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Probabilistic Logic Networks - Ben Goertzel#Izabela Freire Goertzel#Ari Heljakka#Matthew Iklé
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Ben Goertzel#Izabela Freire Goertzel#Ari Heljakka#Matthew Iklé:

Probabilistic Logic Networks - neues Buch

2008, ISBN: 9780387768717

ID: 84770580

Abstract In this chapter we provide an overview of probabilistic logic networks (PLN), including our motivations for developing PLN and the guiding principles underlying PLN. We discuss foundational choices we made, introduce PLN knowledge representation, and briefly introduce inference rules and truth-values. We also place PLN in context with other approaches to uncertain inference. 1.1 Motivations This book presents Probabilistic Logic Networks (PLN), a systematic and pragmatic framework for computationally carrying out uncertain reasoning r- soning about uncertain data, and/or reasoning involving uncertain conclusions. We begin with a few comments about why we believe this is such an interesting and important domain of investigation. First of all, we hold to a philosophical perspective in which reasoning properly understood plays a central role in cognitive activity. We realize that other perspectives ? in particular, logical reasoning is sometimes construed as a special kind of cognition that humans carry out only occasionally, as a deviation from their usual (intuitive, emotional, pragmatic, sensorimotor, etc.) modes of thought. However, we consider this alternative view to be valid only according to a very limited definition of logic. Construed properly, we suggest, logical reasoning may be understood as the basic framework underlying all forms of cognition, including those conventionally thought of as illogical and irrational. This comprehensive book describes Probabilistic Logic Networks (PLN), a novel conceptual, mathematical and computational approach to uncertain inference. A broad scope of reasoning types are considered. Bücher > Fremdsprachige Bücher > Englische Bücher gebundene Ausgabe 11.11.2008, Springer, .200

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Probabilistic Logic Networks - Ben Goertzel#Izabela Freire Goertzel#Ari Heljakka#Matthew Iklé
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Ben Goertzel#Izabela Freire Goertzel#Ari Heljakka#Matthew Iklé:

Probabilistic Logic Networks - neues Buch

ISBN: 9780387768717

ID: e3089219943fa12600c4d0d0b9321b73

This comprehensive book describes Probabilistic Logic Networks (PLN), a novel conceptual, mathematical and computational approach to uncertain inference. A broad scope of reasoning types are considered. Abstract In this chapter we provide an overview of probabilistic logic networks (PLN), including our motivations for developing PLN and the guiding principles underlying PLN. We discuss foundational choices we made, introduce PLN knowledge representation, and briefly introduce inference rules and truth-values. We also place PLN in context with other approaches to uncertain inference. 1.1 Motivations This book presents Probabilistic Logic Networks (PLN), a systematic and pragmatic framework for computationally carrying out uncertain reasoning r- soning about uncertain data, and/or reasoning involving uncertain conclusions. We begin with a few comments about why we believe this is such an interesting and important domain of investigation. First of all, we hold to a philosophical perspective in which reasoning properly understood plays a central role in cognitive activity. We realize that other perspectives exist; in particular, logical reasoning is sometimes construed as a special kind of cognition that humans carry out only occasionally, as a deviation from their usual (intuitive, emotional, pragmatic, sensorimotor, etc.) modes of thought. However, we consider this alternative view to be valid only according to a very limited definition of logic. Construed properly, we suggest, logical reasoning may be understood as the basic framework underlying all forms of cognition, including those conventionally thought of as illogical and irrational. Bücher / Fremdsprachige Bücher / Englische Bücher 978-0-387-76871-7, Springer

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Probabilistic Logic Networks - Ben Goertzel#Izabela Freire Goertzel#Ari Heljakka#Matthew Iklé
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Ben Goertzel#Izabela Freire Goertzel#Ari Heljakka#Matthew Iklé:
Probabilistic Logic Networks - neues Buch

ISBN: 9780387768717

ID: 710726140

Abstract In this chapter we provide an overview of probabilistic logic networks (PLN), including our motivations for developing PLN and the guiding principles underlying PLN. We discuss foundational choices we made, introduce PLN knowledge representation, and briefly introduce inference rules and truth-values. We also place PLN in context with other approaches to uncertain inference. 1.1 Motivations This book presents Probabilistic Logic Networks (PLN), a systematic and pragmatic framework for computationally carrying out uncertain reasoning r- soning about uncertain data, and/or reasoning involving uncertain conclusions. We begin with a few comments about why we believe this is such an interesting and important domain of investigation. First of all, we hold to a philosophical perspective in which reasoning properly understood plays a central role in cognitive activity. We realize that other perspectives ? in particular, logical reasoning is sometimes construed as a special kind of cognition that humans carry out only occasionally, as a deviation from their usual (intuitive, emotional, pragmatic, sensorimotor, etc.) modes of thought. However, we consider this alternative view to be valid only according to a very limited definition of logic. Construed properly, we suggest, logical reasoning may be understood as the basic framework underlying all forms of cognition, including those conventionally thought of as illogical and irrational. This comprehensive book describes Probabilistic Logic Networks (PLN), a novel conceptual, mathematical and computational approach to uncertain inference. A broad scope of reasoning types are considered. Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, Springer

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Probabilistic Logic Networks - Goertzel, Ben Iklé, Matthew Goertzel, Izabela Freire
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Goertzel, Ben Iklé, Matthew Goertzel, Izabela Freire:
Probabilistic Logic Networks - neues Buch

2008, ISBN: 9780387768717

[PU: Springer, Berlin], This book describes Probabilistic Logic Networks (PLN), a novel conceptual, mathematical and computational approach to uncertain inference. In order to carry out effective reasoning in real-world circumstances, AI software must robustly handle uncertainty. However, previous approaches to uncertain inference do not have the breadth of scope required to provide an integrated treatment of the disparate forms of cognitively critical uncertainty as they manifest themselves within the various forms of pragmatic inference. Going beyond prior probabilistic approaches to uncertain inference, PLN is able to encompass within uncertain logic such ideas as induction, abduction, analogy, fuzziness and speculation, and reasoning about time and causality. The book reviews the conceptual and mathematical foundations of PLN, giving the specific algebra involved in each type of inference encompassed within PLN. Inference control and the integration of inference with other cognitive faculties are also briefly discussed.2008. VIII, 336 S. 20 Tabellen, 65 Duoton-Abb., 9 SW-Zeichn. 235 mmVersandfertig in 2-4 Wochen, [SC: 0.00]

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Probabilistic Logic Networks - Ben Goertzel; Matthew Ikle; Izabela Lyon Freire Goertzel; Ari Heljakka
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Ben Goertzel; Matthew Ikle; Izabela Lyon Freire Goertzel; Ari Heljakka:
Probabilistic Logic Networks - Erstausgabe

2008, ISBN: 9780387768717

Gebundene Ausgabe, ID: 8604826

1st Edition. 2nd Printing. 2008, Hardcover, Buch, [PU: Springer-Verlag New York Inc.]

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Details zum Buch
Probabilistic Logic Networks: A Comprehensive Framework for Uncertain Inference
Autor:

Goertzel, Ben; Ikle, Matthew; Goertzel, Izabela Freire

Titel:

Probabilistic Logic Networks: A Comprehensive Framework for Uncertain Inference

ISBN-Nummer:

0387768718

This book describes Probabilistic Logic Networks (PLN), a novel conceptual, mathematical and computational approach to uncertain inference. In order to carry out effective reasoning in real-world circumstances, AI software must robustly handle uncertainty. However, previous approaches to uncertain inference do not have the breadth of scope required to provide an integrated treatment of the disparate forms of cognitively critical uncertainty as they manifest themselves within the various forms of pragmatic inference. Going beyond prior probabilistic approaches to uncertain inference, PLN is able to encompass within uncertain logic such ideas as induction, abduction, analogy, fuzziness and speculation, and reasoning about time and causality. The book reviews the conceptual and mathematical foundations of PLN, giving the specific algebra involved in each type of inference encompassed within PLN. Inference control and the integration of inference with other cognitive faculties are also briefly discussed.

Detailangaben zum Buch - Probabilistic Logic Networks: A Comprehensive Framework for Uncertain Inference


EAN (ISBN-13): 9780387768717
ISBN (ISBN-10): 0387768718
Gebundene Ausgabe
Erscheinungsjahr: 2008
Herausgeber: SPRINGER VERLAG GMBH
333 Seiten
Gewicht: 0,590 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 02.11.2007 14:05:09
Buch zuletzt gefunden am 24.10.2016 23:13:07
ISBN/EAN: 0387768718

ISBN - alternative Schreibweisen:
0-387-76871-8, 978-0-387-76871-7

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