AIED 2023 Intelligent Textbooks CFP

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AIED Intelligent Textbooks Workshop

This is the final call for papers for the 2023 AIED Workshop on Intelligent Textbooks (Notice: the deadlines have been extended)

Fifth Workshop on Intelligent Textbooks @ The 24th International Conference on Artificial Intelligence in Education (AIED’2023)

We are happy to announce that we will be organizing a full-day workshop at AIED 2023. The date of the workshop is July 3, 2023. AIED 2023 will be held in Tokio, Japan during July 3-7, 2023. See here: https://www.aied2023.org/

WORKSHOP DESCRIPTION

Textbooks have evolved over the last several decades in many aspects. Most textbooks can be accessed online, many of them freely. They often come with libraries of supplementary educational resources or online educational services built on top of them. As a result of these enrichments, new research challenges and opportunities emerge that call for the application of AIED methods to enhance digital textbooks and learners’ interaction with them. Therefore, we ask: How to facilitate access to textbooks and improve the reading process? What can be extracted from textbook content and data-mined from the logs of students interacting with it? How can we use large language models to support the development and usage of textbooks? This workshop seeks research contributions addressing these and other research questions related to the idea of intelligent textbooks. It aims at bringing together researchers working on different aspects of learning technologies to establish intelligent textbooks as a new, interdisciplinary research field. More information is available on the workshop website: https://intextbooks.science.uu.nl/workshop2023/

This workshop builds on the success of the four previous events:

  • 2022: https://intextbooks.science.uu.nl/workshop2022/
  • 2021: https://intextbooks.science.uu.nl/workshop2021/
  • 2020: https://intextbooks.science.uu.nl/workshop2020/
  • 2019: http://ml4ed.cc/2019-AIED-workshop/

TOPICS OF INTEREST

The workshop themes include but are not limited to:

  • Modeling and representation of textbooks: examining the prerequisite and the semantic structure of textbooks to enhance their readability;
  • Analysis and mining of textbook usage logs: analyzing the patterns of learners’ use of textbooks to obtain insights on learning and the pedagogical value of textbook content;
  • Generation, manipulation, and presentation: exploring and testing different formats and forms of textbook content to find the most effective means of presenting different knowledge;
  • Assessment and personalization: developing methods that can generate assessments and enhance textbooks with adaptive support to meet the needs of every learner using the textbook;
  • Knowledge visualization: augmenting textbooks with concept maps, open learner models and other knowledge-rich extensions
  • Collaborative technologies: building and deploying social components of digital textbooks that enable learners to interact with not only content but other learners;
  • Smart interactive content: extending online textbooks with various kinds of smart interactive content to improve learning, engagement, learner modeling, and personalization
  • Intelligent information retrieval and question-answering for digital textbooks
  • Content curation and enrichment: sorting through external resources on the web and finding the relevant resources to augment the textbook and provide additional information for learners.

IMPORTANT DATES

Paper submission: May 19, 2023 Notification of acceptance: June 09, 2023 Final version of accepted papers: June 23, 2023

PAPER SUBMISSION

Accepted papers will be presented orally and included in the workshop proceedings. At this point, we invite full (up to 12 pages) and short (up to 6 pages) paper submissions. Submissions should follow the 1-column CEUR-ART style. The docx template can be downloaded from: https://ceur-ws.org/Vol-XXX/CEUR-Template-1col.docx The general Overleaf page for LaTeX users is available at: https://www.overleaf.com/read/gwhxnqcghhdt Submission should be made in pdf format through the EasyChair system (https://easychair.org/my/conference?conf=itextbooks2023). Submissions will be reviewed by members of the workshop program committee.

PROGRAM COMMITTEE

Isaac Alpizar Chacon (Utrecht University & Instituto Tecnológico de Costa Rica) Debshila Basu Mallick (OpenStax, Rice University) Peter Brusilovsky (University of Pittsburgh) Paulo Carvalho (Carnegie Mellon University) Vinay Chaudhri Brendan Flanagan (Kyoto University) Reva Freedman (Northern Illinois University) Benny Johnson (VitalSource Technologies) Andrew Lan (University of Massachusetts Amherst) Noboru Matsuda (North Carolina State University) Roger Nkambou (Université du Québec à Montréal) Andrew Olney (University of Memphis) Philip Pavlik (University of Memphis) Cliff Shaffer (Virginia Tech) Sergey Sosnovsky (Utrecht University) Khushboo Thaker (University of Pittsburgh) Ilaria Torre (University of Genoa)

ORGANIZERS

  • Sergey Sosnovsky, Utrecht University
  • Peter Brusilovsky, University of Pittsburgh
  • Andrew S. Lan, University of Massachusetts Amherst