Adaptive Visual Dialog for Intelligent Tutoring Systems

被引：4

作者：

Ahn, Jae-wook ^{[1
]}

Chang, Maria ^{[1
]}

Watson, Patrick ^{[1
]}

Tejwani, Ravi ^{[1
]}

Sundararajan, Sharad ^{[1
]}

Abuelsaad, Tamer ^{[1
]}

Prabhu, Srijith ^{[1
]}

机构：

[1] IBM TJ Watson Res Ctr, 1101 Kitchawan Rd, Yorktown Hts, NY 10598 USA

来源：

ARTIFICIAL INTELLIGENCE IN EDUCATION, PT II | 2018年 / 10948卷

关键词：

Intelligent tutoring system; Conversational dialog systems; Adaptive visualization; Visual dialog;

D O I：

10.1007/978-3-319-93846-2_77

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Conversational dialog systems are well known to be an effective tool for learning. Modern approaches to natural language processing and machine learning have enabled various enhancements to conversational systems but they mostly rely on text- or speech-only interactions, which puts limits on how learners can express and explore their knowledge. We introduce a novel method that addresses such limitations by adopting a visualization that is coordinated with a text-based conversational interface. This allows learners to seamlessly perceive and express knowledge through language and visual representations.

引用

页码：413 / 418

页数：6

共 50 条

[1] INTELLIGENT TUTORING DIALOG - THE STRUCTURES OF AN INTERACTION
PETRIEBROWN, A
[J]. ARTIFICIAL INTELLIGENCE AND EDUCATION /: SYNTHESIS AND REFLECTION, 1989, : 195 - 201
[2] Design framework of adaptive intelligent tutoring systems
Ali Kürşat Erümit
İsmail Çetin
[J]. Education and Information Technologies, 2020, 25 : 4477 - 4500
[3] Adaptive interface methodology for intelligent tutoring systems
Curilem, GS
de Azevedo, FM
Barbosa, AR
[J]. INTELLIGENT TUTORING SYSTEMS, PROCEEDINGS, 2004, 3220 : 741 - 750
[4] Adaptive feedback selection for intelligent tutoring systems
Gutierrez, Fernando
Atkinson, John
[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (05) : 6146 - 6152
[5] Design framework of adaptive intelligent tutoring systems
Erumit, Ali Kursat
Cetin, Ismail
[J]. EDUCATION AND INFORMATION TECHNOLOGIES, 2020, 25 (05) : 4477 - 4500
[6] Adaptive intelligent tutoring systems for e-learning systems
Phobun, Pipatsarun
Vicheanpanya, Jiracha
[J]. INNOVATION AND CREATIVITY IN EDUCATION, 2010, 2 (02): : 4064 - 4069
[7] A Computer Adaptive Testing Method for Intelligent Tutoring Systems
Kozierkiewicz-Hetmanska, Adrianna
Ngoc Thanh Nguyen
[J]. KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT I, 2010, 6276 : 281 - 289
[8] ADAPTIVE SYSTEMS - FROM INTELLIGENT TUTORING TO AUTONOMOUS AGENTS
BENYON, D
MURRAY, D
[J]. KNOWLEDGE-BASED SYSTEMS, 1993, 6 (04) : 197 - 219
[9] A method for modelling adaptive interactions in Intelligent Tutoring Systems
Frigo, Luciana B.
Cardoso, Janette
Bittencourt, Guilherme
[J]. INTERNATIONAL JOURNAL OF CONTINUING ENGINEERING EDUCATION AND LIFE-LONG LEARNING, 2007, 17 (4-5) : 381 - 391
[10] Intelligent Production of Serious Games in Intelligent Tutoring Systems Based on Adaptive Workflows
Beyyoudh, Mohammed
Idrissi, Mohammed Khalidi
Bennani, Samir
[J]. ADVANCED INTELLIGENT SYSTEMS FOR SUSTAINABLE DEVELOPMENT (AI2SD'2019): VOL 1 - ADVANCED INTELLIGENT SYSTEMS FOR EDUCATION AND INTELLIGENT LEARNING SYSTEM, 2020, 1102 : 157 - 167

← 1 2 3 4 5 →