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Cognition, ISSN 0010-0277, 02/2019, Volume 183, pp. 57 - 66
Counterfactual reasoning is a hallmark of the human imagination. Recently, researchers have argued that children do not display genuine counterfactual... 
Physical causation | Counterfactual reasoning | Causal reasoning | CHILDRENS CAUSAL | INFORMATION | CAUSAL-STRUCTURE | PSYCHOLOGY, EXPERIMENTAL | BELIEF | CUE | THINKING | INFERENCES | BLOCKING | YOUNG-CHILDREN | Preschool children | Experiments | Children
Journal Article
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 11/2013, Volume 14, pp. 3207 - 3260
This work shows how to leverage causal inference to understand the behavior of complex learning systems interacting with their environment and predict the... 
Counterfactual reasoning | Computational advertising | Causation | MODELS | causation | CAUSAL INFERENCE | COVARIATE SHIFT | ALGORITHMS | AUCTION | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | counterfactual reasoning | computational advertising
Journal Article
Psychological Review, ISSN 0033-295X, 2014, Volume 121, Issue 3, pp. 277 - 301
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 05/2017, Volume 258, Issue 3, pp. 1054 - 1071
•A new method, Reasoning-MACBETH map (ReasoningMAC), is proposed.•ReasoningMAC is an extended version of the Reasoning Maps method.•ReasoningMAC supports... 
Value interactions | Reasoning Maps | MACBETH | Multicriteria analysis | Ideographical causal maps | DECISION-ANALYSIS | MANAGEMENT | RISK | VALUE JUDGMENTS | SOFT | FUZZY COGNITIVE MAPS | MENTAL MODELS | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | SOCIOTECHNICAL APPROACH | MACBETH APPROACH | CAUSAL MAPS | Multiple criteria decision making | Reasoning | Analysis
Journal Article
JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION, ISSN 0278-7393, 12/2019, Volume 45, Issue 12, pp. 2188 - 2208
We consider the proposition that reasoners represent causal conditionals such as "if John studies hard, he will do well in the test" as a causal model in which... 
PROBABILITY | INFERENCES | conditional reasoning | causal Bayes nets | reasoning | REPRESENTATION | CAUSATION | PSYCHOLOGY, EXPERIMENTAL | PSYCHOLOGY | causality | Probability | Logical Thinking | Causal Models | Evaluative Thinking | Foreign Countries | Prediction
Journal Article
Thinking & Reasoning, ISSN 1354-6783, 01/2018, Volume 24, Issue 1, pp. 97 - 116
Why does discourse so often seem shallow, with people arguing past one another more than with one another? Might contributing causes be individual and logical... 
development | education | Reasoning | discourse | causality | Development | Discourse | Causality | Education | EXPLANATION | ARGUMENTATION | CAUSAL | PSYCHOLOGY, EXPERIMENTAL
Journal Article
Cognitive Science, ISSN 0364-0213, 05/2016, Volume 40, Issue 4, pp. 848 - 880
Journal Article
Frontiers in Human Neuroscience, ISSN 1662-5161, 01/2015, Volume 9, p. 1
Causal composition allows people to generate new causal relations by combining existing causal knowledge. We introduce a new computational model of such... 
Causal reasoning | Knowledge structures | Mental simulation | Causal learning | Causal models | Lexical semantics | LANGUAGE | lexical semantics | TIME | mental simulation | VISUAL-PERCEPTION | SIMULATION | NEUROSCIENCES | PSYCHOLOGY | causal learning | knowledge structures | EXPERIENCE | MODEL-THEORY | causal reasoning | causal models | Codes | Cognition & reasoning | Causality | Psychology | Computer applications
Journal Article
Psychological Bulletin, ISSN 0033-2909, 2014, Volume 140, Issue 1, pp. 109 - 139
Journal Article
Frontiers in Human Neuroscience, ISSN 1662-5161, 10/2014, Volume 8, Issue October
Journal Article
Cognitive Science, ISSN 0364-0213, 09/2003, Volume 27, Issue 5, pp. 709 - 748
A theory of categorization is presented in which knowledge of causal relationships between category features is represented in terms of asymmetric and... 
Causal knowledge | Causal reasoning | Categorization | Conceptual representation | Causal models
Journal Article
Developmental Review, ISSN 0273-2297, 2011, Volume 31, Issue 2, pp. 86 - 102
► Reviews contemporary issues in dual-process theories of reasoning and decision making. ► Presents the most recent version of the author’s own hypothetical... 
Hypothetical thinking | Cognitive development | Reasoning | Dual processes | CONFLICT | PSYCHOLOGY, DEVELOPMENTAL | RETRIEVAL | MENTAL MODELS | INDIVIDUAL-DIFFERENCES | BELIEF BIAS | INTEGRATION | 2 SYSTEMS | CAUSAL | WORKING-MEMORY CAPACITY | CONDITIONALS | Decision Making | Thinking Skills | Task Analysis | Learning Theories | Prediction | Cognitive Ability | Adult Education | Cognitive Development
Journal Article