caa a22 4500 467952531 CHVBK 20180323165703.0 cr unu---uuuuu 170328e19871101xx s 000 0 eng 10.1007/BF00058681 doi (NATIONALLICENCE)springer-10.1007/BF00058681 (NATIONALLICENCE)springer-10.1023/A:1022659315124 Shrager Jeff Intelligent Systems Laboratory, Xerox Palo Alto Research Center, 3333 Coyote Hill Road, 94304, Palo Alto, California, U.S.A. aut Theory change via view application in instructionless learning [Elektronische Daten] [Jeff Shrager] IE is a model of learning by experimentation in the domain of complex devices. In this paper we describe view application, the principal component of that model. This mechanism combines abstract knowledge structures into the learner's theory of the device. View application organizes complex changes in the learner's theory, thus ensuring that the space of theories is searched rapidly and that only coherent theories are tried. We evaluate the mechanism along three dimensions—its psychological validity, its generality, and its ability to constrain search. We also compare view application to other knowledge-rich learning techniques. Kluwer Academic Publishers, 1987 Cognitive modelling nationallicence induction nationallicence conceptual combination nationallicence theory formation nationallicence categorization nationallicence analogy nationallicence device model learning nationallicence Machine Learning Kluwer Academic Publishers 2/3(1987-11-01), 247-276 0885-6125 2:3<247 1987 2 10994 https://doi.org/10.1007/BF00058681 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/BF00058681 text/html Onlinezugriff via DOI NATIONALLICENCE 100 1- Shrager Jeff Intelligent Systems Laboratory, Xerox Palo Alto Research Center, 3333 Coyote Hill Road, 94304, Palo Alto, California, U.S.A aut NATIONALLICENCE 773 0- Machine Learning Kluwer Academic Publishers 2/3(1987-11-01), 247-276 0885-6125 2:3<247 1987 2 10994 NATIONALLICENCE 856 40 https://doi.org/10.1023/A:1022659315124 text/html Onlinezugriff via DOI NATIONALLICENCE 100 1- Shrager Jeff Intelligent Systems Laboratory, Xerox Palo Alto Research Center, 3333 Coyote Hill Road, 94304, Palo Alto, California, USA aut NATIONALLICENCE 773 0- Machine Learning Kluwer Academic Publishers-Plenum Publishers 2/3(1987-11-01), 247-276 0885-6125 2:3<247 1987 2 10994 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE NATIONALLICENCE NL-springer