Emergence of Communication and Language

ISBN-13: 9781849966108 / Angielski / Miękka / 2010 / 438 str.

Caroline Lyon; Chrystopher L. Nehaniv; Angelo Cangelosi

Opis

Current Work and Open Problems: A Road-Map for Research into the Emergence of Communication and Language Chrystopher L. Nehaniv, Caroline Lyon, and Angelo Cangelosi 1.1. Introduction This book brings together work on the emergence of communication and language from researchers working in a broad array of scientific paradigms in North America, Europe, Japan and Africa. We hope that its multi-disciplinary approach will encourage cross-fertilization and promote further advances in this active research field. The volume draws on diverse disciplines, including linguistics, psychology, neuroscience, ethology, anthropology, robotics, and computer science. Computational simulations of the emergence of phenomena associated with communication and language play a key role in illuminating some of the most significant issues, and the renewed scientific interest in language emergence has benefited greatly from research in Artificial Intelligence and Cognitive Science. The book starts with this road map chapter by the editors, pointing to the ways in which disparate disciplines can inform and stimulate each other. It examines the role of simulations as a novel way to express theories in science, and their contribution to the development of a new approach to the study of the emergence of communication and language. We will also discuss and collect the most promising directions and grand challenge problems for future research. The present volume, is organized into three parts: I. Empirical Investi- tions on Human Language, II. Synthesis and Simulation of Communication and Language in Artificial Systems, and III. Insights from Animal Communication.

Spis treści

Empirical Investigations on Human Language.- Evolving Meaning: The Roles of Kin Selection, Allomothering and Paternal Care in Language Evolution.- ‘Needs only’ Analysis in Linguistic Ontogeny and Phylogeny.- Clues from Information Theory Indicating a Phased Emergence of Grammar.- Emergence of a Communication System: International Sign.- Distributed Language: Biomechanics, Functions, and the Origins of Talk.- Synthesis of Communication and Language in Artificial Systems.- The Recruitment Theory of Language Origins.- In silico Evolutionary Developmental Neurobiology and the Origin of Natural Language.- Communication in Natural and Artificial Organisms: Experiments in Evolutionary Robotics.- From Vocal Replication to Shared Combinatorial Speech Codes: A Small Step for Evolution, A Big Step for Language.- Learning and Transition of Symbols: Towards a Dynamical Model of a Symbolic Individual.- Language Change among ‘Memoryless Learners’ Simulated in Language Dynamics Equations.- The Evolution of Meaning-Space Structure through Iterated Learning.- The Emergence of Language: How to Simulate It.- Lexical Acquisition with and without Metacommunication.- Agent Based Modelling of Communication Costs: Why Information Can Be Free.- Language Change and the Inference of Meaning.- Language, Perceptual Categories and their Interaction: Insights from Computational Modelling.- Insights from Animal Communication.- Emergence of Linguistic Communication: Studies on Grey Parrots.- A Possible Role for Selective Masking in the Evolution of Complex, Learned Communication Systems.- The Natural History of Human Language: Bridging the Gaps without Magic.- Neural Substrates for String-Context Mutual Segmentation: A Path to Human Language.

Blurb

Old questions on the origins of language and communication are illuminated here in new, state-of-the-art research.

This volume brings together studies from diverse disciplines, showing how they can inform and stimulate each other. It includes work in linguistics, psychology, neuroscience, anthropology and computer science. New empirical work is reported on both human and animal communication, using some novel techniques that have only recently become viable.

A principal theme is the importance of studies involving artificial agents, their contribution to the body of knowledge on the emergence of communication and language, and the role of simulations in exploring some of the most significant issues. A number of different synthetic systems are described, demonstrating how communication can emerge in natural and artificial organisms. Theories on the origins of language are supported by computational and robotic experiments.

Worldwide contributors to this volume include some of the most influential figures in the field, delivering essential reading for researchers and graduates in the area, as well as providing fascinating insights for a wider readership.

Caroline Lyon is a Senior Lecturer in Computer Science at the University of Hertfordshire. Her research and publications include work on the evolution of language, speech recognition, applications of neural networks and textual analysis. Chrystopher L. Nehaniv is Research Professor of Mathematical and Evolutionary Computer Science at the University of Hertfordshire and Director of the U.K. Engineering and Physical Sciences Research Council Network on Evolvability in Biological and Software Systems. Angelo Cangelosi is Professor in Artificial Intelligence and Cognition at the University of Plymouth. He is the editor of Simulating the Evolution of Language (Springer, 2002).