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Artificial Intelligence in Education: 18th International Conference, AIED 2017, Wuhan, China, June 28 July 1, 2017, Proceedings 1st ed. 2017 [Pehme köide]

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  • Formaat: Paperback / softback, 678 pages, kõrgus x laius: 235x155 mm, 160 Illustrations, black and white; XXIX, 678 p. 160 illus., 1 Paperback / softback
  • Sari: Lecture Notes in Artificial Intelligence 10331
  • Ilmumisaeg: 23-Jun-2017
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 331961424X
  • ISBN-13: 9783319614243
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  • Formaat: Paperback / softback, 678 pages, kõrgus x laius: 235x155 mm, 160 Illustrations, black and white; XXIX, 678 p. 160 illus., 1 Paperback / softback
  • Sari: Lecture Notes in Artificial Intelligence 10331
  • Ilmumisaeg: 23-Jun-2017
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 331961424X
  • ISBN-13: 9783319614243

This book constitutes the refereed proceedings of the 18th International Conference on Artificial Intelligence in Education, AIED 2017, held in Wuhan, China, in June/July 2017. The 36 revised full papers presented together with 4 keynotes, 37 poster, presentations, 4 doctoral consortium papers, 5 industry papers, 4 workshop abstracts, and 2 tutorial abstracts were carefully reviewed and selected from 159 submissions. The conference provides opportunities for the cross-fertilization of approaches, techniques and ideas from the many fields that comprise AIED, including computer science, cognitive and learning sciences, education, game design, psychology, sociology, linguistics as well as many domain-specific areas.

Full Papers
An Adaptive Coach for Invention Activities
3(12)
Vincent Aleven
Helena Connolly
Octav Popescu
Jenna Marks
Marianna Lamnina
Catherine Chase
Evaluating the Effect of Uncertainty Visualisation in Open Learner Models on Students' Metacognitive Skills
15(13)
Lamiya Al-Shanfari
Carrie Demmans Epp
Chris Baber
Collaboration Improves Student Interest in Online Tutoring
28(12)
Ivon Arroyo
Naomi Wixon
Danielle Allessio
Beverly Woolf
Kasia Muldner
Winslow Burleson
Improving Sensor-Free Affect Detection Using Deep Learning
40(12)
Anthony F. Botelho
Ryan S. Baker
Neil T. Heffernan
ReaderBench Learns Dutch: Building a Comprehensive Automated Essay Scoring System for Dutch Language
52(12)
Mihai Dascalu
Wim Westera
Stefan Ruseti
Stefan Trausan-Matu
Hub Kurvers
Keeping the Teacher in the Loop: Technologies for Monitoring Group Learning in Real-Time
64(13)
Avi Segal
Shaked Hindi
Naomi Prusak
Osama Swidan
Adva Livni
Alik Palatnic
Baruch Schwarz
Ya'akov (Kobi) Gal
An Extensible Domain-Specific Language for Describing Problem-Solving Procedures
77(13)
Bastiaan Heeren
Johan Jeuring
Effects of Error-Based Simulation as a Counterexample for Correcting MIF Misconception
90(12)
Tsukasa Hirashima
Tomoya Shinohara
Atsushi Yamada
Yusuke Hayashi
Tomoya Horiguchi
Algorithm for Uniform Test Assembly Using a Maximum Clique Problem and Integer Programming
102(11)
Takatoshi Ishii
Maomi Ueno
Personalized Tag-Based Knowledge Diagnosis to Predict the Quality of Answers in a Community of Learners
113(12)
Oluwabukola Mayowa Ishola
Gordon McCalla
iSTART-ALL: Confronting Adult Low Literacy with Intelligent Tutoring for Reading Comprehension
125(12)
Amy M. Johnson
Tricia A. Guerrero
Elizabeth L. Tighe
Danielle S. McNamara
Adapting Step Granularity in Tutorial Dialogue Based on Pretest Scores
137(12)
Pamela Jordan
Patricia Albacete
Sandra Katz
The Impact of Student Individual Differences and Visual Attention to Pedagogical Agents During Learning with MetaTutor
149(13)
Sebastien Lalle
Michelle Taub
Nicholas V. Mudrick
Cristina Conati
Roger Azevedo
Automatic Extraction of AST Patterns for Debugging Student Programs
162(13)
Timotej Lazar
Martin Mozina
Ivan Bratko
Dusting Off the Messy Middle: Assessing Students' Inquiry Skills Through Doing and Writing
175(13)
Haiying Li
Janice Gobert
Rachel Dicker
Impact of Pedagogical Agents' Conversational Formality on Learning and Engagement
188(13)
Haiying Li
Art Graesser
iSTART Therefore I Understand: But Metacognitive Supports Did not Enhance Comprehension Gains
201(11)
Kathryn S. McCarthy
Matthew E. Jacovina
Erica L. Snow
Tricia A. Guerrero
Danielle S. McNamara
Inducing Stealth Assessors from Game Interaction Data
212(12)
Wookhee Min
Megan H. Frankosky
Bradford W. Mott
Eric N. Wiebe
Kristy Elizabeth Boyer
James C. Lester
Supporting Constructive Video-Based Learning: Requirements Elicitation from Exploratory Studies
224(14)
Antonija Mitrovic
Vania Dimitrova
Lydia Lau
Amali Weerasinghe
Moffat Mathews
Affect Dynamics in Military Trainees Using vMedic: From Engaged Concentration to Boredom to Confusion
238(12)
Jaclyn Ocumpaugh
Juan Miguel Andres
Ryan Baker
Jeanine DeFalco
Luc Paquette
Jonathan Rowe
Bradford Mott
James Lester
Vasiliki Georgoulas
Keith Brawner
Robert Sottilare
Behavioral Engagement Detection of Students in the Wild
250(12)
Eda Okur
Nese Alyuz
Sinem Asian
Utku Genc
Cagri Tanriover
Asli Arslan Esme
Improving Reading Comprehension with Automatically Generated Cloze Item Practice
262(12)
Andrew M. Olney
Philip I. Pavlik Jr.
Jaclyn K. Maass
Variations of Gaming Behaviors Across Populations of Students and Across Learning Environments
274(13)
Luc Paquette
Ryan S. Baker
Identifying Productive Inquiry in Virtual Labs Using Sequence Mining
287(12)
Sarah Perez
Jonathan Massey-Allard
Deborah Butler
Joss Ives
Doug Bonn
Nikki Yee
Ido Roll
"Thanks Alisha, Keep in Touch": Gender Effects and Engagement with Virtual Learning Companions
299(12)
Lydia G. Pezzullo
Joseph B. Wiggins
Megan H. Frankosky
Wookhee Min
Kristy Elizabeth Boyer
Bradford W. Mott
Eric N. Wiebe
James C. Lester
Hint Generation Under Uncertainty: The Effect of Hint Quality on Help-Seeking Behavior
311(12)
Thomas W. Price
Rui Zhi
Tiffany Barnes
Balancing Learning and Engagement in Game-Based Learning Environments with Multi-objective Reinforcement Learning
323(12)
Robert Sawyer
Jonathan Rowe
James Lester
Is More Agency Better? The Impact of Student Agency on Game-Based Learning
335(12)
Robert Sawyer
Andy Smith
Jonathan Rowe
Roger Azevedo
James Lester
Can a Teachable Agent Influence How Students Respond to Competition in an Educational Game?
347(12)
Bjorn Sjoden
Mats Lind
Annika Silvervarg
Face Forward: Detecting Mind Wandering from Video During Narrative Film Comprehension
359(12)
Angela Stewart
Nigel Bosch
Huili Chen
Patrick Donnelly
Sidney D'Mello
Modeling the Incubation Effect Among Students Playing an Educational Game for Physics
371(10)
May Marie P. Talandron
Ma. Mercedes T. Rodrigo
Joseph E. Beck
Predicting Learner's Deductive Reasoning Skills Using a Bayesian Network
381(12)
Ange Tato
Roger Nkambou
Janie Brisson
Serge Robert
Group Optimization to Maximize Peer Assessment Accuracy Using Item Response Theory
393(13)
Masaki Uto
Nguyen Due Thien
Maomi Ueno
What Matters in Concept Mapping? Maps Learners Create or How They Create Them
406(12)
Shang Wang
Erin Walker
Ruth Wylie
Reliability Investigation of Automatic Assessment of Learner-Build Concept Map with Kit-Build Method by Comparing with Manual Methods
418(12)
Warunya Wunnasri
Jaruwat Pailai
Yusuke Hayashi
Tsukasa Hirashima
Characterizing Students' Learning Behaviors Using Unsupervised Learning Methods
430(15)
Ningyu Zhang
Gautam Biswas
Yi Dong
Poster Papers
Student Preferences for Visualising Uncertainty in Open Learner Models
445(5)
Lamiya Al-Shanfari
Chris Baber
Carrie Demmans Epp
Intelligent Augmented Reality Tutoring for Physical Tasks with Medical Professionals
450(5)
Mohammed A. Almiyad
Luke Oakden-Rayner
Amali Weerasinghe
Mark Billinghurst
Synthesis of Problems for Shaded Area Geometry Reasoning
455(4)
Chris Alvin
Sumit Gulwani
Rupak Majumdar
Supratik Mukhopadhyay
Communication Strategies and Affective Backchannels for Conversational Agents to Enhance Learners' Willingness to Communicate in a Second Language
459(4)
Emmanuel Ayedoun
Yuki Hayashi
Kazuhisa Seta
A Multi-layered Architecture for Analysis of Non-technical-Skills in Critical Situations
463(4)
Yannick Bourrier
Francis Jambon
Catherine Garbay
Vanda Luengo
Conceptual Framework for Collaborative Educational Resources Adaptation in Virtual Learning Environments
467(5)
Vitor Bremgartner
Jose de Magalhaes Netto
Credine Menezes
Minimal Meaningful Propositions Alignment in Student Response Comparisons
472(4)
Florin Bulgarov
Rodney Nielsen
Does Adaptive Provision of Learning Activities Improve Learning in SQL-Tutor?
476(4)
Xingliang Chen
Antonija Mitrovic
Moffat Mathews
Constraint-Based Modelling as a Tutoring Framework for Japanese Honorifics
480(5)
Zachary T. Chung
Takehito Utsuro
Ma. Mercedes Rodrigo
Teaching iSTART to Understand Spanish
485(5)
Mihai Dascalu
Matthew E. Jacovina
Christian M. Soto
Laura K. Allen
Jianmin Dai
Tricia A. Guerrero
Danielle S. McNamara
Data-Driven Generation of Rubric Parameters from an Educational Programming Environment
490(4)
Nicholas Diana
Michael Eagle
John Stamper
Shuchi Grover
Marie Bienkowski
Satabdi Basu
Exploring Learner Model Differences Between Students
494(4)
Michael Eagle
Albert Corbett
John Stamper
Bruce M. McLaren
Ryan Baker
Angela Wagner
Benjamin MacLaren
Aaron Mitchell
Investigating the Effectiveness of Menu-Based Self-explanation Prompts in a Mobile Python Tutor
498(4)
Geela Venise Firmalo Fabic
Antonija Mitrovic
Kourosh Neshatian
Striking a Balance: User-Experience and Performance in Computerized Game-Based Assessment
502(4)
Carol M. Forsyth
Tanner Jackson
Del Hebert
Blair Lehman
Pat Inglese
Lindsay Grace
Interactive Score Reporting: An AutoTutor-Based System for Teachers
506(4)
Carol M. Forsyth
Stephanie Peters
Diego Zapata-Rivera
Jennifer Lentini
Art Graesser
Zhiqiang Cai
Transforming Foreign Language Narratives into Interactive Reading Applications Designed for Comprehensibility and Interest
510(4)
Pedro Furtado
Tsukasa Hirashima
Yusuke Hayashi
Exploring Students' Affective States During Learning with External Representations
514(5)
Beate Grawemeyer
Manolis Mavrikis
Claudia Mazziotti
Alice Hansen
Anouschka van Leeuwen
Nikol Rummel
Enhancing an Intelligent Tutoring System to Support Student Collaboration: Effects on Learning and Behavior
519(4)
Rachel Harsley
Barbara Di Eugenio
Nick Green
Davide Fossati
Assessing Question Quality Using NLP
523(5)
Kristopher J. Kopp
Amy M. Johnson
Scott A. Crossley
Danielle S. McNamara
The Effect of Providing Motivational Support in Parsons Puzzle Tutors
528(4)
Amruth N. Kumar
Assessing Student Answers to Balanced Tree Problems
532(4)
Chun W. Liew
Huy Nguyen
Darren J. Norton
A Comparisons of BKT, RNN and LSTM for Learning Gain Prediction
536(4)
Chen Lin
Min Chi
Uncovering Gender and Problem Difficulty Effects in Learning with an Educational Game
540(4)
Bruce McLaren
Rosta Farzan
Deanne Adams
Richard Mayer
Jodi Forlizzi
Analyzing Learner Affect in a Scenario-Based Intelligent Tutoring System
544(4)
Benjamin Nye
Shamya Karumbaiah
S. Tugba Tokel
Mark G. Core
Giota Stratou
Daniel Auerbach
Kallirroi Georgila
Proficiency and Preference Using Local Language with a Teachable Agent
548(5)
Amy Ogan
Evelyn Yarzebinski
Roberto De Roock
Cristina Dumdumaya
Michelle Banawan
Ma. Mercedes Rodrigo
LiftUpp: Support to Develop Learner Performance
553(4)
Frans A. Oliehoek
Rahul Savani
Elliot Adderton
Xia Cui
David Jackson
Phil Jimmieson
John Christopher Jones
Keith Kennedy
Ben Mason
Adam Plumbley
Luke Dawson
StairStepper: An Adaptive Remedial iSTART Module
557(4)
Cecile A. Perret
Amy M. Johnson
Kathryn S. McCarthy
Tricia A. Guerrero
Jianmin Dai
Danielle S. McNamara
AttentiveLearner2: A Multimodal Approach for Improving MOOC Learning on Mobile Devices
561(4)
Phuong Pham
Jingtao Wang
Automated Analysis of Lecture Video Engagement Using Student Posts
565(5)
Nicholas R. Stepanek
Brian Dorn
A Study of Learners' Behaviors in Hands-On Learning Situations and Their Correlation with Academic Performance
570(4)
Remi Venant
Kshitij Sharma
Pierre Dillenbourg
Philippe Vidal
Julien Broisin
Assessing the Collaboration Quality in the Pair Program Tracing and Debugging Eye-Tracking Experiment
574(4)
Maureen Villamor
Yancy Vance Paredes
Japheth Duane Samaco
Joanna Feliz Cortez
Joshua Martinez
Ma. Mercedes Rodrigo
EMBRACE: Applying Cognitive Tutor Principles to Reading Comprehension
578(4)
Erin Walker
Audrey Wong
Sarah Fialko
M. Adelaida Restrepo
Arthur M. Glenberg
Effects of a Dashboard for an Intelligent Tutoring System on Teacher Knowledge, Lesson Plans and Class Sessions
582(4)
Franceska Xhakaj
Vincent Aleven
Bruce M. McLaren
Dynamics of Affective States During MOOC Learning
586(4)
Xiang Xiao
Phuong Pham
Jingtao Wang
Learning from Errors: Identifying Strategies in a Math Tutoring System
590(4)
Jun Xie
Keith Shubeck
Scotty D. Craig
Xiangen Hu
Can Short Answers to Open Response Questions Be Auto-Graded Without a Grading Rubric?
594(4)
Xi Yang
Lishan Zhang
Shengquan Yu
Regional Cultural Differences in How Students Customize Their Avatars in Technology-Enhanced Learning
598(7)
Evelyn Yarzebinski
Cristina Dumdumaya
Ma. Mercedes T. Rodrigo
Noboru Matsuda
Amy Ogan
Doctoral Consortium Papers
Teaching Informal Logical Fallacy Identification with a Cognitive Tutor
605(4)
Nicholas Diana
Michael Eagle
John Stamper
Kenneth R. Koedinger
Digital Learning Projection: Learning Performance Estimation from Multimodal Learning Experiences
609(4)
Daniele Di Mitri
Learning with Engaging Activities via a Mobile Python Tutor
613(4)
Geela Venise Firmalo Fabic
Antonija Mitrovic
Kourosh Neshatian
Math Reading Comprehension: Comparing Effectiveness of Various Conversation Frameworks in an ITS
617(6)
Keith T. Shubeck
Ying Fang
Xiangen Hu
Industry Papers
4C: Continuous Cognitive Career Companions
623(7)
Bhavna Agrawal
Rong Liu
Ravi Kokku
Yi-Min Chee
Ashish Jagmohan
Satya Nitta
Michael Tan
Sherry Sin
Wizard's Apprentice: Cognitive Suggestion Support for Wizard-of-Oz Question Answering
630(6)
Jae-wook Ahn
Patrick Watson
Maria Chang
Sharad Sundararajan
Tengfei Ma
Nirmal Mukhi
Srijith Prabhu
Interaction Analysis in Online Maths Human Tutoring: The Case of Third Space Learning
636(8)
Mutlu Cukurova
Manolis Mavrikis
Rose Luckin
James Clark
Candida Crawford
Using a Model for Learning and Memory to Simulate Learner Response in Spaced Practice
644(6)
Mark A. Riedesel
Neil Zimmerman
Ryan Baker
Tom Titchener
James Cooper
Bridging the Gap Between High and Low Performing Pupils Through Performance Learning Online Analysis and Curricula
650(9)
Tej Samani
Kaska Porayska-Pomsta
Rose Luckin
Tutorials and Workshops
2nd International Workshop on Intelligent Mentoring Systems (IMS2017)
659(3)
Vania Dimitrova
Art Graesser
Andrew J. Hampton
Lydia Lau
Antonija Mitrovic
David Williamson Shaffer
Amali Weerasinghe
Workshop: Sharing and Reusing Data and Analytic Methods with LearnSphere
662(3)
Kenneth Koedinger
John Stamper
Phil Pavlik
Ran Liu
How Do We Unleash AIEd at Scale to Benefit All Teachers and Learners?
665(3)
Rose Luckin
Manolis Mavrikis
Mutlu Cukurova
Kaska Porayska-Pomsta
Wayne Holmes
Bart Rienties
Daniel Spikol
Vincent Aleven
Laurie Forcier
Turn Theories into Products: Implementation of Artificial Intelligence in Education
668(1)
Ryan Baker
Xiangen Hu
Jeff Wang
Will Ma
AutoTutor Tutorial: Authoring Conversational Intelligent Systems
669(2)
Zhiqiang Cai
Xiangen Hu
Keith Shubeck
Kai-Chih Bai
Art Graesser
Bor-Chen Kuo
Chen-Huei Liao
Propensity Score Analysis: Hands-on Approach to Measuring and Modeling Educational Data (Tutorial)
671(4)
Vivekanandan Kumar
David Boulanger
Shawn N. Fraser
Author Index 675