Frontiers in Big Data

Original Research

Published on 22 Oct 2026

How transport coverage shapes access to opportunities: a national-scale isochrone analysis of bus network accessibility in England

in Data Analytics for Social Impact

Sam Townley
Federico Botta

Frontiers in Big Data

doi 10.3389/fdata.2026.1942887

643 views

Systematic Review

Accepted on 19 Oct 2026

Payment and Transaction Big Data for Economic Nowcasting and Decision Support: A Systematic Review of Predictive Performance and Real-Time Evaluation

in Data Analytics for Social Impact

LEONIDAS THEODORAKOPOULOS
Alexandra Theodoropoulou
Christos Klavdianos
Spyridon Garmpis
Aristogiannis Garmpis

Frontiers in Big Data

242 views

Original Research

Accepted on 19 Oct 2026

A Hybrid Graph Attention Network and Proximal Policy Optimization Framework for Adaptive Fog-Cloud Offloading and Frameproof-Based Secure IoT Data Transmission

in Cybersecurity and Privacy

Devendran Sudalai
Thanapal Pandi

Frontiers in Big Data

214 views

Original Research

Published on 19 Oct 2026

A retrieval-augmented multi-stage prompting framework for legal analysis in the Indian judicial system

in Machine Learning

Kanishkavardhan P.
Gowtham S.
Maheswari N.

Frontiers in Big Data

doi 10.3389/fdata.2026.1933830

867 views

Perspective

Accepted on 18 Oct 2026

The Limits of Privacy Enhancement in Healthcare Federated Learning: A ELSA Perspective in the EU context

in Cybersecurity and Privacy

Marine Jacquemin

Frontiers in Big Data

232 views

Technology and Code

Accepted on 17 Oct 2026

Adaptive Multi-Path Learning and Secure Inference in Hardware-Aware Edge AI Chips for Intelligent IoT Systems

in Network Science and Graph Data

J.Kavitha Reddy
A. Raveendra
Swapna Thouti
Rekharani Maddula
T. Suman
Silvia Gaftandzhieva
Mariya Zhekova

Frontiers in Big Data

395 views

Conceptual Analysis

Published on 16 Oct 2026

Managing quality-oriented big data: a conceptual architecture for acquisition, fusion, and analytics in data-driven organizations

in Data Mining and Management

Shahlokhon Gafurova
Shukhrat Rahmatov
Umida Zakhidova
Dilnoza Rakhimova
Gulshan Kabilova

Frontiers in Big Data

doi 10.3389/fdata.2026.1977331

504 views

Original Research

Accepted on 11 Oct 2026

Exploring Perceptions of OCR Technology Adoption for Paper Document Archiving in Saudi Arabia: An Exploratory Study

in Data Mining and Management

Alia Mohammed AlSulaimi

Frontiers in Big Data

458 views

Original Research

Published on 08 Oct 2026

Reliability-aware ensemble recommendation for open-network commerce: a dual-metric framework for jointly evaluating ranking accuracy and serving correctness

in Recommender Systems

Rish Praveen S
Vani Rajasekar

Frontiers in Big Data

doi 10.3389/fdata.2026.1911540

1,162 views

Data Report

Published on 08 Oct 2026

DermArtifactDB: a multi-label dataset for artifact annotation in public dermoscopic image repositories

in Medicine and Public Health

Vanesa Gómez-Martínez
David Chushig-Muzo
Isabel Polimón-Olabarrieta
Cristina Soguero-Ruiz

Frontiers in Big Data

doi 10.3389/fdata.2026.1866430

993 views

Conceptual Analysis

Accepted on 07 Oct 2026

Indirect tax accountability as record agreement: inventory accounting and auditing under digital technologies and big data

in Data Analytics for Social Impact

Nigora Alimkhanova
Rakhmonkul Hamidovich Djalilov
Salima Rayimovna Egamberdieva
Jasurbek Anvarovich Ismatullaev
Otabek Normamatovich Kholmuradov
Jura Oramov
Jakhongir Juraevich Oramov
Lobarkhon Anvarova
Asqarjon Asrorovich Raimberdiev

Frontiers in Big Data

324 views

Editorial

Published on 05 Oct 2026

Editorial: Responsible and robust evaluation for real-world recommendation and search systems

in Recommender Systems

Alejandro Bellogín
Pablo Sánchez
Laura Sebastiá

Frontiers in Big Data

doi 10.3389/fdata.2026.1995917

582 views

Systematic Review

Published on 05 Oct 2026

Big data analytics and sentiment analysis for health misinformation detection: a systematic literature review of influencing factors, implementation challenges and a data-driven adoption framework

in Data Mining and Management

Khurram Shahzad
Asfa Muhammed Din Javeed
Shakil Ahmad
Mujahid Latif
Kashaf Saleem

Frontiers in Big Data

doi 10.3389/fdata.2026.1948398

727 views

Correction

Accepted on 01 Oct 2026

Correction: Machine-assisted adaptive feedback consensus method for large-scale group decision making based on reinforcement learning

in Machine Learning

Hongyu Yu
Xuanhua Xu
Weiwei Zhang

Frontiers in Big Data

250 views

Brief Research Report

Accepted on 28 Sep 2026

From benchmark to user: an end-to-end evaluation audit of an AI-based oral health screening prototype

in Medicine and Public Health

Ivan Cheng Jun Char
Abdullah Sayed Ahmed Sayed
Kazuki Ichikawa
Youssif Mahmoud Gomaa Sayed
Abdurrahman Bin Milhan
Doreen Ying Ying Sim
Anand Ramanathan

Frontiers in Big Data

597 views

Perspective

Published on 28 Sep 2026

Controlled knowledge updating in memory-enabled AI agents: beyond model editing and recall

in Machine Learning

Gabriel Chavira Juárez
Eder Jahir Gonzalez Bravo
Guadalupe Esmeralda Rivera García
Javier A. Arcos Espinosa
Salvador W. Nava-Díaz

Frontiers in Big Data

doi 10.3389/fdata.2026.1938137

1,502 views

Original Research

Published on 24 Sep 2026

Anticipating user desires: predicting software product feature demand through consumer behavioral analytics

in Machine Learning

Abdullah A. Aldaeej

Frontiers in Big Data

doi 10.3389/fdata.2026.1931695

953 views

Original Research

Published on 24 Sep 2026

Machine-assisted adaptive feedback consensus method for large-scale group decision making based on reinforcement learning

in Machine Learning

Hongyu Yu
Xuanhua Xu
Weiwei Zhang

Frontiers in Big Data

doi 10.3389/fdata.2026.1921037

1,047 views

Original Research

Published on 23 Sep 2026

Evaluating the reach and equity of public spaces in Mexico City using mobility data: the case of the Utopías in Iztapalapa

in Data Analytics for Social Impact

Ollin D. Langle-Chimal
Natalia Cadavid-Aguilar
Alberto Meouchi-Vélez
Roberto Ponce-López

Frontiers in Big Data

doi 10.3389/fdata.2026.1942458

1,270 views

Opinion

Published on 18 Sep 2026

Humans as infrastructure: is AI-initiated steganography in social media possible?

in Cybersecurity and Privacy

Daniele Ortu

Frontiers in Big Data

doi 10.3389/fdata.2026.1923373

1,484 views

Original Research

Published on 15 Sep 2026

From crisis to new routine: shifts in urban shopping mobility and socioeconomic inequality during and after the COVID-19 shock

in Data Analytics for Social Impact

Yilun Xu
Mohsen Bahrami
Alex Pentland

Frontiers in Big Data

doi 10.3389/fdata.2026.1776172

1,408 views
1 citation

Original Research

Published on 14 Sep 2026

Voluntary disclosure, banking stability, and AI-augmented forensic accounting: an exploratory econometric and machine-learning study of Palestinian banks

in Data Analytics for Social Impact

Bahaa Subhi Razia
Najwan Ibrahim Jadallah
Qasim Zureigat
Reem Khamis
Bahaa Subhi Awwad

Frontiers in Big Data

doi 10.3389/fdata.2026.1914133

1,218 views

Review

Published on 14 Sep 2026

Algorithmic advances in smart TV content recommendation: a structured evidence-mapping review

in Recommender Systems

Zhe Chen
Jing He
Yuanjia Gong
Junge Liang
Jilong Li

Frontiers in Big Data

doi 10.3389/fdata.2026.1927033

1,088 views

Original Research

Published on 14 Sep 2026

An empirical test of antecedents and perceived performance of big data analytics in telecommunication companies

in Network Science and Graph Data

Ibrahim Magboul
Diaeldin Osman
Fadi Herzallah
Alnour Nadir Osman
Dexter Gittens

Frontiers in Big Data

doi 10.3389/fdata.2026.1763520

1,928 views

806 articles

articles

How transport coverage shapes access to opportunities: a national-scale isochrone analysis of bus network accessibility in England

Payment and Transaction Big Data for Economic Nowcasting and Decision Support: A Systematic Review of Predictive Performance and Real-Time Evaluation

A Hybrid Graph Attention Network and Proximal Policy Optimization Framework for Adaptive Fog-Cloud Offloading and Frameproof-Based Secure IoT Data Transmission

A retrieval-augmented multi-stage prompting framework for legal analysis in the Indian judicial system

The Limits of Privacy Enhancement in Healthcare Federated Learning: A ELSA Perspective in the EU context

Adaptive Multi-Path Learning and Secure Inference in Hardware-Aware Edge AI Chips for Intelligent IoT Systems

Managing quality-oriented big data: a conceptual architecture for acquisition, fusion, and analytics in data-driven organizations

Exploring Perceptions of OCR Technology Adoption for Paper Document Archiving in Saudi Arabia: An Exploratory Study

Reliability-aware ensemble recommendation for open-network commerce: a dual-metric framework for jointly evaluating ranking accuracy and serving correctness

DermArtifactDB: a multi-label dataset for artifact annotation in public dermoscopic image repositories

Indirect tax accountability as record agreement: inventory accounting and auditing under digital technologies and big data

Editorial: Responsible and robust evaluation for real-world recommendation and search systems

Big data analytics and sentiment analysis for health misinformation detection: a systematic literature review of influencing factors, implementation challenges and a data-driven adoption framework

Correction: Machine-assisted adaptive feedback consensus method for large-scale group decision making based on reinforcement learning

From benchmark to user: an end-to-end evaluation audit of an AI-based oral health screening prototype

Controlled knowledge updating in memory-enabled AI agents: beyond model editing and recall

Anticipating user desires: predicting software product feature demand through consumer behavioral analytics

Machine-assisted adaptive feedback consensus method for large-scale group decision making based on reinforcement learning

Evaluating the reach and equity of public spaces in Mexico City using mobility data: the case of the Utopías in Iztapalapa

Humans as infrastructure: is AI-initiated steganography in social media possible?

From crisis to new routine: shifts in urban shopping mobility and socioeconomic inequality during and after the COVID-19 shock

Voluntary disclosure, banking stability, and AI-augmented forensic accounting: an exploratory econometric and machine-learning study of Palestinian banks

Algorithmic advances in smart TV content recommendation: a structured evidence-mapping review

An empirical test of antecedents and perceived performance of big data analytics in telecommunication companies