Articles

Showing 8 articles

• Original Research

  Published 8 October 2026

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

  Rish Praveen S · Vani Rajasekar

  Frontiers in Big Data

  doi 10.3389/fdata.2026.1911540

• Original Research

  Published 7 October 2026

  Algorithmic allure: a theoretical framework for dark AI patterns and the erosion of informed consent in AI-driven digital marketing

  Keltoum Bentameur · Zineb Hamadi · Riyad Bouaici

  Frontiers in Communication

  doi 10.3389/fcomm.2026.1935069

• Editorial

  Published 5 October 2026

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

  Alejandro Bellogín · Pablo Sánchez · Laura Sebastiá

  Frontiers in Big Data

  doi 10.3389/fdata.2026.1995917

• Review

  Published 30 September 2026

  Consensus or conflict? Recommender systems as recursive exposure systems in the production of polarization

  Sadiq C. P. · Rahul Shukla

  Frontiers in Sociology

  doi 10.3389/fsoc.2026.1940431

• Original Research

  Published 23 September 2026

  Tension, torn, or truly stuck? Understanding tensions in multi-stakeholder recommender development at legacy media companies through paradox theory

  Hanne Vandenbroucke · Pieter Van der Elst · Annelien Smets · Tim Raats

  Frontiers in Communication

  doi 10.3389/fcomm.2026.1840975

• Review

  Published 16 September 2026

  Toward an integrated framework of media dependency: a theoretical review of uses–dependency and new media dependency models

  Safran Safar Almakaty · Mohammad Alquaary · Hossam Fayez

  Frontiers in Communication

  doi 10.3389/fcomm.2026.1848139

• Original Research

  Published 16 September 2026

  Recommendation in the era of GenAI: from an attention economy to a trust economy

  Anouck Butraud-Assathian · Joëlle Farchy · Léna Laqueyrerie

  Frontiers in Communication

  doi 10.3389/fcomm.2026.1828344

• Review

  Published 14 September 2026

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

  Zhe Chen · Jing He · Yuanjia Gong · Junge Liang · Jilong Li

  Frontiers in Big Data

  doi 10.3389/fdata.2026.1927033