Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

AI in Humanities and Social Sciences

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1-20 of 29 ARTICLES
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 in 
https://doi.org/10.12688/f1000research.169794.1
Research Article metrics AWAITING PEER REVIEW
Algorithmic targeting in the Iranian–Israeli confrontation: Technical realities, legal thresholds, and the boundaries of human control
[version 1; peer review: awaiting peer review]
Lamia faris
Peer Reviewers Invited
PUBLISHED 03 Nov 2025
https://doi.org/10.12688/f1000research.171494.1
Systematic Review metrics AWAITING PEER REVIEW
Artificial Intelligence Adoption as a Driver of Innovation and Competitiveness in SMEs: A Bibliometric and Systematic Review
[version 1; peer review: awaiting peer review]
Yohannes Yesuf, Ziska Fields
Peer Reviewers Invited
  • Funder
  • N/A
PUBLISHED 31 Oct 2025
https://doi.org/10.12688/f1000research.171453.1
Opinion Article metrics
Deep Gamification and Artificial Intelligence as Catalysts of Educational Transformation
[version 1; peer review: 1 not approved]
Diana Milena Patiño Barriga, Ana Dolores Vargas Sánchez, Paloma Valdivia Vizarreta
Peer Reviewers Rocsana Manea Tonis
  • Funder
  • Universidad de La Sabana
PUBLISHED 22 Oct 2025
https://doi.org/10.12688/f1000research.166372.2
Research Article metrics
Revised
New Horizons in Higher Education: Examining the Mental Well-Being of Medical & Health Sciences Students Through the Use of Artificial Intelligence Based Chatbot Platforms in the United Arab Emirates – A Cross-Sectional Comparative Study
[version 2; peer review: 2 approved]
Eman Abdelaziz Rashad Dabou, Fatma Magdi Ibrahim, Mustafa Faisal Haimour, Aya Saleh, Richard Mottershead
Peer Reviewers Assisst .Prof Dr Iman Hussein Alwan; Professor David Taylor
LATEST VERSION PUBLISHED 06 Oct 2025
https://doi.org/10.12688/f1000research.167988.1
Research Article metrics AWAITING PEER REVIEW
You are the Driver and AI is the Mate: Exploring Human-Led Creative and Critical Thinking in AI-Augmented Learning Environments
[version 1; peer review: awaiting peer review]
Inuusah Mahama, Patience Amadu
Peer Reviewers Invited
PUBLISHED 24 Sep 2025
https://doi.org/10.12688/f1000research.169681.1
Research Article metrics AWAITING PEER REVIEW
AI-Driven Healthcare Entrepreneurship: Transforming Clinical Practice Through Innovation, Access, and Affordability
[version 1; peer review: awaiting peer review]
Sixbert SANGWA, Placide Mutabazi
Peer Reviewers Invited
PUBLISHED 15 Sep 2025
https://doi.org/10.12688/f1000research.161351.2
Research Article metrics
Revised
Teachers’ and students’ use of ChatGPT at Social science faculty in the public and private Universities of Bangladesh
[version 2; peer review: 2 approved]
Arifur Rahman, Md Khairul Islam, Abdullah Al-Mamun, Md Shahidul Islam
Peer Reviewers Sarin Sok; Soha Rawas
LATEST VERSION PUBLISHED 05 Sep 2025
https://doi.org/10.12688/f1000research.166251.1
Research Article metrics AWAITING PEER REVIEW
Beyond Biology: AI as Family and the Future of Human Bonds and Relationships
[version 1; peer review: awaiting peer review]
Prashant Mahajan
Peer Reviewers Invited
PUBLISHED 26 Aug 2025
https://doi.org/10.12688/f1000research.166248.1
Research Article metrics
Personalised and Collaborative Learning Experience (PCLE) Framework for AI-driven Learning Management System (LMS)
[version 1; peer review: 2 approved]
Claireta Tang Weiling, Lew Sook Ling, Ooi Shih Yin
Peer Reviewers Rifki Wijaya; A Shobana Devi
  • Funder
  • Fundamental Research Grant Scheme (FRGS)
PUBLISHED 20 Aug 2025
https://doi.org/10.12688/f1000research.167592.1
Study Protocol metrics AWAITING PEER REVIEW
Use of artificial intelligence within the gambling field: a scoping review protocol
[version 1; peer review: awaiting peer review]
Ståle Pallesen, Elise Constance Fodstad, Conchita Sisi Martin, Farangis Sharifibastan, Rune Krumsvik, Hailemariam Weldemariam
Peer Reviewers Invited
PUBLISHED 20 Aug 2025
https://doi.org/10.12688/f1000research.165879.1
Research Article metrics
Translating dialects between ChatGPT and DeepSeek: Yemeni Sana’ani Arabic terms as a case-in-point
[version 1; peer review: 2 approved with reservations]
Mohammed Q. Shormani, Alia. Ali Al-Samki
Peer Reviewers Cao-Tuong DINH; Liang Ding
PUBLISHED 16 Jul 2025
https://doi.org/10.12688/f1000research.164796.1
Research Article metrics AWAITING PEER REVIEW
The Limits of AI in Understanding Emotions: Challenges in Bridging Human Experience and Machine Perception
[version 1; peer review: awaiting peer review]
Alain Finet, Kevin Kristoforidis, Julie Laznicka
Peer Reviewers Invited
  • Funder
  • Fédération Wallonie-Bruxelles
PUBLISHED 13 Jun 2025
https://doi.org/10.12688/f1000research.165342.1
Research Article metrics
Machine Learning Algorithms to Predict Digital Competencies in University Faculty
[version 1; peer review: 1 approved]
Jenniffer Sobeida Moreira-Choez, Aracelly Fernanda Núñez-Naranjo, Asia Cecilia Carrasco-Valenzuela, Héctor Luis López-López, Jesús Alejandro Vázquez Meza, Angel Ramón Sabando-García
Peer Reviewers Giorgia Montanucci and Talia Sbardella
PUBLISHED 10 Jun 2025
https://doi.org/10.12688/f1000research.160297.2
Research Article metrics
Revised
Mapping the landscape: A bibliometric analysis of AI and teacher collaboration in educational research
[version 2; peer review: 2 approved]
Arvind Nain, N.S Bohra, Archana Singh, Rekha Verma, Rakesh Kumar, Rajesh Kumar
Peer Reviewers Amar Johri; Musa Adekunle Ayanwale
  • Funder
  • None
LATEST VERSION PUBLISHED 01 May 2025
https://doi.org/10.12688/f1000research.163354.1
Research Article metrics
Exploring the challenges of AI-driven business intelligence systems in the Malaysian insurance industry
[version 1; peer review: 2 approved]
Sharmila Ramachandaran, Zubaidi Mahalley, Riska Nuraini, Bablu Kumar Dhar
Peer Reviewers Urvesh chaudhery; vasantha shanmugam
PUBLISHED 22 Apr 2025
https://doi.org/10.12688/f1000research.161306.2
Research Article metrics
Revised
Non-native speakers of English or ChatGPT: Who thinks better?
[version 2; peer review: 2 approved, 2 approved with reservations]
Mohammed Q. Shormani
Peer Reviewers Hui Zong; Belle Li; FX. Risang Baskara; Fawaz Qasem
LATEST VERSION PUBLISHED 31 Mar 2025
https://doi.org/10.12688/f1000research.162306.1
Systematic Review metrics
Machine learning based radiomics approach for outcome prediction of meningioma – a systematic review
[version 1; peer review: 2 approved]
Saroh S, Saikiran Pendem, Prakashini K, Shailesh Nayak S, Girish R Menon, Priyanka -, Divya B
Peer Reviewers Priyanka Chandrasekhar; Mustapha Barde
PUBLISHED 25 Mar 2025
https://doi.org/10.12688/f1000research.160332.1
Research Article metrics
Ideal Approaches to AI Regulation in LATAM Countries: Promoting Technological Advancement and Human Rights Protections
[version 1; peer review: 2 approved with reservations]
Enzo Dunayevich, Hajime Akiyama
Peer Reviewers Anastasia Nefeli Vidaki; Armando Guio-Español
  • Funders
  • Kumagai Gumi Co.,Ltd.
  • University of Tsukuba
PUBLISHED 17 Mar 2025
https://doi.org/10.12688/f1000research.160010.2
Systematic Review metrics
Revised
Applications of Machine Learning (ML) in the context of marketing: a bibliometric approach
[version 2; peer review: 2 approved]
Sebastián Cardona-Acevedo, Erica Agudelo-Ceballos, Diana Arango-Botero, Alejandro Valencia-Arias, Juana De La Cruz Ramírez Dávila, Jesus Alberto Jimenez Garcia, Carlos Flores Goycochea, Ezequiel Martínez Rojas
Peer Reviewers Ravi Shankar Rai; Suryo Hadi Wira Prabowo
LATEST VERSION PUBLISHED 17 Mar 2025
https://doi.org/10.12688/f1000research.161637.1
Research Article metrics
Large language models and GenAI in education: Insights from Nigerian in-service teachers through a hybrid ANN-PLS-SEM approach
[version 1; peer review: 2 approved]
Musa Adekunle Ayanwale, Owolabi Paul Adelana, Nurudeen Babatunde Bamiro, Stella Oluwakemi Olatunbosun, Kabir Oluwatobi Idowu, Kayode A. Adewale
Peer Reviewers Damola Olugbade; Sarin Sok
PUBLISHED 04 Mar 2025
1-20 of 29 ARTICLES
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