AXIS: Generating Explanations at Scale with Learnersourcing and Machine Learning (original) (raw)

Software Components for Generating Explanations

Vladan Devedzic

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Learning online via prompts to explain

Geza Kovacs

CHI '14 Extended Abstracts on Human Factors in Computing Systems, 2014

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iSee: Intelligent Sharing of Explanation Experience by Users for Users

Nirmalie Wiratunga

28th International Conference on Intelligent User Interfaces

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Explanation in Intelligent Tutoring Systems

Ljubomir Jerinic

Volume LXXVIII, BAM 1196/96, pp 183-192., 1996

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Enhancing Human Understanding through Intelligent Explanations

Tina Mioch, Maaike Harbers

Communications in Computer and Information Science, 2008

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Tutoring Answer Explanation Fosters Learning with Understanding Understanding

Kenneth Koedinger

1999

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Enhancing learning through self-explanation

Anjana Weerasinghe

International Conference on Computers in Education, 2002. Proceedings., 2002

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A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment

Michel Desmarais

Educational Data Mining, 2020

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Issues Affecting User Confidence in Explanation Systems

Azimeh Gharavi

2018

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Explanation and e-Learning: A First Pass

Thomas Roth-berghofer, M. Memmel

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The KNIGHT Experiments: Empirically Evaluating an Explanation Generation System

James Lester

1995

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Understanding complex natural language explanations in tutorial applications

UMARANI PAPPUSWAMY

2006

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Generating Explanations in an Intelligent Tutor Designed to Teach Fundamental Knowledge'

James Lester

1989

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A reactive approach to explanation: Taking the user's feedback into account

William Swartout

Natural language generation in …, 1991

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Scaling up explanation generation: Large-scale knowledge bases and empirical studies

James Lester

1996

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Exploring the Need for Explainable Artificial Intelligence (XAI) in Intelligent Tutoring Systems (ITS)

Vanessa Putnam

2019

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Explanation Module in an Intelligent Tutoring Shell

Ljubomir Jerinic

Proceedings of the Fifteenth IASTED International Conference "Applied Informatics", 1997

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Reframing explanation as an interactive medium: The EQUAS (Explainable QUestion Answering System) project

Ayush Shrivastava

Applied AI Letters, 2021

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Scaling Up Explanation Generation: Large-Scale Knowledge irical St ies

James Lester

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Component-Based Explanation in Intelligent Tutoring Systems

Vladan Devedzic

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Dynamically improving explanations: A revision-based approach to explanation generation

James Lester

1997

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The Explanation Agent

amal zouaq

2000

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Generating explanations in context

Giuseppe Carenini

… of the 1st international conference on …, 1993

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Teaching the Machine to Explain Itself using Domain Knowledge

Pedro Bizarro

ArXiv, 2020

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Trends in Explanations

Boris Glavic

2021

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Eliciting student explanations during tutorial dialogue for the purpose of providing formative feedback

Michael Ford

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The effects of example-based explanations in a machine learning interface

Jess Holbrook

Proceedings of the 24th International Conference on Intelligent User Interfaces

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Generating tailored examples to support learning via self-explanation

Giuseppe Carenini

2001

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Extended explanations as student models for guiding tutorial dialogue

UMARANI PAPPUSWAMY

2003

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A natural language argumentation interface for explanation generation in Markov decision processes

Judy Goldsmith

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2011

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Infrastructure for Web Explanations

Paulo Silva

2003

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Evaluating the effectiveness of a tutorial dialogue system for self-explanation

Amy Ogan

2004

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