explication of coherence, scholars proposed a distinction between agreement and striking agreement. In this paper I argue that only the former should be considered a genuine concept of coherence. In a second step the relation between coherence and reliability is assessed. I show that it is possible to concur with common intuitions regarding the impact of coherence on reliability in various types of witness scenarios by means of an agreement measure of coherence. Highlighting the need to (...)
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  • Informação.Frank Thomas Sautter - 2021 - Veritas – Revista de Filosofia da Pucrs 65 (3):e37290.
    Formulações da validade dedutiva clássica costumam recorrer explicitamente a modalidades: por exemplo, um argumento é classicamente dedutivamente válido se, e somente se, necessariamente se as premissas forem verdadeiras, a conclusão também é verdadeira. Não é possível abolir completamente esse apelo ao discurso modal, porque a lógica clássica é o domínio das possibilidades. Não obstante, pode-se, por intermédio de uma semântica informacional, evitar que o usuário da lógica clássica tenha de manipular modalidades, ainda que elas estejam, de algum modo, imbricadas nos (...)
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  • Theory languages in designing artificial intelligence.Pertti Saariluoma & Antero Karvonen - forthcoming - AI and Society:1-10.
    The foundations of AI design discourse are worth analyzing. Here, attention is paid to the nature of theory languages used in designing new AI technologies because the limits of these languages can clarify some fundamental questions in the development of AI. We discuss three types of theory language used in designing AI products: formal, computational, and natural. Formal languages, such as mathematics, logic, and programming languages, have fixed meanings and no actual-world semantics. They are context- and practically content-free. Computational languages (...)
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  • Neural information and the problem of objectivity.Charles Rathkopf - 2017 - Biology and Philosophy 32 (3):321-336.
    A fascinating research program in neurophysiology attempts to quantify the amount of information transmitted by single neurons. The claims that emerge from this research raise new philosophical questions about the nature of information. What kind of information is being quantified? Do the resulting quantities describe empirical magnitudes like those found elsewhere in the natural sciences? In this article, it is argued that neural information quantities have a relativisitic character that makes them distinct from the kinds of information typically discussed in (...)
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  • Probability, explanation, and information.Peter Railton - 1981 - Synthese 48 (2):233 - 256.
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  • Are the Validities of Modal Logic Analytic? Or Analyticity Again, through Information, Proof, Modal Logic and Hintikka.Francesca Poggiolesi - 2015 - Philosophia Scientiae 19:221-243.
    Dans la philosophie de Hintikka la notion d'analyticité occupe une place particulière ; plus précisément, le philosophe finnois distingue deux notions d'analyticité : l'une qui est basée sur la notion d'information, l'autre sur la notion de preuve. Alors que ces deux notions ont été largement utilisées pour étudier la logique propositionnelle et la logique du premier ordre, aucun travail n'a été développé pour la logique modale. Cet article se propose de combler cette lacune et ainsi d'examiner l'analyticité des validités de (...)
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  • Are the Validities of Modal Logic Analytic? Or Analyticity Again, through Information, Proof, Modal Logic and Hintikka.Francesca Poggiolesi - 2015 - Philosophia Scientiae 19:221-243.
    Dans la philosophie de Hintikka la notion d'analyticité occupe une place particulière (e.g., [Hintikka 1973], [Hintikka 2007]) ; plus précisément, le philosophe finnois distingue deux notions d'analyticité : l'une qui est basée sur la notion d'information, l'autre sur la notion de preuve. Alors que ces deux notions ont été largement utilisées pour étudier la logique propositionnelle et la logique du premier ordre, aucun travail n'a été développé pour la logique modale. Cet article se propose de combler cette lacune et ainsi (...)
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  • Making Sense of Sense Containment.Antonio Negro - 2017 - History and Philosophy of Logic 38 (4):364-385.
    Proposition 5.122 of Wittgenstein’s Tractatus has been the source of much puzzlement among interpreters, so much so that no fully satisfactory account is yet available. This is unfortunate, if only because the containment account of logical consequence has a venerable tradition behind it. Pasquale Frascolla’s interpretation of proposition 5.122 is based on a valid argument and one true premise. However, the argument explains sense containment only in an indirect way, leaving some crucial questions unanswered. Besides, Frascolla does not address the (...)
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  • When probabilistic support is inductive.Alberto Mura - 1990 - Philosophy of Science 57 (2):278-289.
    This note makes a contribution to the issue raised in a paper by Popper and Miller (1983) in which it was claimed that probabilistic support is purely deductive. Developing R. C. Jeffrey's remarks, a new general approach to the crucial concept of "going beyond" is here proposed. By means of it a quantitative measure of the inductive component of a probabilistic inference is reached. This proposal leads to vindicating the view that typical predictive probabilistic inferences by enumeration and analogy are (...)
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  • Information Gain and Approaching True Belief.Jonas Clausen Mork - 2015 - Erkenntnis 80 (1):77-96.
    Recent years have seen a renewed interest in the philosophical study of information. In this paper a two-part analysis of information gain—objective and subjective—in the context of doxastic change is presented and discussed. Objective information gain is analyzed in terms of doxastic movement towards true belief, while subjective information gain is analyzed as an agent’s expectation value of her objective information gain for a given doxastic change. The resulting expression for subjective information gain turns out to be a familiar one (...)
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  • Skepticism and Epistemic Closure: Two Bayesian Accounts.Luca Moretti & Tomoji Shogenji - 2017 - International Journal for the Study of Skepticism 7 (1):1-25.
    This paper considers two novel Bayesian responses to a well-known skeptical paradox. The paradox consists of three intuitions: first, given appropriate sense experience, we have justification for accepting the relevant proposition about the external world; second, we have justification for expanding the body of accepted propositions through known entailment; third, we do not have justification for accepting that we are not disembodied souls in an immaterial world deceived by an evil demon. The first response we consider rejects the third intuition (...)
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  • Probability as a Measure of Information Added.Peter Milne - 2012 - Journal of Logic, Language and Information 21 (2):163-188.
    Some propositions add more information to bodies of propositions than do others. We start with intuitive considerations on qualitative comparisons of information added . Central to these are considerations bearing on conjunctions and on negations. We find that we can discern two distinct, incompatible, notions of information added. From the comparative notions we pass to quantitative measurement of information added. In this we borrow heavily from the literature on quantitative representations of qualitative, comparative conditional probability. We look at two ways (...)
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  • The Limits of Measuring Information in Biology: an Ontological Approach.Agustín Mercado-Reyes & Alfonso Arroyo-Santos - 2018 - Biosemiotics 11 (3).
    The concept of biological information, and information in general, usually presupposes a purely quantitative view of reality. Even though actualist quantification has an important place in the description of the world, a nominalistic stance that tries to simplify reality in purely actualist terms inevitably runs into inconsistencies; these inconsistencies have been pointed out by the critical assessments of the notion of biological information. Rather than calling for an abandonment of the informational terminology, we try to rethink information as a part (...)
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  • The relevance of communication theory for theories of representation.Stephen Francis Mann - 2023 - Philosophy and the Mind Sciences 4.
    Prominent views about representation share a premise: that mathematical communication theory is blind to representational content. Here I challenge that premise by rejecting two common misconceptions: that Claude Shannon said that the meanings of signals are irrelevant for communication theory (he didn't and they aren't), and that since correlational measures can't distinguish representations from natural signs, communication theory can't distinguish them either (the premise is true but the conclusion is false; no valid argument can link them).
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  • Consequences of a Functional Account of Information.Stephen Francis Mann - 2020 - Review of Philosophy and Psychology 11 (3):1-19.
    This paper aims to establish several interconnected points. First, a particular interpretation of the mathematical definition of information, known as the causal interpretation, is supported largely by misunderstandings of the engineering context from which it was taken. A better interpretation, which makes the definition and quantification of information relative to the function of its user, is outlined. The first half of the paper is given over to introducing communication theory and its competing interpretations. The second half explores three consequences of (...)
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  • Attribution of Information in Animal Interaction.Stephen Francis Mann - 2018 - Biological Theory 13 (3):164–179.
    This article establishes grounds on which attributions of information and encoding in animal signals are warranted. As common interest increases between evolutionary agents, the theoretical approach best suited to describing their interaction shifts from evolutionary game theory to communication theory, which warrants informational language. The take-home positive message is that in cooperative settings, signals can appropriately be described as transmitting encoded information, regardless of the cognitive powers of signalers. The canonical example is the honeybee waggle dance, which is discussed extensively (...)
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  • Does semantic information need to be truthful?Lundgren Björn - 2019 - Synthese 196 (7):2885-2906.
    The concept of information has well-known difficulties. Among the many issues that have been discussed is the alethic nature of a semantic conception of information. Floridi :197–222, 2004; Philos Phenomenol Res 70:351–370, 2005; EUJAP 3:31–41, 2007; The philosophy of information, Oxford University Press, Oxford, 2011) argued that semantic information must be truthful. In this article, arguments will be presented in favor of an alethically neutral conception of semantic information and it will be shown that such a conception can withstand Floridi’s (...)
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  • Information is intrinsically semantic but alethically neutral.Bruce Raymond Long - 2014 - Synthese 191 (14):3447-3467.
    In this paper I argue that, according to a particular physicalist conception of information, information is both alethically neutral or non-alethic, and is intrinsically semantic. The conception of information presented is physicalist and reductionist, and is contrary to most current pluralist and non-reductionist philosophical opinion about the nature of information. The ontology assumed for this conception of information is based upon physicalist non-eliminative ontic structural realism. However, the argument of primary interest is that information so construed is intrinsically semantic on (...)
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  • What is quantum information?Olimpia Lombardi, Federico Holik & Leonardo Vanni - 2016 - Studies in History and Philosophy of Science Part B: Studies in History and Philosophy of Modern Physics 56:17-26.
    In the present paper we develop different arguments to show that there are no reasons to consider that there exists quantum information as qualitatively different than Shannon information. There is only one kind of information, which can be coded by means of orthogonal or non-orthogonal states. The analogy between Shannon’s theory and Schumacher’s theory is confined to coding theorems. The attempt to extend the analogy beyond this original scope leads to a concept of quantum information that becomes indistinguishable from that (...)
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  • What is Shannon information?Olimpia Lombardi, Federico Holik & Leonardo Vanni - 2016 - Synthese 193 (7):1983-2012.
    Despite of its formal precision and its great many applications, Shannon’s theory still offers an active terrain of debate when the interpretation of its main concepts is the task at issue. In this article we try to analyze certain points that still remain obscure or matter of discussion, and whose elucidation contribute to the assessment of the different interpretative proposals about the concept of information. In particular, we argue for a pluralist position, according to which the different views about information (...)
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  • Deflating the deflationary view of information.Olimpia Lombardi, Sebastian Fortin & Cristian López - 2016 - European Journal for Philosophy of Science 6 (2):209-230.
    Christopher Timpson proposes a deflationary view about information, according to which the term ‘information’ is an abstract noun and, as a consequence, information is not part of the material contents of the world. The main purpose of the present article consists in supplying a critical analysis of this proposal, which will lead us to conclude that information is an item even more abstract than what Timpson claims. From this view, we embrace a pluralist stance that recognizes the legitimacy of different (...)
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  • What Is Physical Information?Roman Krzanowski - 2020 - Philosophies 5 (2):10.
    This paper presents the concept of physical information, and it discusses what physical information is, and how it can be defined. The existence of physical information has been discussed in several studies which recognize that properties of information are characteristic of physical phenomena. That is, information has an objective existence, a lack of meaning, and can be quantified. In addition, these studies recognize how a phenomenon that is denoted as physical information can be expressed as an organization of natural or (...)
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  • An Inquiry Concerning the Persistence of Physical Information.Roman Krzanowski - 2023 - Philosophies 8 (2):41.
    Physical information is a property of nature. How does physical information persist over time? Does it do so as an object, process, or event, which are things considered in the current persistence theories? Physical information is none of these, however, this implies that persistence theories cannot explain the persistence of information. We therefore study the persistence of snowflakes, ephemeral natural structures, to better understand the persistence of natural things, such as physical information. The transitory nature of snowflakes suggests that physical (...)
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  • Bemerkungen zum zweidimensionalen kontinuum induktiver methoden Von J. Hintikka.E. Kronthaler - 1971 - Theory and Decision 1 (4):387-392.
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  • What Is the Point of Confirmation?Franz Huber - 2005 - Philosophy of Science 72 (5):1146-1159.
    Philosophically, one of the most important questions in the enterprise termed confirmation theory is this: Why should one stick to well confirmed theories rather than to any other theories? This paper discusses the answers to this question one gets from absolute and incremental Bayesian confirmation theory. According to absolute confirmation, one should accept ''absolutely well confirmed'' theories, because absolute confirmation takes one to true theories. An examination of two popular measures of incremental confirmation suggests the view that one should stick (...)
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  • Assessing theories, Bayes style.Franz Huber - 2008 - Synthese 161 (1):89-118.
    The problem addressed in this paper is “the main epistemic problem concerning science”, viz. “the explication of how we compare and evaluate theories [...] in the light of the available evidence” (van Fraassen, BC, 1983, Theory comparison and relevant Evidence. In J. Earman (Ed.), Testing scientific theories (pp. 27–42). Minneapolis: University of Minnesota Press). Sections 1– 3 contain the general plausibility-informativeness theory of theory assessment. In a nutshell, the message is (1) that there are two values a theory should exhibit: (...)
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  • Does information inform confirmation?Colin Howson - 2016 - Synthese 193 (7):2307-2321.
    In a recent survey of the literature on the relation between information and confirmation, Crupi and Tentori claim that the former is a fruitful source of insight into the latter, with two well-known measures of confirmation being definable purely information-theoretically. I argue that of the two explicata of semantic information which are considered by the authors, the one generating a popular Bayesian confirmation measure is a defective measure of information, while the other, although an admissible measure of information, generates a (...)
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  • Information, information systems, information society: interpretations and implications.Wolfgang Hesse, Dirk Müller & Aaron Ruß - 2008 - Poiesis and Praxis 5 (3-4):159-183.
    The term information has become a universal and omnipresent keyword in almost all areas of our modern world—be it in science or society in general. This is not only obvious from the naming of whole scientific branches like Information Theory, Information Science or Informatics but even more from common speaking—characterising our present time and society as information age viz. information society. However, what information might mean, is by no means clear and there is a wide range of interpretations covering, among (...)
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  • A Computational Definition of 'Consilience'.José Hernandez-Orallo - 1998 - Philosophica 61 (1):19-37.
    This paper defines in a formal and computational way the notion of ‘consilience’, a term introduced by Whewell in 1847 for the evaluation of scientific theories. Informally, as has been used to date, a model or theory is ‘consilient’ if it is predictive, explanatory and unifies the evide-nce. Centred in a constructive framework, where new terms can be intro-duced, we essay a formalisation of the idea of unification based on the avoidance of ‘sepa-ration’. However, it is soon manifest that this (...)
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  • Lakatos's criticism of Carnapian inductive logic was mistaken.Teddy Groves - 2016 - Journal of Applied Logic 14:3-21.
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  • Corroboration, explanation, evolving probability, simplicity and a sharpened razor.I. J. Good - 1968 - British Journal for the Philosophy of Science 19 (2):123-143.
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  • Information and Explanatory Goodness.David H. Glass - forthcoming - Erkenntnis:1-14.
    I propose a qualitative Bayesian account of explanatory goodness that is analogous to the Bayesian account of incremental confirmation. This is achieved by means of a complexity criterion according to which an explanation h is good if the reduction in the complexity of the explanandum e brought about by h (the explanatory gain) is greater than the additional complexity introduced by h in the context of e (the explanatory cost). To illustrate the account, I apply it in the context of (...)
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  • On Falsifiable Statistical Hypotheses.Konstantin Genin - 2022 - Philosophies 7 (2):40.
    Popper argued that a statistical falsification required a prior methodological decision to regard sufficiently improbable events as ruled out. That suggestion has generated a number of fruitful approaches, but also a number of apparent paradoxes and ultimately, no clear consensus. It is still commonly claimed that, since random samples are logically consistent with all the statistical hypotheses on the table, falsification simply does not apply in realistic statistical settings. We claim that the situation is considerably improved if we ask a (...)
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  • Semiosis and Information: Meeting the Challenge of Information Science to Post-Reductionist Biosemiotics.Arran Gare - 2020 - Biosemiotics 13 (3):327-346.
    The concept of information and its relation to biosemiotics is a major area of contention among biosemioticians. Biosemioticians influenced by von Uexküll, Sebeok, Bateson and Peirce are critical of the way the concept as developed in information science has been applied to biology, while others believe that for biosemiotics to gain acceptance it will have to embrace information science and distance biosemiotics from Peirce’s philosophical work. Here I will defend the influence of Peirce on biosemiotics, arguing that information science and (...)
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  • Explanatory and Creative Alternatives to the MDL priciple.Ismael García-Varea & José Hernández-Orallo - 2000 - Foundations of Science 5 (2):185-207.
    The Minimum Description Length principle is the modernformalisation of Occam's razor. It has been extensively and successfullyused in machine learning, especially for noisy and long sources ofdata. However, the MDL principle presents some paradoxes andinconveniences. After discussing all these, we address two of the mostrelevant: lack of explanation and lack of creativity. We present newalternatives to address these problems. The first one, intensionalcomplexity, avoids extensional parts in a description, so distributingcompression ratio in a more even way than the MDL principle. (...)
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  • Information in Explaining Cognition: How to Evaluate It?Nir Fresco - 2022 - Philosophies 7 (2):28.
    The claims that “The brain processes information” or “Cognition is information processing” are accepted as truisms in cognitive science. However, it is unclear how to evaluate such claims absent a specification of “information” as it is used by neurocognitive theories. The aim of this article is, thus, to identify the key features of information that information-based neurocognitive theories posit. A systematic identification of these features can reveal the explanatory role that information plays in specific neurocognitive theories, and can, therefore, be (...)
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  • Information and Veridicality: Information Processing and the Bar-Hillel/Carnap Paradox.Nir Fresco & Michaelis Michael - 2016 - Philosophy of Science 83 (1):131-151.
    Floridi’s Theory of Strongly Semantic Information posits the Veridicality Thesis. One motivation is that it can serve as a foundation for information-based epistemology being an alternative to the tripartite theory of knowledge. However, the Veridicality thesis is false, if ‘information’ is to play an explanatory role in human cognition. Another motivation is avoiding the so-called Bar-Hillel/Carnap paradox. But this paradox only seems paradoxical, if ‘information’ and ‘informativeness’ are synonymous, logic is a theory of inference, or validity suffices for rational inference; (...)
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  • A Note on Saying Nothing and Saying More in the Tractatus.Pasquale Frascolla - 2018 - History and Philosophy of Logic 39 (2):135-139.
    On the basis of an analysis of the relevant parts of Tractatus logico-philosophicus, a definition of the property of saying something, and of the obviously correlated property of saying nothing, is given. By applying that definition, both tautologies and contradictions are sanctioned as saying nothing, as lacking sense, in full agreement with Wittgenstein's explicit statements. On the other hand, a recent systematic attempt by A. Negro to extract from the Tractatus a criterion for sense containment and a criterion for saying (...)
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  • A Pluralist View about Information.Olimpia Lombardi, Sebastian Fortin & Leonardo Vanni - 2015 - Philosophy of Science 82 (5):1248-1259.
    Focusing on Shannon information, this article shows that, even on the basis of the same formalism, there may be different interpretations of the concept of information, and that disagreements may be deep enough to lead to very different conclusions about the informational characterization of certain physical situations. On this basis, a pluralist view is argued for, according to which the concept of information is primarily a formal concept that can adopt different interpretations that are not mutually exclusive, but each useful (...)
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