Data Humanism Decoded: A Characterization of its Principles to Bridge Data Visualization Researchers and Practitioners

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Al-Hazwani, Ibrahim, Zhang, Ke Er, Garrison, Laura, Bernard, Jürgen
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Human-Computer Interaction
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

A Critical Reflection on the Values and Assumptions in Data Visualization
von: Saharan, Shehryar, et al.
Veröffentlicht: (2026)

Deconstructing Implicit Beliefs in Visual Data Journalism: Unstable Meanings Behind Data as Truth & Design for Insight
von: Zhang, Ke Er Amy, et al.
Veröffentlicht: (2025)

Data Melodification FM: Where Musical Rhetoric Meets Sonification
von: Zhang, Ke Er Amy, et al.
Veröffentlicht: (2025)

Practitioners' Perspectives on Designing Data Visualizations for the General Public
von: Schuster, Regina, et al.
Veröffentlicht: (2023)

The Human-Data-Model Interaction Canvas for Visual Analytics
von: Bernard, Jürgen
Veröffentlicht: (2025)

When the Body Became Data: Historical Data Cultures and Anatomical Illustration
von: Correll, Michael, et al.
Veröffentlicht: (2024)

From Vision to Touch: Bridging Visual and Tactile Principles for Accessible Data Representation
von: Marriott, Kim, et al.
Veröffentlicht: (2025)

The Social Construction of Visualizations: Practitioner Challenges and Experiences of Visualizing Race and Gender Demographic Data
von: Dhawka, Priya, et al.
Veröffentlicht: (2025)

Grand Challenge: Mediating Between Confirmatory and Exploratory Research Cultures in Health Sciences and Visual Analytics
von: von Wyl, Viktor, et al.
Veröffentlicht: (2025)

Bridging Quantitative and Qualitative Methods for Visualization Research: A Data/Semantics Perspective in Light of Advanced AI
von: Weiskopf, Daniel
Veröffentlicht: (2024)

Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design
von: Zhu, Qian, et al.
Veröffentlicht: (2024)

Characterizing Creativity in Data Visualization: Reflections and Future Directions
von: Ma, Tianwei, et al.
Veröffentlicht: (2025)

Designing Annotations in Visualization: Considerations from Visualization Practitioners and Educators
von: Rahman, Md Dilshadur, et al.
Veröffentlicht: (2026)

Characterizing Visualization Perception with Psychological Phenomena: Uncovering the Role of Subitizing in Data Visualization
von: Wang, Arran Zeyu, et al.
Veröffentlicht: (2025)

Characterizing Data Visualization Literacy: a Systematic Literature Review
von: Beschi, Sara, et al.
Veröffentlicht: (2025)

Could Humans Outshine AI in Visual Data Analysis?
von: Koonchanok, Ratanond, et al.
Veröffentlicht: (2024)

Py maidr: Bridging Visual and Non-Visual Data Experiences Through a Unified Python Framework
von: Seo, JooYoung, et al.
Veröffentlicht: (2025)

A Design Space for the Critical Validation of LLM-Generated Tabular Data
von: Sachdeva, Madhav, et al.
Veröffentlicht: (2025)

Untangling Rhetoric, Pathos, and Aesthetics in Data Visualization
von: Prantl, Verena Ingrid, et al.
Veröffentlicht: (2023)

DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing -- A Design Study
von: Wyss, Alexander, et al.
Veröffentlicht: (2024)

Identifying Framing Practices in Visualization Design Through Practitioner Reflections
von: Shukla, Prakash, et al.
Veröffentlicht: (2025)

A Composable Agentic System for Automated Visual Data Reporting
von: Gyarmati, Péter Ferenc, et al.
Veröffentlicht: (2025)

What is the message? Perspectives on Visual Data Communication
von: Schuster, Regina, et al.
Veröffentlicht: (2023)

Human-Data Interaction: Thinking beyond individual datasets
von: Koesten, Laura, et al.
Veröffentlicht: (2024)

Evaluating the Usability of Differential Privacy Tools with Data Practitioners
von: Ngong, Ivoline C., et al.
Veröffentlicht: (2023)

What is Human-Centeredness in Human-Centered AI? Development of Human-Centeredness Framework and AI Practitioners' Perspectives
von: Pyae, Aung
Veröffentlicht: (2025)

Towards Narrative Medical Visualization
von: Meuschke, Monique, et al.
Veröffentlicht: (2021)

TherAIssist: Assisting Art Therapy Homework and Client-Practitioner Collaboration through Human-AI Interaction
von: Liu, Di, et al.
Veröffentlicht: (2025)

Towards Sustainable Research Data Management in Human-Computer Interaction
von: Goedicke, David, et al.
Veröffentlicht: (2023)

Advancing Data Equity: Practitioner Responsibility and Accountability in NLP Data Practices
von: Cunningham, Jay L., et al.
Veröffentlicht: (2025)

PaperBridge: Crafting Research Narratives through Human-AI Co-Exploration
von: Zhang, Runhua, et al.
Veröffentlicht: (2025)

Linting is People! Exploring the Potential of Human Computation as a Sociotechnical Linter of Data Visualizations
von: Crisan, Anamaria, et al.
Veröffentlicht: (2025)

Fields, Bridges, and Foundations: How Researchers Browse Citation Network Visualizations
von: Choe, Kiroong, et al.
Veröffentlicht: (2024)

Scalable Class-Centric Visual Interactive Labeling
von: Matt, Matthias, et al.
Veröffentlicht: (2025)

BAIT: Visual-illusion-inspired Privacy Preservation for Mobile Data Visualization
von: Cheng, Sizhe, et al.
Veröffentlicht: (2026)

Are Cognitive Biases as Important as they Seem for Data Visualization?
von: Baigelenov, Ali, et al.
Veröffentlicht: (2025)

Characterizing Data Scientists in the Real World
von: Pereira, Paula, et al.
Veröffentlicht: (2024)

Usability Issues With Mobile Applications: Insights From Practitioners and Future Research Directions
von: Weichbroth, Pawel
Veröffentlicht: (2025)

Bridging Service Design, Visualizations, and Visual Analytics in Healthcare Digital Twins: Challenges, Gaps, and Research Opportunities
von: Ershova, Mariia, et al.
Veröffentlicht: (2025)

Designing for Disclosure in Data Visualizations
von: Mehta, Krisha, et al.
Veröffentlicht: (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	"de"
VUFIND_SESSION	"a57ee538bd6831b526703d4b3ba40c0c"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790896965.7012 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "a57ee538bd6831b526703d4b3ba40c0c" ]`]
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=de; VUFIND_SESSION=a57ee538bd6831b526703d4b3ba40c0c; ui=standard"
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	"36046"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2509_00440/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2509_00440/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790896965.6969
REQUEST_TIME	1790896965

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler