A Reflective Storytelling Agent for Older Adults: Integrating Argumentation Schemes and Argument Mining in LLM-Based Personalised Narratives

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Baskar, Jayalakshmi, Kaelin, Vera C., Kilic, Kaan, Lindgren, Helena
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence H.5.2; I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Inclusive Kitchen Design for Older Adults: Generative AI Visualizations to Support Mild Cognitive Impairment
by: Bilau, Ibrahim, et al.
Published: (2026)

Mitigating Response Delays in Free-Form Conversations with LLM-powered Intelligent Virtual Agents
by: Maslych, Mykola, et al.
Published: (2025)

Argumentatively Coherent Judgmental Forecasting
by: Gorur, Deniz, et al.
Published: (2025)

Multi-Agent Synergy-Driven Iterative Visual Narrative Synthesis
by: Xi, Wang, et al.
Published: (2025)

Project Riley: Multimodal Multi-Agent LLM Collaboration with Emotional Reasoning and Voting
by: Ortigoso, Ana Rita, et al.
Published: (2025)

Can Large Language Models perform Relation-based Argument Mining?
by: Gorur, Deniz, et al.
Published: (2024)

"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims
by: Fu, Yu, et al.
Published: (2024)

SAGE: Sensor-Augmented Grounding Engine for LLM-Powered Sleep Care Agent
by: Lee, Hansoo, et al.
Published: (2026)

Reflective Verbal Reward Design for Pluralistic Alignment
by: Blair, Carter, et al.
Published: (2025)

Evaluating 5W3H Structured Prompting for Intent Alignment in Human-AI Interaction
by: Gang, Peng
Published: (2026)

CURATe: Benchmarking Personalised Alignment of Conversational AI Assistants
by: Alberts, Lize, et al.
Published: (2024)

Quantifying Cognitive Bias Induction in LLM-Generated Content
by: Alessa, Abeer, et al.
Published: (2025)

Word Importance Explains How Prompts Affect Language Model Outputs
by: Hackmann, Stefan, et al.
Published: (2024)

Sample-Efficient Language Model for Hinglish Conversational AI
by: Singh, Sakshi, et al.
Published: (2025)

Human Agency, Causality, and the Human Computer Interface in High-Stakes Artificial Intelligence
by: Hattab, Georges
Published: (2026)

Aligning Large Language Models for Faithful Integrity Against Opposing Argument
by: Zhao, Yong, et al.
Published: (2025)

Toward Architecture-Aware Evaluation Metrics for LLM Agents
by: Souza, Débora, et al.
Published: (2026)

A Replicable Robotics Awareness Method Using LLM-Enabled Robotics Interaction: Evidence from a Corporate Challenge
by: Prieto, S. A., et al.
Published: (2026)

ARGUS: Seeing the Influence of Narrative Features on Persuasion in Argumentative Texts
by: Nabhani, Sara, et al.
Published: (2026)

CommentScope: A Comment-Embedded Assisted Reading System for a Long Text
by: Chen, Shuai, et al.
Published: (2025)

StudyAlign: A Software System for Conducting Web-Based User Studies with Functional Interactive Prototypes
by: Lehmann, Florian, et al.
Published: (2025)

Functional Flexibility in Generative AI Interfaces: Text Editing with LLMs through Conversations, Toolbars, and Prompts
by: Lehmann, Florian, et al.
Published: (2024)

Can LLMs and humans be friends? Uncovering factors affecting human-AI intimacy formation
by: Hong, Yeseon, et al.
Published: (2025)

Building Browser Agents: Architecture, Security, and Practical Solutions
by: Vardanyan, Aram
Published: (2025)

AgentSM: Semantic Memory for Agentic Text-to-SQL
by: Biswal, Asim, et al.
Published: (2026)

Collaborative Document Editing with Multiple Users and AI Agents
by: Lehmann, Florian, et al.
Published: (2025)

WebNav: An Intelligent Agent for Voice-Controlled Web Navigation
by: Srinivasan, Trisanth, et al.
Published: (2025)

Smart ETL and LLM-based contents classification: the European Smart Tourism Tools Observatory experience
by: Cosme, Diogo, et al.
Published: (2024)

Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Process
by: Reza, Mohi, et al.
Published: (2025)

MAESTRO: Adapting GUIs and Guiding Navigation with User Preferences in Conversational Agents with GUIs
by: Lee, Sangwook, et al.
Published: (2026)

Bridging UI Design and chatbot Interactions: Applying Form-Based Principles to Conversational Agents
by: Anbalagan, Sanjay Krishna, et al.
Published: (2025)

Understanding Parents' Desires in Moderating Children's Interactions with GenAI Chatbots through LLM-Generated Probes
by: Driscoll, John, et al.
Published: (2026)

Classification of descriptions and summary using multiple passes of statistical and natural language toolkits
by: Banthia, Saumya, et al.
Published: (2020)

FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data
by: Khanal, Nabin, et al.
Published: (2024)

The Rise of Verbal Tics in Large Language Models: A Systematic Analysis Across Frontier Models
by: Wu, Shuai, et al.
Published: (2026)

ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant
by: Murzaku, John, et al.
Published: (2025)

ECLAIR: Enhanced Clarification for Interactive Responses
by: Murzaku, John, et al.
Published: (2025)

Autiverse: Eliciting Autistic Adolescents' Daily Narratives through AI-guided Multimodal Journaling
by: Yang, Migyeong, et al.
Published: (2025)

Distilled HuBERT for Mobile Speech Emotion Recognition: A Cross-Corpus Validation Study
by: Ismail, Saifelden M.
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
ui	"standard"
VUFIND_SESSION	"b7e8b9addcb305bed95cae888fd4898f"
language	"en"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790888926.2495 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "b7e8b9addcb305bed95cae888fd4898f" ]`]
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	"ui=standard; VUFIND_SESSION=b7e8b9addcb305bed95cae888fd4898f; language=en"
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	"216.73.217.142"
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	"13833"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2605_10531/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_10531/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790888926.2409
REQUEST_TIME	1790888926

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
ui	"standard"
VUFIND_SESSION	"b7e8b9addcb305bed95cae888fd4898f"
language	"en"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790888926.2495 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "b7e8b9addcb305bed95cae888fd4898f" ]`]
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	"ui=standard; VUFIND_SESSION=b7e8b9addcb305bed95cae888fd4898f; language=en"
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	"216.73.217.142"
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	"13833"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2605_10531/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_10531/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790888926.2409
REQUEST_TIME	1790888926

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: