Results for 'Latent semantic analysis'

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  1. Using Latent Semantic Analysis for Extractive Summarization.Kirill Kireyev - 2008 - Analysis:1-4.
    In this paper, we use simple techniques derived from on Latent Semantic Analysis (LSA) to provide a simple and robust way of generating extractive summaries for TAC 2008 Update Summarization task.
     
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  2.  58
    Latent semantic analysis (LSA), a disembodied learning machine, acquires human word meaning vicariously from language alone.Thomas K. Landauer - 1999 - Behavioral and Brain Sciences 22 (4):624-625.
    The hypothesis that perceptual mechanisms could have more representational and logical power than usually assumed is interesting and provocative, especially with regard to brain evolution. However, the importance of embodiment and grounding is exaggerated, and the implication that there is no highly abstract representation at all, and that human-like knowledge cannot be learned or represented without human bodies, is very doubtful. A machine-learning model, Latent Semantic Analysis (LSA) that closely mimics human word and passage meaning relations is (...)
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  3.  49
    Tracing semantic change with latent semantic analysis.Eyal Sagi, Stefan Kaufmann & Brady Clark - 2011 - In Kathryn Allan & Justyna A. Robinson (eds.), Current Methods in Historical Semantics. De Gruyter Mouton. pp. 73--161.
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  4. A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge.Thomas K. Landauer & Susan T. Dumais - 1997 - Psychological Review 104 (2):211-240.
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  5.  28
    Tracking latent domain structures: An integration of pathfinder and Latent Semantic Analysis[REVIEW]Chaomei Chen - 1997 - AI and Society 11 (1-2):48-62.
    Standard psychological scaling methods have been widely used as knowledge elicitation tools to uncover structural characteristics of a given domain. However, these methods traditionally rely on relatedness ratings from human experts, which is often time-consuming and tedious. We describe an integrated approach to knowledge elicitation and representation using Latent Semantic Analysis and Pathfinder Network Scaling techniques. The semantic structure of a subject domain can be automatically characterised from a collection of published documents in the domain. The (...)
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  6. Investigation on how to improve latent semantic analysis performance.Thao Doan - 2003 - Inquiry: The University of Arkansas Undergraduate Research Journal 4.
     
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  7.  3
    MOWDOC: A Dataset of Documents From Taking the Measure of Work for Building a Latent Semantic Analysis Space.Kim F. Nimon - 2021 - Frontiers in Psychology 11.
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  8.  58
    The interpretation of dream meaning: Resolving ambiguity using Latent Semantic Analysis in a small corpus of text.Edgar Altszyler, Sidarta Ribeiro, Mariano Sigman & Diego Fernández Slezak - 2017 - Consciousness and Cognition 56:178-187.
  9. The Semantics Latent in Shannon Information.M. C. Isaac Alistair - 2019 - British Journal for the Philosophy of Science 70 (1):103-125.
    The lore is that standard information theory provides an analysis of information quantity, but not of information content. I argue this lore is incorrect, and there is an adequate informational semantics latent in standard theory. The roots of this notion of content can be traced to the secret parallel development of an information theory equivalent to Shannon’s by Turing at Bletchley Park, and it has been suggested independently in recent work by Skyrms and Bullinaria and Levy. This paper (...)
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  10.  19
    Emotional Valence Precedes Semantic Maturation of Words: A Longitudinal Computational Study of Early Verbal Emotional Anchoring.José Á Martínez-Huertas, Guillermo Jorge-Botana & Ricardo Olmos - 2021 - Cognitive Science 45 (7):e13026.
    We present a longitudinal computational study on the connection between emotional and amodal word representations from a developmental perspective. In this study, children's and adult word representations were generated using the latent semantic analysis (LSA) vector space model and Word Maturity methodology. Some children's word representations were used to set a mapping function between amodal and emotional word representations with a neural network model using ratings from 9‐year‐old children. The neural network was trained and validated in the (...)
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  11.  51
    Computational Exploration of Metaphor Comprehension Processes Using a Semantic Space Model.Akira Utsumi - 2011 - Cognitive Science 35 (2):251-296.
    Recent metaphor research has revealed that metaphor comprehension involves both categorization and comparison processes. This finding has triggered the following central question: Which property determines the choice between these two processes for metaphor comprehension? Three competing views have been proposed to answer this question: the conventionality view (Bowdle & Gentner, 2005), aptness view (Glucksberg & Haught, 2006b), and interpretive diversity view (Utsumi, 2007); these views, respectively, argue that vehicle conventionality, metaphor aptness, and interpretive diversity determine the choice between the categorization (...)
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  12.  43
    Semantic grounding in models of analogy: an environmental approach.Michael Ramscar & Daniel Yarlett - 2003 - Cognitive Science 27 (1):41-71.
    Empirical studies indicate that analogy consists of two main processes: retrieval and mapping. While current theories and models of analogy have revealed much about the mainly structural constraints that govern the mapping process, the similarities that underpin the correspondences between individual representational elements and drive retrieval are understood in less detail. In existing models symbol similarities are externally defined but neither empirically grounded nor theoretically justified. This paper introduces a new model (EMMA: the environmental model of analogy) which relies on (...)
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  13.  7
    Culture Blind Leadership Research: How Semantically Determined Survey Data May Fail to Detect Cultural Differences.Jan Ketil Arnulf & Kai R. Larsen - 2020 - Frontiers in Psychology 11:487924.
    Likert-scale surveys are frequently used in cross-cultural studies on leadership. Recent publications using digital text algorithms raise doubt about the source of variation in statistics from such studies to the extent that they are semantically driven. The Semantic Theory of Survey Response (STSR) predicts that in the case of semantically determined answers, the response patterns may also be predictable across languages. The Multifactor Leadership Questionnaire (MLQ) was applied to 11 different ethnic samples in English, Norwegian, German, Urdu and Chinese. (...)
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  14. Redundancy in Perceptual and Linguistic Experience: Comparing Feature-Based and Distributional Models of Semantic Representation.Brian Riordan & Michael N. Jones - 2011 - Topics in Cognitive Science 3 (2):303-345.
    Abstract Since their inception, distributional models of semantics have been criticized as inadequate cognitive theories of human semantic learning and representation. A principal challenge is that the representations derived by distributional models are purely symbolic and are not grounded in perception and action; this challenge has led many to favor feature-based models of semantic representation. We argue that the amount of perceptual and other semantic information that can be learned from purely distributional statistics has been underappreciated. We (...)
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  15. On the proper treatment of semantic systematicity.Robert F. Hadley - 2004 - Minds and Machines 14 (2):145-172.
    The past decade has witnessed the emergence of a novel stance on semantic representation, and its relationship to context sensitivity. Connectionist-minded philosophers, including Clark and van Gelder, have espoused the merits of viewing hidden-layer, context-sensitive representations as possessing semantic content, where this content is partially revealed via the representations'' position in vector space. In recent work, Bodén and Niklasson have incorporated a variant of this view of semantics within their conception of semantic systematicity. Moreover, Bodén and Niklasson (...)
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  16.  34
    The Promotion of a Bright Future and the Prevention of a Dark Future: Time Anchored Incitements in News Articles and Facebook’s Status Updates.Danilo Garcia, Karl Drejing, Clara Amato, Michal Kosinski & Sverker Sikström - 2018 - Frontiers in Psychology 9:367181.
    Background: Research suggests that humans have the tendency to increase the valence of events when these are imagined to happen in the future, but to decrease the valence when the same events are imagined to happen in the past. This line of research, however, has mostly been conducted by asking participants to value imagined, yet probable, events. Our aim was to re-examine this time-valence asymmetry using real-life data: a Reuter’s news and a Facebook status updates corpus. Method: We organized the (...))
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  17.  15
    The promise and pitfall of automated text-scaling techniques for the analysis of jurisprudential change.Arthur Dyevre - 2020 - Artificial Intelligence and Law 29 (2):239-269.
    I consider the potential of eight text-scaling methods for the analysis of jurisprudential change. I use a small corpus of well-documented German Federal Constitutional Court opinions on European integration to compare the machine-generated scores to scholarly accounts of the case law and legal expert ratings. Naive Bayes, Word2Vec, Correspondence Analysis and Latent Semantic Analysis appear to perform well. Less convincing are the performance of Wordscores, ML Affinity and lexicon-based sentiment analysis. While both the high-dimensionality (...)
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  18.  31
    “The Brain Is the Prisoner of Thought”: A Machine-Learning Assisted Quantitative Narrative Analysis of Literary Metaphors for Use in Neurocognitive Poetics.Arthur M. Jacobs & Annette Kinder - 2017 - Metaphor and Symbol 32 (3):139-160.
    Two main goals of the emerging field of neurocognitive poetics are the use of more natural and ecologically valid stimuli, tasks and contexts and providing methods and models allowing to quantify distinctive features of verbal materials used in such tasks and contexts and their effects on readers responses. A natural key element of poetic language, metaphor, still is understudied insofar as relatively little empirical research looked at literary or poetic metaphors. An exception is Katz et al.’s corpus of 204 literary (...)
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  19.  51
    Language Encodes Geographical Information.Max M. Louwerse & Rolf A. Zwaan - 2009 - Cognitive Science 33 (1):51-73.
    Population counts and longitude and latitude coordinates were estimated for the 50 largest cities in the United States by computational linguistic techniques and by human participants. The mathematical technique Latent Semantic Analysis applied to newspaper texts produced similarity ratings between the 50 cities that allowed for a multidimensional scaling (MDS) of these cities. MDS coordinates correlated with the actual longitude and latitude of these cities, showing that cities that are located together share similar semantic contexts. This (...)
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  20.  21
    Language Use and Coalition Formation in Multiparty Negotiations.Eyal Sagi & Daniel Diermeier - 2017 - Cognitive Science 41 (1):n/a-n/a.
    The alignment of bargaining positions is crucial to a successful negotiation. Prior research has shown that similarity in language use is indicative of the conceptual alignment of interlocutors. We use latent semantic analysis to explore how the similarity of language use between negotiating parties develops over the course of a three-party negotiation. Results show that parties that reach an agreement show a gradual increase in language similarity over the course of the negotiation. Furthermore, reaching the most financially (...)
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  21.  18
    Predication.Walter Kintsch - 2001 - Cognitive Science 25 (2):173-202.
    In Latent Semantic Analysis (LSA) the meaning of a word is represented as a vector in a high‐dimensional semantic space. Different meanings of a word or different senses of a word are not distinguished. Instead, word senses are appropriately modified as the word is used in different contexts. In N‐VP sentences, the precise meaning of the verb phrase depends on the noun it is combined with. An algorithm is described to adjust the meaning of a predicate (...)
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  22.  13
    Research on Chinese Consumers’ Attitudes Analysis of Big-Data Driven Price Discrimination Based on Machine Learning.Jun Wang, Tao Shu, Wenjin Zhao & Jixian Zhou - 2022 - Frontiers in Psychology 12:803212.
    From the end of 2018 in China, the Big-data Driven Price Discrimination (BDPD) of online consumption raised public debate on social media. To study the consumers’ attitude about the BDPD, this study constructed a semantic recognition frame to deconstruct the Affection-Behavior-Cognition (ABC) consumer attitude theory using machine learning models inclusive of the Labeled Latent Dirichlet Allocation (LDA), Long Short-Term Memory (LSTM), and Snow Natural Language Processing (NLP), based on social media comments text dataset. Similar to the questionnaires published (...)
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  23. Latent Structural Analysis for Measures of Character Strengths: Achieving Adequate Fit.Hyemin Han & Robert E. McGrath - forthcoming - Current Psychology.
    The VIA Classification of Strengths and Virtues is the most commonly used model of positive personality. In this study, we used two methods of model modification to develop models for two measures of the character strengths, the VIA Inventory of Strengths-Revised and the Global Assessment of Character Strengths. The first method consisted of freeing residual covariances based on modification indices until good fit was achieved. The second was residual network modeling (RNM), which frees residual partial correlations while minimizing a function (...)
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  24. Semantic analysis: a practical introduction.Cliff Goddard - 1998 - New York: Oxford University Press.
    Semantic Analysis is a lively and clearly written introduction to the study of meaning in language and to the language-culture connection. Goddard covers traditional and contemporary issues and approaches with the relationship between semantics, conceptualization, and culture as a key theme. He also details a number of case studies that draw on a wide range of material from non-Indo-European languages, particularly Australian Aboriginal languages and Malay, on which the author is an authority.
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  25. Semantic analysis of wh-complements.Jeroen Groenendijk & Martin Stokhof - 1982 - Linguistics and Philosophy 5 (2):175 - 233.
    This paper presents an analysis of wh-complements in Montague Grammar. We will be concerned primarily with semantics, though some remarks on syntax are made in Section 4. Questions and wh-comple ments in Montague Grammar have been studied in Hamblin (1976), Bennett (1979), Karttunen (1977) and Hauser (1978) among others. These proposals will not be discussed explicitly, but some differences with Karttunen's analysis will be pointed out along the way.
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  26.  36
    A latent profile analysis of nurses’ moral sensitivity.Na Zhang, Jingjing Li, Zhen Xu & Zhenxing Gong - 2020 - Nursing Ethics 27 (3):855-867.
    Background: The three-dimensional model of nurses’ moral sensitivity has typically been studied using a variable-centered rather than a person-centered approach, preventing a more complete understanding of how these forms of moral sensitivity are expressed as a whole. Latent profile analysis is a person-centered approach that classifies individuals from a heterogeneous population into homogeneous subgroups, helping identify how different subpopulations of nurses use distinct combinations of different moral sensitivities to affect their service behaviors. Objective: Latent profile analysis (...)
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  27. Semantic analysis.Paul Ziff - 1960 - Ithaca, N.Y.,: Cornell University Press.
  28. Semantical analysis of weak Kleene logics.Roberto Ciuni & Massimiliano Carrara - 2019 - Journal of Applied Non-Classical Logics 29 (1):1-36.
    This paper presents a semantical analysis of the Weak Kleene Logics Kw3 and PWK from the tradition of Bochvar and Halldén. These are three-valued logics in which a formula takes the third value if at least one of its components does. The paper establishes two main results: a characterisation result for the relation of logical con- sequence in PWK – that is, we individuate necessary and sufficient conditions for a set.
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  29.  64
    Semantic analysis of orthologic.R. I. Goldblatt - 1974 - Journal of Philosophical Logic 3 (1/2):19 - 35.
  30. Semantical Analysis of Modal Logic I. Normal Propositional Calculi.Saul A. Kripke - 1963 - Zeitschrift fur mathematische Logik und Grundlagen der Mathematik 9 (5‐6):67-96.
  31. Latent Profile Analysis of Schizotypy and Paranormal Belief: Associations with Probabilistic Reasoning Performance.Andrew Denovan, Neil Dagnall, Kenneth Drinkwater & Andrew Parker - 2018 - Frontiers in Psychology 9.
  32.  13
    Latent Class Analysis of Criminal Social Identity in a Prison Sample.Philip Hyland, Katie Dhingra, Catherine O’Shea & Daniel Boduszek - 2014 - Polish Psychological Bulletin 45 (2):192-199.
    This study aimed to examine the number of latent classes of criminal social identity that exist among male recidivistic prisoners. Latent class analysis was used to identify homogeneous groups of criminal social identity. Multinomial logistic regression was used to interpret the nature of the latent classes, or groups, by estimating the associationsto number of police arrests, recidivism, and violent offending while controlling for current age. The best fitting latent class model was a five-class solution: ‘High (...)
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  33.  10
    Latent Class Analysis of School Refusal Behavior and Its Relationship With Cyberbullying During Adolescence.B. Delgado, M. C. Martinez-Monteagudo, C. Ruiz-Esteban & E. Rubio - 2019 - Frontiers in Psychology 10.
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  34.  72
    Semantic Analysis Without Reference to Abstract Entities.Rolf A. Eberle - 1978 - The Monist 61 (3):363-383.
    Alonzo Church has repeatedly argued that the semantic analysis of certain contexts requires reference to abstract entities of various kinds. The problem, arising from this argument for nominalists, will be examined first. Then we shall attempt to meet Church’s challenge by constructing and informally describing a semantics which was inspired by Nelson Goodman’s distinction between primary and secondary extensions. According to that semantics, no expression of the object language will make reference to any abstract or non-actual entity while (...)
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  35. Semantical Analysis of Intuitionistic Logic I.Saul A. Kripke - 1963 - In Michael Dummett & J. N. Crossley (eds.), Formal Systems and Recursive Functions: Proceedings of the Eighth Logic Colloquium, Oxford July 1963. North Holland. pp. 92-130.
  36.  9
    A Latent Factor Analysis of Working Memory Measures Using Large-Scale Data.Otto Waris, Anna Soveri, Miikka Ahti, Russell C. Hoffing, Daniel Ventus, Susanne M. Jaeggi, Aaron R. Seitz & Matti Laine - 2017 - Frontiers in Psychology 8.
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  37. Semantical Analysis of Modal Logic II. Non-Normal Modal Propositional Calculi.Saul A. Kripke - 1965 - In J. W. Addison (ed.), The theory of models. Amsterdam,: North-Holland Pub. Co.. pp. 206-20.
  38.  41
    Semantical Analysis of Modal Logic I. Normal Modal Propositional Calculi.Saul A. Kripke - 1966 - Journal of Symbolic Logic 31 (1):120-122.
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  39.  23
    Towards Semantic Analysis of Mentoring-Learning Relationships within Constructivist Interactions.Farshad Badie - 2017 - In Emerging Technologies for Education. Cham, Switzerland: pp. 107-116.
    The multilevel conversational exchanges between a mentor and a learner could be seen as a radical constructivist account of their comprehensions. The process of knowledge construction could be realised to have significant importance in the context of mentor-learner interactions. The most important fundamental is that ‘the conversational exchanges between mentors and learners ask questions and give answers concerning their individual conceptions, comprehensions and reasonings’. These questions and answers are the main building blocks of the ‘Relations’ between mentors and learners. In (...)
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  40. A semantic analysis of conditional logic.Robert C. Stalnaker & Richmond H. Thomason - 1970 - Theoria 36 (1):23-42.
  41.  25
    Semantical Analysis of Intuitionistic Logic I.Saul A. Kripke, J. N. Crossley & M. A. E. Dummett - 1970 - Journal of Symbolic Logic 35 (2):330-332.
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  42. Semantic analysis of tense logics.S. K. Thomason - 1972 - Journal of Symbolic Logic 37 (1):150-158.
    Although we believe the results reported below to have direct philosophical import, we shall for the most part confine our remarks to the realm of mathematics. The reader is referred to [4] for a philosophically oriented discussion, comprehensible to mathematicians, of tense logic.The “minimal” tense logicT0is the system having connectives ∼, →,F(“at some future time”), andP(“at some past time”); the following axioms:(whereGandHabbreviate ∼F∼ and ∼P∼ respectively); and the following rules:(8) fromαandα → β, inferβ,(9) fromα, infer any substitution instance ofα,(10) fromα, (...)
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  43.  39
    Archaeology Through Computational Linguistics: Inscription Statistics Predict Excavation Sites of Indus Valley Artifacts.Gabriel L. Recchia & Max M. Louwerse - 2016 - Cognitive Science 40 (8):2065-2080.
    Computational techniques comparing co-occurrences of city names in texts allow the relative longitudes and latitudes of cities to be estimated algorithmically. However, these techniques have not been applied to estimate the provenance of artifacts with unknown origins. Here, we estimate the geographic origin of artifacts from the Indus Valley Civilization, applying methods commonly used in cognitive science to the Indus script. We show that these methods can accurately predict the relative locations of archeological sites on the basis of artifacts of (...)
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  44.  3
    Space as situated analysis: Using embodied concepts to engage social dimensions.Philip D. Plowright & Natalie Florence - 2021 - Environment, Space, Place 13 (2):25-50.
    Abstract:This article correlates the physical composition of the built environment with social interactions and human relationships. The resulting framework draws on an embodied cognitive position through interdisciplinary knowledge with priority given to architectural theory and cognitive linguistics. This approach does not address idiosyncratic, phenomenological descriptions of experiences of place but the potential relationship of human bodies through situated semantics suggested by spatial composition. In this article we ask how the physical arrangement of a space can provide information for analyzing the (...)
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  45. A Semantic Analysis of “Pakikisama”, a Key Filipino Cultural Relationship Concept: The NSM Approach.Angela E. Lorenzana - 2015 - Iamure International Journal of Literature, Philosophy and Religion 7 (1).
    The study applied the Natural Semantic Metalanguage to the investigation of pakikisama or ‘getting along with others’. The study aimed to use language in representing cognition and to identify the elements that make the concepts culture-specific. Hence, the study of a language, especially of its vocabulary, can reveal one’s way of thinking, show the essential features of a particular culture and offer important clues for its distinction from others. Using linguistic evidence as data, the study is a semantic (...)
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  46. A Semantic Analysis of Russellian Simple Type Theory.Sten Lindström - 1986 - In Paul Needham & Jan Odelstad (eds.), Changing Positions, Essays Dedicated to Lars Lindahl on the Occassion of His Fiftieth Birthday. Uppsala:
    As emphasized by Alonzo Church and David Kaplan (Church 1974, Kaplan 1975), the philosophies of language of Frege and Russell incorporate quite different methods of semantic analysis with different basic concepts and different ontologies. Accordingly we distinguish between a Fregean and a Russellian tradition in intensional semantics. The purpose of this paper is to pursue the Russellian alternative and to provide a language of intensional logic with a model-theoretic semantics. We also discuss the so-called Russell-Myhill paradox that threatens (...)
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  47.  21
    Referential-semantic analysis: aspects of a theory of linguistic reference.Torben Thrane - 1980 - New York: Cambridge University Press.
    Dr Thrane makes an original contribution to one of the central topics in syntax and semantics: the nature and mechanisms of reference in natural language. He makes a fundamental distinction between syntactic analyses that are internal to the structure of a language and analyses of the referential properties that connect a language with the 'outside world' - and therefore derive in some sense from common human capacities for perceptual discrimination. Dr Thrane argues that the failure to make this distinction and (...)
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  48.  32
    Semantical analysis of Arruda da costap systems and adjacent non-replacement relevant systems.Richard Routley & Andréa Loparić - 1978 - Studia Logica 37 (4):301 - 320.
  49.  21
    Indian Semantic Analysis: The Nirvacana Tradition.Peter M. Scharf & Eivind Kahrs - 2001 - Journal of the American Oriental Society 121 (1):116.
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  50.  60
    A semantical analysis of the calculi Cn.Newton C. A. da Costa - 1977 - Notre Dame Journal of Formal Logic 18:621.
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