eprintid: 10128405
rev_number: 14
eprint_status: archive
userid: 608
dir: disk0/10/12/84/05
datestamp: 2021-05-25 10:18:37
lastmod: 2021-09-28 22:27:37
status_changed: 2021-05-25 10:18:37
type: proceedings_section
metadata_visibility: show
creators_name: Perez-Ortiz, M
creators_name: Dormann, C
creators_name: Rogers, Y
creators_name: Bulathwela, S
creators_name: Kreitmayer, S
creators_name: Yilmaz, E
creators_name: Noss, R
creators_name: Shawe-Taylor, J
title: X5Learn: A Personalised Learning Companion at the Intersection of AI and HCI
ispublished: pub
divisions: UCL
divisions: B04
divisions: C05
divisions: F48
keywords: Future User Interfaces, User Modeling, Artificial Intelligence, Recommender Systems, Open Education, Human Computer Interaction, Information Retrieval
note: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
abstract: X5Learn (available at https://x5learn.org ) is a human-centered AI-powered platform for supporting access to free online educational resources. X5Learn provides users with a number of educational tools for interacting with open educational videos, and a set of tools adapted to suit the pedagogical preferences of users. It is intended to support both teachers and students, alike. For teachers, it provides a powerful platform to reuse, revise, remix, and redistribute open courseware produced by others. These can be videos, pdfs, exercises and other online material. For students, it provides a scaffolded and informative interface to select content to watch, read, make notes and write reviews, as well as a powerful personalised recommendation system that can optimise learning paths and adjust to the user's learning preferences. What makes X5Learn stand out from other educational platforms, is how it combines human-centered design with AI algorithms and software tools with the goal of making it intuitive and easy to use, as well as making the AI transparent to the user. We present the core search tool of X5Learn, intended to support exploring open educational materials.
date: 2021-04-14
date_type: published
publisher: ACM: Association for Computing Machinery
official_url: http://dx.doi.org/10.1145/3397482.3450721
oa_status: green
full_text_type: other
language: eng
primo: open
primo_central: open_green
verified: verified_manual
elements_id: 1862398
doi: 10.1145/3397482.3450721
isbn_13: 9781450380188
lyricists_name: Perez Ortiz, Maria
lyricists_name: Rogers, Yvonne
lyricists_name: Shawe-Taylor, John
lyricists_id: MPERE90
lyricists_id: YROGE95
lyricists_id: JSHAW87
actors_name: Perez Ortiz, Maria
actors_id: MPERE90
actors_role: owner
full_text_status: public
publication: International Conference on Intelligent User Interfaces, Proceedings IUI
place_of_pub: New York, NY, USA
pagerange: 70-74
event_title: IUI '21: 26th International Conference on Intelligent User Interfaces
book_title: Proceedings of the 26th International Conference on Intelligent User Interfaces
citation:        Perez-Ortiz, M;    Dormann, C;    Rogers, Y;    Bulathwela, S;    Kreitmayer, S;    Yilmaz, E;    Noss, R;           Perez-Ortiz, M;  Dormann, C;  Rogers, Y;  Bulathwela, S;  Kreitmayer, S;  Yilmaz, E;  Noss, R;  Shawe-Taylor, J;   - view fewer <#>    (2021)    X5Learn: A Personalised Learning Companion at the Intersection of AI and HCI.                     In:  Proceedings of the 26th International Conference on Intelligent User Interfaces.  (pp. pp. 70-74).  ACM: Association for Computing Machinery: New York, NY, USA.       Green open access   
 
document_url: https://discovery.ucl.ac.uk/id/eprint/10128405/1/Paper_IUI%286%29.pdf