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Engineering Psychology Psychology in AI Artificial thinking, Structure of Intelligence,Personal Constract Psychology (PCP), Philosophy Psychology Linguistics Artificial Anthropology Intelligence Neuroscience Jakub Jura [email protected] http://users.fs.cvut.cz/~jurajaku/ing-psych/ What is Intelligence • Ability to adapt, to shape and to select an environments. • Higher form of organisation of cognive processes. • General mental capacity of an individual consciously to adjust his thinking to new requirements of environment. Structure of Intelligence • Gardner multiple Intelligence 1. 2. 3. 4. 5. 6. 7. Linguistic intelligence Logical-mathematical intelligence Musical intelligence Bodily-kinesthetic intelligence Spatial intelligence Interpersonal intelligence Intrapersonal intelligence Artificial Intelligence • (Behavioral) The ability of a computer or other machine to perform actions thought to require intelligence. • (Bionics) Artificial Intelligence is the study of human intelligence such that it can be replicated artificially. AI Domains and problems • • • • • • • • Deduction, reasoning, problem solving Knowledge representation Planning Optimalisation (Machine) Learning (ML) Natural language processing Artificial Live (AL) Knowledge and expert systems (ES) AI Tools and Methodes • • • • • ANN Logic Fuzzy logic Semantic networks Frames Artificial and natural Neuron Artificial and natural Neural Network • Classification, recognition Mental Association Law • A – Primary (J. Lock) – (1) law of Similars (connecting what is identical or similar); – (2) law of Contrast (connectiong what is sharply different) – (3) law of Coadjacency (connecting what is near and soon.). • B – Secondary (T.Brown) – (1) laws of Immediacy (connecting what is new) – (2) Homogeneity and () – (3) law of Facility. Asociace Spojovaný obsah 1 (myšlenka, představa…) Spojovaný obsah 2 (myšlenka, představa…) Association experiment • • • • • C. G. Jung 100 words Proband say first ideas Time is registered The associations are analysed Association network Make a assotiation network ! Start on the blank paper by the arbitrary word. And connecting and connectng. Work spontaneously. George Kelly (1905 - 1967) • Personal construct theory • Personal Construct – Usefull concept, convenient fiction, transparent template. • Way of description, evaluation, interpretation and explanation of the world. • REP - role construct repertory test Personal Construct • Our constructs determine our subjective reality. • And we have no REP Test • Ideogrammic map of the the individual systém of the constructs. • Choice 5 persons which is significant for you. • Father, mother, brother/sister, friend, partner, teacher, chief, schoolmate etc. … me ;) • Minimal context method – triad of compared elements (objects). • First pole is created on the basis of similarity and the second one on the principle of contrast. Properties of the constructs • Permeability – is possible to use tahem to any others objects? • Transmittableness - are comprehensible to the others? • Situatednes – determine by the situation • Shallow – e.g. Eye colour • Vague – e.g. Is fine. Creative moments in PCT • Loosening • Tithening Osgood’s Semantic Diferencial • SD is the instrument for the measuring of a connotative meaning of concepts. • Evaluation – Potency – Activity • This subject is … ? Good Bad Quick -3 -2 -1 0 1 2 3 Slow Ugly -3 -2 -1 0 1 2 3 Pretty Blunt -3 -2 -1 0 1 2 3 Sharp Solid -3 -2 -1 0 1 2 3 Liquid