Exploring Student Feedback Needs and Design Opportunities in Data Storytelling Education

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Posada, Jennifer, Hassan, Taha, Chen, Lujie Karen, Yarnall, Louise, Gong, Jiaqi
Format:	Preprint
Published:	2026
Subjects:	Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Interactive Storytelling and Reading Activities
by: Sun, Yuling, et al.
Published: (2024)

Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs
by: Wang, Huichen Will, et al.
Published: (2025)

Reflections on Teaching Data Storytelling at the Journalism School
by: Lan, Xingyu
Published: (2024)

Feature-Action Design Patterns for Storytelling Visualizations with Time Series Data
by: Khan, Saiful, et al.
Published: (2024)

Bridging Learnersourcing and AI: Exploring the Dynamics of Student-AI Collaborative Feedback Generation
by: Singh, Anjali, et al.
Published: (2023)

Assessing Data Literacy in K-12 Education: Challenges and Opportunities
by: Goldman, Annabel, et al.
Published: (2026)

Towards Collective Storytelling: Investigating Audience Annotations in Data Visualizations
by: Kauer, Tobias, et al.
Published: (2025)

VizCrit: Exploring Strategies for Displaying Computational Feedback in a Visual Design Tool
by: Li, Mingyi, et al.
Published: (2026)

The Stories We Tell About Data: Media Types for Data-Driven Storytelling
by: Zhao, Zhenpeng, et al.
Published: (2022)

Tonal Cognition in Sonification: Exploring the Needs of Practitioners in Sonic Interaction Design
by: Choi, Minsik, et al.
Published: (2024)

From Misunderstandings to Learning Opportunities: Leveraging Generative AI in Discussion Forums to Support Student Learning
by: Pozdniakov, Stanislav, et al.
Published: (2025)

Snake Story: Exploring Game Mechanics for Mixed-Initiative Co-creative Storytelling Games
by: Yang, Daijin, et al.
Published: (2024)

Designing an Adaptive Storytelling Platform to Promote Civic Education in Politically Polarized Learning Environments
by: Wegemer, Christopher M., et al.
Published: (2025)

3DStoryline: Immersive Visual Storytelling
by: Yao, Haonan, et al.
Published: (2024)

Scaffolding Metacognition with GenAI: Exploring Design Opportunities to Support Task Management for University Students with ADHD
by: Zhu, Zihao, et al.
Published: (2026)

Exploring Needs and Design Opportunities for Proactive Information Support in In-Person Small-Group Conversations
by: Zhou, Shaoze, et al.
Published: (2026)

Designing Born-Accessible Courses in Data Science and Visualization: Challenges and Opportunities of a Remote Curriculum Taught by Blind Instructors to Blind Students
by: Seo, JooYoung, et al.
Published: (2024)

Opportunities and Barriers for AI Feedback on Meeting Inclusion in Socioorganizational Teams
by: Houtti, Mo, et al.
Published: (2026)

Toward Supporting Narrative-Driven Data Exploration: Barriers and Design Opportunities
by: Huang, Oliver, et al.
Published: (2025)

Reflections on Designing and Running Visualization Design and Programming Activities in Courses with Many Students
by: Knudsen, Søren, et al.
Published: (2023)

Exploring the Danmaku Content Moderation on Video-Sharing Platforms: Existing Limitations, Challenges, and Design Opportunities
by: Hu, Siying, et al.
Published: (2024)

What Students Ask, How a Generative AI Assistant Responds: Exploring Higher Education Students' Dialogues on Learning Analytics Feedback
by: Uzun, Yildiz, et al.
Published: (2026)

Data Storytelling in Data Visualisation: Does it Enhance the Efficiency and Effectiveness of Information Retrieval and Insights Comprehension?
by: Shao, Honbo, et al.
Published: (2024)

Bury Me Here --The New Genre of Narrative Design Game Based on Immersive Storytelling
by: Li, Zhongsheng, et al.
Published: (2024)

What Do We Mean When We Talk About Data Storytelling?
by: Yang, Leni, et al.
Published: (2025)

SportsBuddy: Designing and Evaluating an AI-Powered Sports Video Storytelling Tool Through Real-World Deployment
by: Lin, Tica, et al.
Published: (2025)

Expecting Too Much, Getting Too Little: Exploring the Challenges and Design Opportunities of Asynchronous AI Interviewers
by: Sakib, Md Nazmus, et al.
Published: (2026)

When Group Spirit Meets Personal Journeys: Exploring Motivational Dynamics and Design Opportunities in Group Therapy
by: Geng, Shixian, et al.
Published: (2024)

Exploring K-12 Physical Education Teachers' Perspectives on Opportunities and Challenges of AI Integration Through Ideation Workshops
by: Ahn, Dakyeom, et al.
Published: (2025)

To Measure What Isn't There -- Visual Exploration of Missingness Structures Using Quality Metrics
by: Fernstad, Sara Johansson, et al.
Published: (2025)

FuturePrism: Supporting Adolescence in Collaborative Storytelling to Cope with Future Uncertainty
by: Chen, Yonglin, et al.
Published: (2026)

Surveillance and Disability in Online Proctored Exams: Student Perspectives and Design Implications
by: Kwapisz, Monika Blue, et al.
Published: (2025)

"It Felt Like I Was Left in the Dark": Exploring Information Needs and Design Opportunities for Family Caregivers of Older Adult Patients in Critical Care Settings
by: Fu, Shihan, et al.
Published: (2025)

Demystifying Technology for Policymaking: Exploring the Rideshare Context and Data Initiative Opportunities to Advance Tech Policymaking Efforts
by: Zhang, Angie
Published: (2024)

CO-OPERA: A Human-AI Collaborative Playwriting Tool to Support Creative Storytelling for Interdisciplinary Drama Education
by: Ma, Xuejiao, et al.
Published: (2025)

User Feedback-Informed Interface Design for Flow Management Data and Services (FMDS)
by: Abdulhak, Sinan, et al.
Published: (2024)

Progressive Web Application for Storytelling Therapy Support
by: Jimenez-Honrado, Javier, et al.
Published: (2025)

InSituTale: Enhancing Augmented Data Storytelling with Physical Objects
by: Takahira, Kentaro, et al.
Published: (2025)

Exploring Socio-Cultural Challenges and Opportunities in Designing Mental Health Chatbots for Adolescents in India
by: Sehgal, Neil K. R., et al.
Published: (2025)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"en"
ui	"standard"
VUFIND_SESSION	"7dd7ed76b555219493f724d59c3a43e8"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790827047.253 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "7dd7ed76b555219493f724d59c3a43e8" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=en; ui=standard; VUFIND_SESSION=7dd7ed76b555219493f724d59c3a43e8"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.216.147"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"64877"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2605_16271/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2605_16271/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790827047.2443
REQUEST_TIME	1790827047

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"en"
ui	"standard"
VUFIND_SESSION	"7dd7ed76b555219493f724d59c3a43e8"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790827047.253 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "7dd7ed76b555219493f724d59c3a43e8" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=en; ui=standard; VUFIND_SESSION=7dd7ed76b555219493f724d59c3a43e8"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.216.147"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"64877"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2605_16271/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2605_16271/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790827047.2443
REQUEST_TIME	1790827047

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: