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Numerical uncertainty management in user and student modeling: An overview of systems and issues

Data up to Jan 2025

Published1996
Citations236
References92

Total Citations Per Year

Abstract

References (92)

Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference

1988 • 17,362 citations

Artificial intelligence: A modern approach

1996 • 11,168 citations

Human Inference: Strategies and Shortcomings of Social Judgment.

1983 • 4,358 citations

Untitled

1995 • 3,278 citations

Decision analysis and behavioral research

1986 • 3,043 citations

Book Review Nisbett, R. , & Ross, L.Human inference: Strategies and shortcomings of social judgment.Englewood Cliffs, N.J.: Prentice-Hall, 1980.

1982 • 2,944 citations

Social cognition, 2nd ed.

1991 • 2,433 citations

Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence

1991 • 2,394 citations

Agents that reduce work and information overload

1994 • 2,386 citations

Artificial Intelligence: A Modern Approach

1995 • 1,952 citations

Item Response Theory: Principles and Applications

1984 • 1,832 citations

Item Response Theory

1985 • 1,719 citations

Rule-Based Expert Systems: The MYCIN Experiments of the Stanford Heuristic Programming Project

1986 • 1,711 citations

Fuzzy logic, neural networks, and soft computing

1994 • 1,521 citations

Machine learning: An artificial intelligence approach

1983 • 1,386 citations

Human Inference: Strategies and Shortcomings of Social Judgment.

1981 • 1,280 citations

Rule-based expert systems: The mycin experiments of the stanford heuristic programming project

1985 • 1,207 citations

Computerized Adaptive Testing: A Primer

1990 • 1,179 citations

Learning Efficient Classification Procedures and Their Application to Chess End Games

1983 • 1,071 citations

Advances in the Dempster-Shafer theory of evidence

1994 • 1,028 citations

An Introduction to Fuzzy Logic Applications in Intelligent Systems

1992 • 839 citations

Bayesian networks without tears: making Bayesian networks more accessible to the probabilistically unsophisticated

1991 • 752 citations

Probabilistic Reasoning in Expert Systems, Theory and Algorithms

1992 • 630 citations

Cognitively Diagnostic Assessment

2012 • 488 citations

The fuzzy systems handbook: a practitioner's guide to building, using, and maintaining fuzzy systems

1994 • 482 citations

A Bayesian model of plan recognition

1993 • 481 citations

Readings in Uncertain Reasoning

1990 • 470 citations

Uncertainty in Artificial Intelligence

1990 • 413 citations

Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence (1995)

2013 • 404 citations

Readings in Fuzzy Sets for Intelligent Systems

1993 • 304 citations

Journal of Artificial Intelligence in Education

1993 • 294 citations

Book review: Neural Networks and Fuzzy Systems: A Dynamical Systems Approach to Machine Intelligence by Bart Kosko (Prentice Hall 1992)

1992 • 284 citations

Preferences and reasons for communicating probabilistic information in verbal or numerical terms

1993 • 276 citations

Introduction to knowledge spaces: How to build, test, and search them.

1990 • 269 citations

Languages and Designs for Probability Judgment*

1985 • 251 citations

Evolving agents for personalized information filtering

2002 • 229 citations

Uncertainty and Vagueness in Knowledge Based Systems

1991 • 226 citations

The paradoxical success of fuzzy logic

1994 • 218 citations

EVIDENCE AND INFERENCE IN EDUCATIONAL ASSESSMENT1,2

1995 • 196 citations

Elicitation of Probabilities for Belief Networks: Combining Qualitative and Quantitative Information

2013 • 186 citations

Plan-based integration of natural language and graphics generation

1993 • 182 citations

KNOME: Modeling What the User Knows in UC

1989 • 181 citations

The BATmobile: towards a Bayesian automated taxi

1995 • 179 citations

Decision analysis and expert systems

1991 • 178 citations

The Dempster-Shafer theory of evidence

1990 • 171 citations

The role of probability-based inference in an intelligent tutoring system

1996 • 163 citations

Display of information for time-critical decision making

1995 • 162 citations

A review of human linguistic probability processing: General principles and empirical evidence

1995 • 155 citations

Local learning in probabilistic networks with hidden variables

1995 • 154 citations

Mathematical Frontiers Of The Social And Policy Sciences

2019 • 150 citations

Evidence and inference in educational assessment

1994 • 139 citations

Heterogeneous learning in the Doppelg�nger user modeling system

1995 • 137 citations

Uncertainty and Vagueness in Knowledge Based Systems: Numerical Methods

1991 • 130 citations

Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence (1994)

2013 • 120 citations

Probabilistic student models: Bayesian Belief Networks and Knowledge Space Theory

1992 • 97 citations

Accounting for context in plan recognition, with application to traffic monitoring

1995 • 97 citations

A probabilistic model of plan recognition

1991 • 96 citations

Possibility Theory and Soft Data Analysis

1996 • 85 citations

Incorporating default inferences into plan recognition

1990 • 82 citations

Probabilistic Reasoning in Expert Systems, Theory and Algorithms

1992 • 75 citations

The Automated Mapping of Plans for Plan Recognition**This research was sponsored in part by NSF grant IRI-9158473, DARPA contract DAAE-07-92-C-R012, and AFOSR grant F49620-94-1-0027.

1994 • 75 citations

State-Space Abstraction for Anytime Evaluation of Probabilistic Networks

1994 • 74 citations

User-expertise modeling with empirically derived probabilistic implication networks

1996 • 65 citations

Adaptive provision of evaluation-oriented information: tasks and techniques

1995 • 60 citations

Uncertain evidence and artificial analysis

1988 • 59 citations

A dempster-shafer approach to modeling agent preferences for plan recognition

1996 • 56 citations

Individualized tutoring using an intelligent fuzzy temporal relational database

1990 • 49 citations

Evidential reasoning using DELIEF

1990 • 46 citations

Knowledge assessment: tapping human expertise by the QUERY routine

1994 • 44 citations

Modeling the Student in Sherlock II

1994 • 44 citations

A framework for explaining decision-theoretic advice

1994 • 33 citations

Knowledge and belief in philosophy and artificial intelligence

1995 • 32 citations

Knowledge assessment

1994 • 31 citations

Using Dempster-Shafer's belief-function theory in expert systems

1994 • 31 citations

Fuzzy techniques and user modeling in Sales Assistants

1996 • 30 citations

Monte-Carlo methods make Dempster-Shafer formalism feasible

1994 • 28 citations

Expert Systems Using Fuzzy Logic

1992 • 27 citations

An Experimental Comparison of Numerical and Qualitative Probabilistic Reasoning

1994 • 27 citations

Logarithmic-Time Updates and Queries in Probabilistic Networks

1996 • 24 citations

Modeling the user knowledge by belief networks

1992 • 23 citations

Bias in human judgement under uncertainty?

1995 • 21 citations

Calculus with linguistic probabilities and beliefs

1994 • 14 citations

Fuzzy Logic: An Interface Between Logic and Human Reasoning

1994 • 9 citations

Generating explanations for evidential reasoning

1995 • 7 citations

A probabilistic inference scheme for hierarchical buggy models

1993 • 6 citations

Responses to Elkan (Nader Vadiee, Mohammad Jamshidi)

1994 • 6 citations

Responses to Elkan (Christian Freksa)

1994 • 5 citations

Modalities in Knowledge Representation

1993 • 5 citations

Modelling the student in Pitagora 2.0

1995 • 5 citations

Handling Uncertainty during Plan Recognition in Task-Oriented Consultation Systems

1991 • 3 citations

Responses to Elkan (B. Chandrasekaran)

1994 • 2 citations

Semantics and Pragmatics of Vague Probability Expressions

2019 • 1 citations

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