https://onlinelibrary.wiley.com/doi/pdf/10.1207/s15516709cog1402_1

Finding Structure in Time

Co-Planar Stereotaxic Atlas of the Human Brain—3-Dimensional Proportional System: An Approach to Cerebral Imaging, J. Talairach, P. Tournoux. Georg Thieme Verlag, New York (1988), 122 pp., 130 figs. DM 268

I have developed "tennis elbow" from lugging this book around the past four weeks, but it is worth the pain, the effort, and the aspirin. It is also worth the (relatively speaking) bargain price. Including appendixes, this book contains 894 pages of text. The entire panorama of the neural sciences is surveyed and examined, and it is comprehensive in its scope, from genomes to social behaviors. The editors explicitly state that the book is designed as "an introductory text for students of biology, behavior, and medicine," but it is hard to imagine any audience, interested in any fragment of neuroscience at any level of sophistication, that would not enjoy this book. The editors have done a masterful job of weaving together the biologic, the behavioral, and the clinical sciences into a single tapestry in which everyone from the molecular biologist to the practicing psychiatrist can find and appreciate his or

Principles of Neural Science

The automated categorization (or classification) of texts into predefined categories has witnessed a booming interest in the last 10 years, due to the increased availability of documents in digital form and the ensuing need to organize them. In the research community the dominant approach to this problem is based on machine learning techniques: a general inductive process automatically builds a classifier by learning, from a set of preclassified documents, the characteristics of the categories. The advantages of this approach over the knowledge engineering approach (consisting in the manual definition of a classifier by domain experts) are a very good effectiveness, considerable savings in terms of expert labor power, and straightforward portability to different domains. This survey discusses the main approaches to text categorization that fall within the machine learning paradigm. We will discuss in detail issues pertaining to three different problems, namely, document representation, classifier construction, and classifier evaluation.

/pdf/machine-learning-in-automated-text-categorization-e4pkjhyj3r.pdf

Machine learning in automated text categorization

Part I. Experimental Studies: 2. Experiment in psychology 3. Experiments on perceiving III Experiments on imaging 4-8. Experiments on remembering: (a) The method of description (b) The method of repeated reproduction (c) The method of picture writing (d) The method of serial reproduction (e) The method of serial reproduction picture material 9. Perceiving, recognizing, remembering 10. A theory of remembering 11. Images and their functions 12. Meaning Part II. Remembering as a Study in Social Psychology: 13. Social psychology 14. Social psychology and the matter of recall 15. Social psychology and the manner of recall 16. Conventionalism 17. The notion of a collective unconscious 18. The basis of social recall 19. A summary and some conclusions.

Remembering. A Study in Experimental and Social Psychology, Cambridge (University Press) 1964.

The CHILDES Project: Tools for Analyzing Talk

Language research thrives on data collected from spontaneous interactions in naturally occurring situations. However, the process of collecting, transcribing, and analyzing naturalistic data can be extremely time-consuming and often unreliable. This book describes three basic tools for language analysis of transcript data by computer that have been developed in the context of the "Child Language Data Exchange System (CHILDES)" project. These are: the "CHAT" transcription and coding format, the "CLAN" package of analysis programs, and the "CHILDES" database. These tools have brought about significant changes in the way research is conducted in the child language field. They are being used with great success by researchers working with second language learning, adult conversational interactions, sociological content analyses, and language recovery in aphasia, as well as by students of child language development. The tools are widely applicable, although this book concentrates on their use in the child language field, believing that researchers from other areas can make the necessary analogies to their own topics. This thoroughly revised 2nd edition includes documentation on a dozen new computer programs that have been added to the basic system for transcript analysis. The most important of these new programs is the "CHILDES" Text Editor (CED) which can be used for a wide variety of purposes, including editing non-Roman orthographies, systematically adding codes to transcripts, checking the files for correct use of "CHAT," and linking the files to digitized audio and videotape. In addition to information on the new computer programs, the manual documents changed the shape of the "CHILDES/BIB" system--given a major update in 1994--which now uses a new computer database system. The documentation for the "CHILDES" transcript database has been updated to include new information on old corpora and information on more than a dozen new corpora from many different languages. Finally, the system of "CHAT" notations for file transcript have been clarified to emphasize the ways in which the codes are used by particular "CLAN" programs. The new edition concludes with a discussion of new directions in transcript analysis and links between the "CHILDES" database and other developments in multimedia computing and global networking. It also includes complete references organized by research topic area for the more than 300 published articles that have made use of the "CHILDES" database and/or the "CLAN" programs. LEA also distributes the "CLAN" programs and the complete "CHILDES" Database--including corpora from several languages and discourse situations--described in "The CHILDES Project." Be sure to choose the correct platform (IBM or Macintosh) for the "CLAN" programs; the "CHILDES" Database CD-ROM runs on both platforms.

The Childes Project: Tools for Analyzing Talk

PsyScope is an integrated environment for designing and running psychology experiments on Macintosh computers. The primary goal of PsyScope is to give both psychology students and trained researchers a tool that allows them to design experiments without the need for programming. PsyScope relies on the interactive graphic environment provided by Macintosh computers to accomplish this goal. The standard components of a psychology experiment—groups, blocks, trials, and factors—are all represented graphically, and experiments are constructed by working with these elements in interactive windows and dialogs. In this article, we describe the overall organization of the program, provide an example of how a simple experiment can be constructed within its graphic environment, and discuss some of its technical features (such as its underlying scripting language, timing characteristics, etc.). PsyScope is available for noncommercial purposes free of charge and unsupported to the general research community. Information about how to obtain the program and its documentation is provided.

https://link.springer.com/content/pdf/10.3758/BF03204507.pdf

PsyScope: An interactive graphic system for designing and controlling experiments in the psychology laboratory using Macintosh computers

The study of language acquisition underwent a major revolution in the late 1950s as a result of the dissemination of technology permitting high-quality tape-recording of children in the family setting. This new technology led to major breakthroughs in the quality of both data and theory. The field is now at the threshold of a possible second major breakthrough stimulated by the dissemination of personal computing. Researchers are now able to transcribe tape-recorded data into computer files. With this new medium it is easy to conduct global searches for word combinations across collections of files. It is also possible to enter new codings of the basic text line. Because of the speed and accuracy with which computer files can be copied, it is now much easier to share data between researchers. To foster this sharing of computerized data, a group of child language researchers has established the Child Language Data Exchange System (CHILDES). This article details the formation of the CHILDES, the governance of the system, the nature of the database, the shape of the coding conventions, and the types of computer programs being developed.

https://www.cambridge.org/core/services/aop-cambridge-core/content/view/S0305000900006449

Brian MacWhinney

Papers

The CHILDES Project: Tools for Analyzing Talk

The Childes Project: Tools for Analyzing Talk

PsyScope: An interactive graphic system for designing and controlling experiments in the psychology laboratory using Macintosh computers

The child language data exchange system.

Functionalism and the competition model