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First-Order Logic
INF5390 – Kunstig intelligens First-Order Logic Roar Fjellheim Outline Logical commitments First-order logic First-order inference Resolution rule Reasoning systems Summary Extracts from AIMA Chapter 8: First-Order Logic Chapter 9: Inference in First-Order Logic INF5390-AI-05 First-Order Logic 2 From propositonal to first-order logic Features of propositional logic: + Declarative + Compositional + ”Possible-world” semantics - Lacks expressiveness First-order logic: Extends propositional logic Keeps good features Adds expressiveness INF5390-AI-05 First-Order Logic 3 First-order logic First-order logic is based on “common sense” or linguistic concepts: Objects: people, houses, numbers, .. Properties: tall, red, .. Relations: brother, bigger than, .. Functions: father of, roof of, .. Variables: x, y, .. (takes objects as values) First-order logic is the most important and best understood logic in philosophy, mathematics, and AI INF5390-AI-05 First-Order Logic 4 Logic “commitments” Ontological commitment Ontology - in philosophy, the study of “what is” What are the underlying assumptions of the logic with respect to the nature of reality Epistemological commitment Epistemology - in philosophy, the study of “what can be known” What are the underlying assumptions of the logic with respect to the nature of what the agent can know INF5390-AI-05 First-Order Logic 5 Commitments of some logic languages Language Ontological Epistemological Commitment Commitment Propositional logic Facts True/false/unknown First-order logic -
Russellians Can Have a No Proposition View of Empty Names
King’s Research Portal DOI: 10.1080/0020174X.2017.1372307 Document Version Peer reviewed version Link to publication record in King's Research Portal Citation for published version (APA): Hodgson, T. (2018). Russellians can have a no proposition view of empty names. Inquiry, 61(7), 670-691. https://doi.org/10.1080/0020174X.2017.1372307 Citing this paper Please note that where the full-text provided on King's Research Portal is the Author Accepted Manuscript or Post-Print version this may differ from the final Published version. If citing, it is advised that you check and use the publisher's definitive version for pagination, volume/issue, and date of publication details. And where the final published version is provided on the Research Portal, if citing you are again advised to check the publisher's website for any subsequent corrections. General rights Copyright and moral rights for the publications made accessible in the Research Portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognize and abide by the legal requirements associated with these rights. •Users may download and print one copy of any publication from the Research Portal for the purpose of private study or research. •You may not further distribute the material or use it for any profit-making activity or commercial gain •You may freely distribute the URL identifying the publication in the Research Portal Take down policy If you believe that this document breaches copyright please contact [email protected] providing details, and we will remove access to the work immediately and investigate your claim. -
Ontological Commitment of Natural Language Semantics
Ontological Commitment of Natural Language Semantics MSc Thesis (Afstudeerscriptie) written by Viktoriia Denisova (born July, 23d 1986 in Kustanay, Kazakhstan) under the supervision of Prof. Dr. Martin Stokhof, and submitted to the Board of Examiners in partial fulfillment of the requirements for the degree of MSc in Logic at the Universiteit van Amsterdam. Date of the public defense: Members of the Thesis Committee: March, 23d 2012 Prof. Dr. Martin Stokhof Prof. Dr. Frank Veltman Dr. Paul Dekker Contents Acknowledgments v Abstract vi Introduction 1 1 Quine's Ontological Criterion 5 1.1 Why do we need to define the criterion of ontological commitment? 5 1.2 Why do we operate on the semantic level when talking about on- tology? . 13 1.3 What does Quine's ontological criterion bring to semantics? . 15 1.4 What is the role of logic in determination of the ontological com- mitment? . 17 1.5 Concluding remarks . 19 2 Critique of the Ontological Criterion 21 2.1 Hodges on the philosophical importance of ontological commitment 21 2.2 Evaluation of Hodges's exposition . 25 2.3 Beyond the semantics of standard first-order logic . 27 2.3.1 The difficulties concerning first-order regimentation . 27 2.3.2 Regimentation of the sentences that contain plurals . 30 2.3.3 Regimentation of modals . 31 2.4 Evaluation of Rayo's exposition . 33 3 Ontological commitment within possible worlds semantics 35 3.1 The reasons to consider ontological commitment in intensional lan- guage . 35 3.2 Ontological commitment for proper names . 37 3.3 Natural kind terms . -
Truths Containing Empty Names Michael Mckinsey
In Philosophical Approaches to Proper Names, P. Stalmaszczyk and L. Fernández Moreno (eds.).Peter Lang, 2016. Truths Containing Empty Names Michael McKinsey 1. A problem for direct reference. According to the thesis of Direct Reference (or the DR-thesis for short), the propositions expressed by sentences containing the proper names and indexical pronouns of natural language are a strict function of the semantic referents of the names and indexicals, as opposed to being a function of any Fregean descriptive senses or contents that the names and indexicals might be alleged to possess.1 Another way of expressing this idea is to say that the sole semantic contribution that a proper name or indexical can make to the propositions expressed by sentences containing the term is the term’s semantic referent. Bertrand Russell called terms of this sort ‘names in the logical sense’ (1918, 201). I will call them ‘genuine terms’. Following standard practice, I will call the propositions expressed by sentences containing genuine terms, ‘singular propositions’. Like many others, I endorse the DR-thesis. In my case, the primary reason for endorsing the thesis lies in the modal considerations first briefly introduced by John Searle (1958) and later clarified and forcefully applied by Saul Kripke (1972a), considerations which show that proper names do not have the meanings of contingent definite descriptions. David Kaplan (1989) raised related points to support the conclusion that indexical pronouns are also genuine terms. In recent work I have argued at some length that the DR-thesis entails both that (a) a sentence containing a non-referring name or indexical can express no proposition, and hence that (b) such sentences can have no truth value, that is, can be neither true or false. -
Empty Names, Fictional Names, Mythical Names
NOUS^ 39:4 (2005) 596–631 Empty Names, Fictional Names, Mythical Names DAVID BRAUN University of Rochester John Stuart Mill (1843) thought that proper names denote individuals and do not connote attributes. Contemporary Millians agree, in spirit. We hold that the semantic content of a proper name is simply its referent. We also think that the semantic content of a declarative sentence is a Russellian structured proposition whose constituents are the semantic contents of the sentence’s constituents.1 This proposition is what the sentence semantically expresses. Therefore, we think that sentences containing proper names semantically express singular proposi- tions, which are propositions having individuals as constituents. For instance, the sentence ‘George W. Bush is human’ semantically expresses a proposition that has Bush himself as a constituent. Call this theory Millianism.2 Many philosophers initially find Millianism quite appealing, but find it much less so after considering its many apparent problems. Among these problems are those raised by non-referring names, which are sometimes (tendentiously) called empty names.3 Plausible examples of empty names include certain names from fiction, such as ‘Sherlock Holmes’, which I shall call fictional names, and certain names from myth and false scientific theory, such as ‘Pegasus’ and ‘Vulcan’, which I shall call mythical names.4 I have defended Millianism from objections concerning empty names in previous work (Braun [1993]). In this paper, I shall re-present those objec- tions, along with some new ones. I shall then describe my previous Millian theory of empty names, and my previous replies to the objections, and consider whether the theory or replies need revision. -
Formalizing Ontological Commitments
From: AAAI-94 Proceedings. Copyright © 1994, AAAI (www.aaai.org). All rights reserved. Formalizing Ontological Commitments Nicola Guarino Massimiliano Carrara Pierdaniele Giaretta LADSEB-CNR, National Research Council, Viale Ungheria, 43a Institute of History of Philosophy, Corso Stati Uniti, 4 I-37046 Minerbe (VR) University of Padova, I-35127 Padova, Italy Italy Piazza Capitaniato, 3 [email protected] I-35100 Padova, Italy Abstract purposes, since we want to include in the commitment Formalizing the ontological commitment of a logical lan- some basic assumptions and distinctions presupposed by guage means offering a way to specify the intended meaning the theory. of its vocabulary by constraining the set of its models, giv- In the AI community, the above position is at the basis ing explicit information about the intended nature of the of current projects for knowledge sharing and reuse modelling primitives and their a priori relationships. We (Neches et al. 1991). In the knowledge acquisition litera- present here a formal definition of ontological commitment ture, the notion of ontological commitment has been intro- which aims to capture the very basic ontological assump- duced by Gruber (1993-1994) as an agreement to use a tions about the intended domain, related to issues such as sli,ared vocabukary specification: such a specification is a identity and internal structure. To tackle such issues, a set of terminological ‘axioms, <and ontological commitment modal framework endowed with mereo-topological primi- amounts to syntactical consistency with such axioms. This tives has been adopted. The paper is mostly based on a re- syntactical notion does not fit our intuitions, since it seems visitation of philosophical (and linguistic) literature in the natural to allow two different vocabularies (using English perspective of knowledge representation. -
DOES FREGE HAVE a PROBLEM with EMPTY NAMES? by Hans Robin Solberg
DOES FREGE HAVE A PROBLEM WITH EMPTY NAMES? By Hans Robin Solberg hink about the following two identity statements: flexivity of identity), while the second is not and might T carry new information. This is because although ‘Afla’ and (1)Darth Vader = Anakin Skywalker. ‘Ateb’ name the same mountain (the reference), they are (2)Darth Vader = Robin Hood. also names of two different modes of presentation of the mountain. It has been argued that on this picture senses are depen- Intuitively, given the universe of Star Wars and the story dent on the objects that are given (e.g. Evans 1982:12–13, of Robin Hood, (1) is true and (2) is false. Also, asserting 22–33). The argument goes something like this: If sense these sentences in a conversation could, very plausibly, is the way a reference is presented to us, then if there is create either agreement or disagreement. And if I were to no reference there is no way it can be presented to us, i.e. assert (2), someone correcting me on my mistake about there is no sense. Empty names lack reference. So, empty Robin Hood would be right in doing so. names have no sense. In this text I’ll show that Frege’s account of empty na- This wouldn’t be a problem for Frege if he claimed that mes is at odds with the intuitive understanding and use there is no sense without reference, but he repeatedly does. sketched above.1 The text contains four parts. Part I deals For Frege, a sense is meant to be independent4 both of with Frege’s account of sense and reference. -
Backwaters of Ontology: the Special Composition Question and Its
Backwaters of Ontology: The Special Composition Question and Its Discontents BY JANELLE DERSTINE A dissertation submitted to the Graduate School—New Brunswick Rutgers, The State University of New Jersey in partial fulfillment of the requirements for the degree of Doctor of Philosophy Graduate Program in Philosophy Written under the direction of Dean Zimmerman and approved by ___________________________ ___________________________ ___________________________ ____________________________ New Brunswick, NJ October 2014 ABSTRACT OF THE DISSERTATION Backwaters of Ontology: The Special Composition Question and its Discontents by JANELLE DERSTINE Dissertation Director: Dean Zimmerman The goal of the present work is to explore a wide variety of answers to the so- called special composition question (hereafter SCQ), which asks, given some things, the Xs, when is it that the Xs are some one thing, rather than many? For instance, given some pieces of wood, e.g., the wood (and perhaps other materials things like epoxy) compose a canoe? As with the aforementioned cases, it seems obvious that sometimes, e.g., some lumber composes a fence, some molecules compose an organism, or some quantities of alcohol compose a martini. In other situations, it seems questionable whether there is anything one could do to make some things compose another thing. For instance, is there anything one could do to make two persons and an apple pie compose one thing, some single thing such that it is two parts person and one part pie? As a rather famous example of the latter “strange kind,” David Lewis postulates “fusions” of such disparate and ii heterogeneous things as “trout-turkeys,” composed of the front half of a turkey and back half of a trout. -
Review of "Bertrand Russell's Early Philosophy
New work on Russell's early philosophy by Nicholas Griffin Bertrand Russell's Early Philosophy, Part n. Edited by Jaakko Hintikka. Synthese, vol. 46, no. 2 (Feb. 1981). Pp. 136. US$23.o0. THE SECOND PART ofSynthese's special "early Russell" number contains seven papers: by Pears ("The Function of Acquaintance in Russell's Philosophy"), Hintikka ("On Denoting What?"), Cappio ("Russell's Philosophical Development"), Lycan ("Logical Atomism and Ontologi cal Atoms"), Clark ("Acquaintance"), Coffa ("Russell and Kant") and Grandy ("Forms of Belief"), together with a reply to Coffa's paper by Hintikka. The papers in this volume all belong to the field of general philosophy (metaphysics, epistemology), compared with those pub lished in Part I, which tend to concentrate on philosophy of logic and mathematics. The concept of acquaintance figures prominently-two of the papers are explicitly on the topic and in four more it is treated inter alia. The only real exception to this wave of interest in acquaintance is Coffa's paper which deals with the nature of Russell's logicism and its alleged refutation of Kant's philosophy of mathematics. The volume is both useful and extremely interesting. Most of the papers are very well done, though some of the interpretations stray far from the texts. In this review I shall concentrate on some issues concerning semantics and acquaintance, and offer some critici3ms of Coffa's account of Russell's early (19°3) logicism. Needless to say, much of interest will have to be left unnoticed. 1. Semantics and ontology The title ofCappio's paper is seriously misleading since the paper deals essentially with the durability in Russell's thought of the semantical theory of The Principles ofMathematics. -
A Nominalist's Dilemma and Its Solution
A Nominalist’s Dilemma and its Solution 2 Abstract Current versions of nominalism in the philosophy of mathemat- ics have the benefit of avoiding commitment to the existence of A Nominalist’s Dilemma and its Solution∗ mathematical objects. But this comes with a cost: to avoid com- mitment to mathematical entities, nominalists cannot take math- ematical theories literally, and so, they seem unable to accommo- Ot´avio Bueno date mathematical practice. In a recent work, Jody Azzouni has Department of Philosophy challenged this conclusion, by formulating a nominalist view that University of South Carolina doesn’t have this cost (Azzouni 2004). In this paper, we argue that, as it stands, Azzouni’s proposal doesn’t yet succeed. It faces Columbia, SC 29208 a dilemma to the effect that either the view isn’t nominalist or it [email protected] fails to take mathematics literally. So, in the end, it still doesn’t do justice to mathematical practice. After presenting the dilemma, we suggest a solution which the nominalist should be able to accept. and 1. Introduction Edward N. Zalta Center for the Study of Language and Information According to nominalism about mathematics, mathematical objects don’t Stanford University exist or, at least, they need not be taken to exist for us to make sense Stanford, CA 94305 of mathematics. While nominalism has the prima facie benefit of not [email protected] assuming the existence of mathematical objects, current nominalist in- terpretations face the problem of not being able to take mathematical theories literally. Typically, such theories have to be rewritten or, at least, reinterpreted in a nominalistically acceptable way, so as to avoid commitment to mathematical objects. -
3.4 Knowledge Representation
THÈSE Pour l’obtention du grade de DOCTEUR de l’UNIVERSITÉ DE TECHNOLOGIE DE TROYES Spécialité: Systèmes Socio Techniques (SST) Equipe de Tech-CICO Présentée et soutenue par Amer EZOJI le 10 Septembre 2019 DOTK: territorial ontology as a tool to help the industries for sustainable development JURY Laurent GENESTE Professeur des universités à l’ENIT Rapporteur Davy MONTICOLO Maître de conférence-HDR à l’ENSGSI Rapporteur Junbeum KIM Professeur associé à l’UTT Examinateur Andrea RAGGI Professore ordinario à l’Università degli Studi G.d’Annunzio Examinateur Nada MATTA Professeure de l’UTT-HDR Directrice de thèse DOTK: territorial ontology as a tool to help the industries for sustainable development Abstract : The growing attention given to sustainable development is encouraging companies to integrate sustainability issues into their activities. To increase the performance of this integration, sustainable aspects should be embedded at all corporate hierarchical levels (strategy, tactic & operation). Regarding the increasing role of the territorial resources, lack of knowledge about the territory’s feature is a barrier to searching the possible concepts for sustainability’s goal. The aim of carried out research in this thesis is to help the hierarchical level in order to increase their knowledge about their territorial resources to integrate this knowledge into their activities for sustainability. For this purpose, territorial ontologies can facilitate territorial knowledge sharing and increase sustainable performances. So, a Descriptive Ontology for Territorial Knowledge (DOTK) is proposed. Then, DOTK ontology is applied in a real case to identify the resources of specific territory. Moreover, it is demonstrated which entities of DOTK can extract the resources of each territory to help sustainable development of industries and territory. -
In Formal Ontology in Conceptual Analysis and Knowledge
In International Journal Human-Computer Studies 43, p.907-928. Substantial revision of paper presented at the International Workshop on Formal Ontology, March, 1993, Padova, Italy. Available as Technical Report KSL 93-04, Knowledge Systems Laboratory, Stanford University. Toward Principles for the Design of Ontologies Used for Knowledge Sharing Revision: August 23, 1993 Thomas R. Gruber Stanford Knowledge Systems Laboratory 701 Welch Road, Building C Palo Alto, CA 94304 [email protected] Recent work in Artificial Intelligence is exploring the use of formal ontologies as a way of specifying content-specific agreements for the sharing and reuse of knowledge among software entities. We take an engineering perspective on the development of such ontologies. Formal ontologies are viewed as designed artifacts, formulated for specific purposes and evaluated against objective design criteria. We describe the role of ontologies in supporting knowledge sharing activities, and then present a set of criteria to guide the development of ontologies for these purposes. We show how these criteria are applied in case studies from the design of ontologies for engineering mathematics and bibliographic data. Selected design decisions are discussed, and alternative representation choices and evaluated against the design criteria. Keywords: ontology, knowledge sharing, ontology design, ontological commitment, Knowledge Interchange Format, measurement theory 1. Introduction Several technical problems stand in the way of shared, reusable knowledge-based software. Like conventional applications, knowledge-based systems are based on heterogeneous hardware platforms, programming languages, and network protocols. However, knowledge-based systems pose special requirements for interoperability. Such systems operate on and communicate using statements in a formal knowledge representation.