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Human contingency learning (HCL) is the observation that people tend to acquire knowledge based on whichever outcome has the highest probability of occurring
Human_contingency_learning
Table layout for visualizing performance; also called an error matrix
researchers, to compare human and machine classifications of visual (and later auditory) stimuli. It is a special kind of contingency table, with two dimensions
Confusion_matrix
Contingency in operant conditioning
human behavior. The antecedent stimulus occurs first in the contingency and signals that reinforcement or punishment is available on the contingency of
Three-term_contingency
1st episode of the 2nd season of Person of Interest
"The Contingency" is the first episode and season premiere of the second season of the American television drama series Person of Interest. It is the
The_Contingency
Systematic approach to understanding the behavior of humans and other animals
individual's history, including especially reinforcement and punishment contingencies, together with the individual's current motivational state and controlling
Behaviorism
Theory of learning
plasticity that underlies Hebbian learning is known to depend on contingency. Neuroimaging studies suggest that the human mirror system is sensitive to sensorimotor
Associative_sequence_learning
Plan in case something unexpected occurs
A contingency plan, or alternate plan, also known colloquially as Plan B, is a plan devised for an outcome other than in the usual (expected) plan. It
Contingency_plan
Business and management theory
The contingency model by business and management psychologist Fred Fiedler is a contingency theory concerned with the effectiveness of a leader in an
Fiedler_contingency_model
Practice of humans eating other humans
Human cannibalism is the act or practice of humans eating the flesh or internal organs of other human beings. A person who practices cannibalism is called
Human_cannibalism
Type of associative learning process for behavioral modification
thirty seconds. Contingency: To be most effective, reinforcement should occur consistently after responses and not at other times. Learning may be slower
Operant_conditioning
Aspect of learning procedure
associative learning (e.g., instrumental learning and human associative memory); a number of observations differentiate them, especially the contingencies whereby
Classical_conditioning
1956 and 1980 volumes by Günther Anders
philosopher University of Freiburg. "From The Outdatedness of Human Beings to and Ethics of Contingency, Guenther Anders as a Thinker of the Present." Symposium
The Outdatedness of Human Beings
The_Outdatedness_of_Human_Beings
American psychologist (born 1946)
(ISBN 0-7388-5251-1) Learning and Memory, with Daniel Reisberg The Battle for Human Nature: Science, Morality and Modern Life Behaviorism, Science, and Human Nature
Barry_Schwartz_(psychologist)
Models of leadership
context of these two leadership styles in his 1993 publication on the contingency model. Fiedler pointed out that a task oriented leader can be most considerate
Task-oriented and relationship-oriented leadership
Task-oriented_and_relationship-oriented_leadership
Austrian-American industrial and organizational psychiatrist
and organizational psychologist known for his work on leadership and contingency theory. He was born in Vienna, Austria to Victor and Helga Schallinger
Fred_Fiedler
Sociological study of social organizations
professionalism, chain of command, defined responsibility, and bounded authority. Contingency theory holds that an organization must try to maximize performance by
Organizational_theory
American psychologist (born 1948)
supervision of Carolyn Shantz, focused on infant attachment and contingency learning. Over her career, Autonucci has studied social relations at all stages
Toni_Antonucci
Grouping a set of objects by similarity
retrieval, bioinformatics, data compression, computer graphics and machine learning. Cluster analysis refers to a family of algorithms and tasks rather than
Cluster_analysis
Set of statistical processes for estimating the relationships among variables
(often called the outcome or response variable, or a label in machine learning parlance) and one or more independent variables (often called regressors
Regression_analysis
Statistical method
marketing, product management, operations research, finance, and machine learning. It may help to deal with data sets where there are large numbers of observed
Factor_analysis
Learning that occurs through observing the behaviour of others
learning which takes various forms, based on various processes. In humans, this form of learning seems to not need reinforcement to occur, but instead, requires
Observational_learning
Learning style
M. K. (1991). "Components of Visual Orienting in Early Infancy: Contingency Learning, Anticipatory Looking, and Disengaing". Journal of Cognitive Neuroscience
Visual_learning
Concept in machine learning
Double descent in statistics and machine learning is the phenomenon where a model's error rate on the test set initially decreases with the number of parameters
Double_descent
1950 book on automation by Norbert Wiener
human/machine society, Wiener offers a definition of the message as: "a sequence of events in time which, though in itself has a certain contingency,
The_Human_Use_of_Human_Beings
Process that identifies current and future human resources needs
there are better human resource practices than others and those should be adopted within organization while contingency says that human resource practices
Strategic human resource planning
Strategic_human_resource_planning
Business model
commitment are high. Two-factor theory Managerial grid model 3D Theory Contingency theory Three levels of leadership model Trait leadership Hersey, P. and
Situational_leadership_theory
American psychologist and social philosopher (1904–1990)
Skinner, B. F. 1966. Contingencies of Reinforcement. New York: Appleton-Century-Crofts. Skinner, B. F. 1953. Science and Human Behavior. New York: Macmillan
B._F._Skinner
Diagnostic plot of binary classifier ability
instances for some condition. The four outcomes can be formulated in a 2×2 contingency table or confusion matrix, as follows: the number of real positive cases
Receiver operating characteristic
Receiver_operating_characteristic
Science that studies individual behavior of different species
who discovered operant behavior, reinforcers, secondary reinforcers, contingencies of reinforcement, stimulus control, shaping, intermittent schedules
Experimental analysis of behavior
Experimental_analysis_of_behavior
Unintentional learning of complex information
Schmidt, James R.; Houwer, Jan De; Besner, Derek (2010-03-01). "Contingency learning and unlearning in the blink of an eye: A resource dependent process"
Implicit_learning
Method of data analysis
library for machine learning which contains modules for computing principal components. Correspondence analysis (for contingency tables) Multiple correspondence
Principal_component_analysis
Way of inferring information from cross-covariance matrices
1875. CCA is now a cornerstone of multivariate statistics and multi-view learning, and a great number of interpretations and extensions have been proposed
Canonical_correlation
Interdisciplinary theory
Exploitation: A Neurally Inspired Mechanism to Learn Sensorimotor Contingencies". Human-Friendly Robotics 2020: 13th International Workshop. Springer International
Embodied_cognition
Study of mental functions and behaviors
both human and other animal behavior is learned. A principle of behavioral research is that the mechanisms involved in learning apply to both humans and
Psychology
Soviet psychological framework
some brief comments on human creativity in activity theory and the implications of activity theory for tacit knowledge and learning. Activity theory begins
Activity_theory
across various components as follows: Additionally, IndiaAI Overheads and Contingency received funding of ₹102.69 crore (US$11 million). The digital public
Artificial intelligence in India
Artificial_intelligence_in_India
Process of learning better perception skills
stimulus reward contingencies. It has thus been suggested that learning (of task irrelevant stimuli) is contingent upon spatially diffusive learning signals.
Perceptual_learning
Awareness of internal and external existence
a factor in self-recognition. The brain processes during contingency awareness and learning is believed to rely on an intact medial temporal lobe and
Consciousness
encompasses the mental capacities of non-human animals, including insect cognition. The study of animal conditioning and learning used in this field was developed
Animal_cognition
Return of a sign, symptom, or disease after a remission
These include pharmacotherapy, cognitive behavioral techniques, and contingency management. The main goals of treating substance dependence and preventing
Relapse
Techniques for changing computer screen display depending on where the viewer is looking
the gaze-contingency paradigm can be classified an interactive eye-tracking application. Over the past century, the way the eyes move in human activities
Gaze-contingency_paradigm
Neuroscientific theory
stimulus contingencies". Nat Neurosci. 4 (7): 687–688. doi:10.1038/89465. PMID 11426221. S2CID 33130204. Balleine, B. W., & O'Doherty, J. P. (2010). Human and
Hebbian_theory
Process of identifying causality
may also be inferred in the absence of a force, through the notion of contingency. A cause can be removal (or stopping), like removing a support from a
Causal_reasoning
Overview of concepts related to organizational theory
Deliberation Fail fast Hawthorne effect Human resources Intention Institutional logic Just-in-time learning Learning organization Maturity model Metadesign
Outline of organizational theory
Outline_of_organizational_theory
Probabilistic model
probability theory, statistics—particularly Bayesian statistics—and machine learning. Generally, probabilistic graphical models use a graph-based representation
Graphical_model
Branch of psychotherapy
behaviour is influenced by the observable learning environment and how to change such behaviour through contingency management or exposure therapies, which
Behaviour_therapy
Psychological paradigm for behavior analysis
to deposit one coin into the box to gain a food reward, but when the contingencies were changed such that two coins were required to gain the reward, the
Shaping_(psychology)
Specific learned behavior from classical conditioning
lever-pressing was robust, even though the operant, lever-press - food contingency was not altered at all. This experiment is critical in experimental psychology
Conditioned emotional response
Conditioned_emotional_response
Region of the prefrontal cortex of the brain
encoding contingencies in a flexible manner, encoding value, encoding inferred value, inhibiting responses, learning changes in contingency, emotional
Orbitofrontal_cortex
Branch of psychology concerned with the scientific study of human learning
branch of psychology concerned with the scientific study of human learning. The study of learning processes from both cognitive and behavioral perspectives
Educational_psychology
Management discipline studying human transformational processes within organizations
plans; Continuous learning and adaptation – treating change as an iterative process with frequent feedback loops and adjustments; Human experience focus
Change_management
supports the notion that attachment is operant-based learning. An infant's sensitivity to contingencies can be affected by biological factors and environment
Behavior analysis of child development
Behavior_analysis_of_child_development
Interaction between users and computers
hardware, and networks. Multiple views on interactivity exist. In the "contingency view" of interactivity, there are three levels: Not interactive, when
Interactivity
1957 novel by Robert A. Heinlein
particularly on the slave trade. In addition, Baslim has Thorby memorize a contingency plan and a message to deliver to any of five starship captains in the
Citizen_of_the_Galaxy
Concept in behavioral psychology
52–108). New York: Appleton-Century-Crofts. Skinner, B.F. (1969). Contingencies of Reinforcement: A theoretical analysis. New York: Appleton-Century-Crofts
Generality_(psychology)
Branch of artificial intelligence
names: authors list (link) Vidal, Thierry (January 1999). "Handling contingency in temporal constraint networks: from consistency to controllabilities"
Automated planning and scheduling
Automated_planning_and_scheduling
Welsh psychologist
phenomena in L2 acquisition: Contingency, cue competition, salience, interference, overshadowing, blocking, and perceptual learning. Applied Linguistics, 27(2)
Nick_Ellis
Hypothetical consciousness in artificial systems
murder; and the hosts are normally designed not to harm humans. In Greg Egan's short story Learning to Be Me, a small jewel is implanted in people's heads
Artificial_consciousness
Early form of diver propulsion vehicle
Human torpedoes or manned torpedoes are a type of diver propulsion vehicle on which the diver rides, generally in a seated position behind a fairing.
Human_torpedo
Process of learning a new or upgrading an old skill set or trade
throughout their careers. In human resources, "career cushioning" refers to employees who discreetly upskill and network as a contingency plan in the event of
Retraining
Animal self-awareness test
showed that they exhibited behavior associated with self-awareness (i.e. contingency checking and unusual self-directed behavior). Atlantic ghost crab (Ocypode
Mirror_test
Categorization of data using statistics
considered to be possible values of the dependent variable. In machine learning, the observations are often known as instances, the explanatory variables
Statistical_classification
American psychologist (born 1939)
(Milstein, Pihl, & Smart, 1974) Effects of alcohol and behavior contingencies on human aggression (Zeichner, & Pihl, 1979) Measurement of Psychological
Robert_O._Pihl
Tendency to give more importance to negative experiences than positive ones
including the formation of impressions and general evaluations; attention, learning, and memory; and decision-making and risk considerations. Paul Rozin and
Negativity_bias
Perception of one's environment
measurement from a series of experiments that measured contingency awareness during learning, and later extended to mental workload and fatigue. Situation
Situation_awareness
2017 film directed by Alexander Payne
travelers discover that, the next day, Dr. Asbjørnsen is enacting a contingency plan: he and the other colonists are going to enter a large underground
Downsizing_(film)
Learning technique
Augmented learning is an on-demand learning technique where the environment adapts to the learner. By providing remediation on-demand, learners can gain
Augmented_learning
Psychological behavior
learned helplessness and social anxiety. A 1992 study showed that the non-contingency between responses and outcomes when solving chess problems leads to a
Learned_helplessness
Application of respondent and operant conditioning to change behavior
maladaptive behaviors, often through implementing differential reinforcement contingencies. Although ABA is most commonly associated with autism intervention,
Applied_behavior_analysis
How one process influences another
conditional independencies observed. Alternative methods of structure learning search through the many possible causal structures among the variables
Causality
Forming something new and somehow valuable
reconcile these competing views, contingency models were proposed. The rationale behind these models is that certain contingency factors (e.g., creativity climate
Creativity
How a person regulates themselves or wishes to regulate their environment
of the contingency model of leadership effectiveness: A review of empirical findings. Psychological Bulletin, 76, 129 "Fiedler's Contingency Model of
Control_(psychology)
Philosophy dealing with absurdity of existence
Existentialism is a family of philosophical views and inquiry that explore the human individual's struggle to lead an authentic life despite the apparent absurdity
Existentialism
Mental connection between ideas or mental states
studies of reinforcers on behavior. His studies included the aspect of contingency, which refers to the connection between a specific action and the following
Association_(psychology)
Symbolic AI and its influence on philosophy and psychology
design ... and we saw ... that it is indeed difficult to capture every contingency of appropriate behavior in a set of necessary and sufficient logical
GOFAI
associative learning accounts for both primitive, implicit system of automatic link formations and conscious, effortful system of contingency inferences
Perruchet_effect
Stimulus that reinforces the cessation of a behavior
high-democratic rather than low-democratic. One variable affecting punishment is contingency, which is defined as the dependency of events. A behavior may be dependent
Punishment_(psychology)
Stages in the development of children
factors and learning, but most commonly involves an interaction between the two. Development may also occur as a result of human nature and of human ability
Child_development
1932 dystopian novel by Aldous Huxley
anticipates huge scientific advancements in reproductive technology, sleep-learning, psychological manipulation, and classical conditioning that are combined
Brave_New_World
Practice of teaching behaviors to dogs
Topál, József; Csányi, Vilmos (1 December 2001). "Social learning in dogs: the effect of a human demonstrator on the performance of dogs in a detour task"
Dog_training
Process by which an organization deals with a harmful emergency
line of defense might not work. It is necessary to maintain a list of contingency plans and to be always on alert. Organizations and individuals should
Crisis_management
Idea that an animal's developmental stages resemble its evolutionary ancestors
recapitulationist". In the late 20th century, studies of symbolism and learning in the field of cultural anthropology suggested that "both biological evolution
Recapitulation_theory
Quantitative measurement of accuracy
another gold standard test – and cross tabulates the data into a 2×2 contingency table, comparing the two classifications. One then evaluates the classifier
Evaluation of binary classifiers
Evaluation_of_binary_classifiers
2010 video game
supersoldiers, known as Noble Team, attempting to stage a defense of the human world known as Reach, which falls under Covenant attack. After releasing
Halo:_Reach
Group of neural structures responsible for motivation and desire
contingency or value are called habits. This distinction is thought to reflect two forms of learning, model free and model based. Model free learning
Reward_system
social learning model of couples therapy. In this model of therapy, partners learn to be nicer to each other through behavioral exchange (contingency contracts)
Integrative behavioral couples therapy
Integrative_behavioral_couples_therapy
Any cause that reduces reproductive success in a proportion of a population
species of brown seaweed, Fucus radicans. Human activity can lead to unintended changes in the environment. The human activity will have a possible negative
Evolutionary_pressure
Topics referred to by the same term
education, lifelong learning and culture Laogai Research Foundation, a research and advocacy organization founded by Chinese human rights activist Harry
LRF
American professor of the history of technology
History and Technology and Culture," T&C 51 (2010): 961–94 "Chance and Contingency: Putting Mel Kranzberg in Context," T&C 50 (2009): 839–72. Kranzberg
Melvin_Kranzberg
Process of understanding changes in life
basic operant concepts, where learning is a process of meaning making that is governed largely by natural contingencies; reinforcement is an organic process
Meaning-making
Psychology experiment
experiment was used by psychologist Albert Bandura to test his social learning theory. Between 1961 and 1963, he studied children's behaviour after watching
Bobo_doll_experiment
Cognitive neuroscience concept
University of Texas describes the performance of humans in determining cause and effects as the contingency rule ΔP, defined as P = P(E|C) - P(E|~C) where
Frequency_format_hypothesis
Process of attracting and selecting candidates for a job
Referral Booster". Society for Human Resource Management (SHRM).[permanent dead link] Teacher's Guide to Performance-Based Learning and Assessment. "What is
Recruitment
Superseded ecological theory
balance of nature and reach an up-to-date understanding about ecosystems' contingency. In Ursula K. Le Guin's Earthsea fantasy series, using magic means to
Balance_of_nature
Organizational theory
and the material simultaneously. It was introduced after legacies of contingency theory and structuration theory had characterized the field of Information
Sociomateriality
Hypothetical devices to extract oxygen from water
Artificial gills are hypothetical devices to allow a human to be able to take in oxygen from surrounding water. This is speculative technology that has
Artificial_gills_(human)
Macro theory of human motivation and personality
Self-determination theory (SDT) is a macro theory of human motivation and personality regarding individuals' innate tendencies toward growth and innate
Self-determination_theory
Salafi jihadist militant organisation
UN. 1 February 2019. "Operation Inherent Resolve and other overseas contingency operations" (PDF). US Department of Defense. 31 December 2018. Cockburn
Islamic_State
Balanced accountability for both individuals and the organization
accountability and promotes a learning organization culture. In this system, honest human mistakes are seen as a learning opportunity for the organization
Just_culture
Method of statistical inference
that in consistency a personalist could abandon the Bayesian model of learning from experience. Salt could lose its savour." Indeed, there are non-Bayesian
Bayesian_inference
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