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Adaptive And Statistical Approaches In
Contents Preface 1 1 Adaptive and Statistical Approaches to Conceptual Modeling 3 Timo Honkela, Krista Lagus and Jaakko Sarela . . . . . . . . . . . . . . . . 2 Emergence of Structure and Relations in Conceptual Representations 7 Krista Lagus, Aarno Lehtola, Mikko Maatta and Sakari Virkki . . . . . . . 2.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 2.1.1 What is structure? . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 2.1.2 Definitions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 2.1.3 Structure of the remaining chapter . . . . . . . . . . . . . . . . . . . 10 2.2 Conceptual Structure in Psychology, Philosophy and Linguistics . . . . . . . 11 2.2.1 Concepts, Structure and Relations . . . . . . . . . . . . . . . . . . . 11 2.2.2 Theories of the Internal Structure of Concepts (Ri) . . . . . . . . . . 13 2.2.3 Formation of Conceptual Structure . . . . . . . . . . . . . . . . . . . 15 2.2.4 Relations in the Co
An examination of the dynamic interaction within metaphor understanding using a model simulation
Timo Honkela, Wlodzislaw Duch, Mark A Girolami, Samuel Kaski (Eds): Artificial Neural Networks and Machine Learning - ICANN 2011: LNCS 679
Tekoälyn jakolinjat
Tietojenkäsittelyn moniosaaja professori Timo Honkela kommentoi (Tieteessä tapahtuu 5/2018) heinäkuista Ylen radiokolumniani (https://yle.fi/uutiset/3-10318808). Siinä sivusin tekoälyn nostattamia uhkakuvia ja esittelin ohimennen joitakin politiikan grand old manin Henry Kissingerin pohdintoja
Going Beyond Counting First Authors in Author Co-citation Analysis
The present study examines one of the fundamental aspects of author co-citation analysis (ACA) - the way co-citation
counts are defined. Co-citation counting provides the data on which all subsequent statistical analyses and mappings
are based, and we compare ACA results based on two different types of co-citation counting - the traditional type that
only counts the first one among a cited work's authors on the one hand and a non-traditional type that takes into
account the first 5 authors of a cited work on the other hand. Results indicate that the picture produced through this non-traditional author co-citation counting contains more coherent author groups and is therefore considerably clearer. However, this picture represents fewer specialties in the research field being studied than that produced through the traditional first-author co-citation counting when the same number of top-ranked authors is selected and analyzed. Reasons for these effects are discussed
Variations on the Author
“Variations on the Author” discusses two of Eduardo Coutinho’s recent films (Um Dia na Vida, from 2010, and Últimas Conversas, posthumously released in 2015) and their contribution to the general question of documentary authorship. The director’s filmography is characterized by a consistent yet self-effacing form of authorial self-inscription: Coutinho often features as an interviewer that rather than express opinions propels discourses; an interviewer that is good at listening. This mode of self-inscription characterizes him as an author who is not expressive but who is nonetheless markedly present on the screen. In Um Dia na Vida, however, Coutinho is completely absent form the image, while Últimas Conversas, on the contrary, includes a confessional prologue that moves the director from the margins to the center of his films. This article examines the ways in which these works stand out in the filmography of a director who offers new insights into the notion of cinematic authorship
Appropriate Similarity Measures for Author Cocitation Analysis
We provide a number of new insights into the methodological discussion about author cocitation analysis. We first argue that the use of the Pearson correlation for measuring the similarity between authors’ cocitation profiles is not very satisfactory. We then discuss what kind of similarity measures may be used as an alternative to the Pearson correlation. We consider three similarity measures in particular. One is the well-known cosine. The other two similarity measures have not been used before in the bibliometric literature. Finally, we show by means of an example that our findings have a high practical relevance.information science;Pearson correlation;cosine;similarity measure;author cocitation analysis
Philosophical Aspects of Neural, Probabilistic and Fuzzy Modeling of Language Use and Translation
Lawrence A. Bookman, Trajectories Through Knowledge Space: A Dynamic Framework for Machine Comprehension. Boston, Dordrecht, London: Kluwer, 1994. ISBN 0-7923-9487-9, £62.95/$89.85. 271 pp.
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