Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

AI in Humanities and Social Sciences

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 in 
https://doi.org/10.12688/f1000research.165342.2
Research Article metrics
Revised
Machine learning algorithms to predict digital skills in university teaching staff.
[version 2; peer review: 1 approved, 1 approved with reservations]
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; William J Marin-Rodriguez
LATEST VERSION PUBLISHED 11 Jul 2026
https://doi.org/10.12688/f1000research.167592.2
Study Protocol metrics
Revised
Use of artificial intelligence within the gambling field: a scoping review protocol
[version 2; peer review: 2 approved with reservations]
Ståle Pallesen, Elise Constance Fodstad, Conchita Sisi Martin, Farangis Sharifibastan, Rune Krumsvik, Hailemariam Weldemariam
Peer Reviewers René Manassé Galekwa; Robert Heirene
LATEST VERSION PUBLISHED 30 Jun 2026
https://doi.org/10.12688/f1000research.183501.1
Systematic Review metrics AWAITING PEER REVIEW
Democracy in the Age of Artificial Intelligence: A Systematic Literature Review
[version 1; peer review: awaiting peer review]
Tirta Pandu Winata, Tommy Putra Zumita, Yuni Khofifah Endar Parawangsa, Sandra Dewantari, Putri Rahmadani, Muhammad Irpansyah, Mela Sari, Aryadi Solana, Brekmans Charles Mary
Peer Reviewers Invited
  • Funder
  • Lembaga Pengelola Dana Pendidikan
PUBLISHED 22 Jun 2026
https://doi.org/10.12688/f1000research.181728.1
Research Article metrics
Sentiment Analysis of Acceptance TVET Online Courses on the Skill Academy App from Google Play: Leveraging Text Mining with Comparison Machine Learning Model
[version 1; peer review: 1 approved, 2 approved with reservations]
Darmono Darmono, Yanuar Agung Fadlullah, Khakam Ma’ruf, Muhamad Riyan Maulana, Apry Aditya Saputra, Ramzy Bin Sulaiman, Bagus Banjar Bagaskara, Rizal Justian Setiawan, Sahril Sahril
Peer Reviewers Rajiansyah Rajiansyah; Sriyanti Mustafa; Febblina Daryanes
  • Funder
  • Lembaga Pengelola Dana Pendidikan
PUBLISHED 09 Jun 2026
https://doi.org/10.12688/f1000research.169794.3
Research Article metrics
Revised
Algorithmic targeting in the Iranian–Israeli confrontation: Technical realities, legal thresholds, and the boundaries of human control
[version 3; peer review: 3 approved with reservations]
Lamia faris
Peer Reviewers Elshan Hashimov; Adebayo Yusuf Balogun; Ananya Pandey
LATEST VERSION PUBLISHED 01 Jun 2026
https://doi.org/10.12688/f1000research.171453.4
Opinion Article metrics
Revised
Deep Gamification and Artificial Intelligence as Catalysts of Educational Transformation
[version 4; peer review: 2 approved, 3 approved with reservations]
Diana Milena Patiño Barriga, Ana Dolores Vargas Sánchez, Paloma Valdivia Vizarreta
Peer Reviewers Rocsana Manea Tonis; Alexander Pfeiffer; Aleksandra Porjazoska Kujundziski; Alexandhrea Hiedie Dumagay; Nur Azaliah Abu Bakar
  • Funder
  • Universidad de La Sabana
LATEST VERSION PUBLISHED 01 Jun 2026
https://doi.org/10.12688/f1000research.179912.1
Research Article metrics
Estimation of Firm Labour Productivity and Sales Growth from Artificial Intelligence in Sub-Saharan African Countries
[version 1; peer review: 1 approved with reservations]
Olanrewaju Adewole Adediran
Peer Reviewers Ruben Machucho Cadena
PUBLISHED 12 May 2026
https://doi.org/10.12688/f1000research.179102.1
Research Article metrics
AI Tools and Grammatical Performance in Arabic: A Student Perspective
[version 1; peer review: 1 approved]
Moustafa Mohamed Abouelnour, Amna Musabbeh ALQaydi, Mohammed A. Abou Adel, Ahmad M. Al Mahamed, Mona K Ibrahim, Eid G. Abo Hamza, Sadeq M. Telfah
Peer Reviewers Amr Mahmoud Abdeldaim Mohamed
  • Funder
  • Rabdan Academy
PUBLISHED 05 May 2026
https://doi.org/10.12688/f1000research.177254.2
Research Article metrics
Revised
Mapping Research Trends in AI-Based Tourism and Hospitality Marketing: A Bibliometric and Thematic Review
[version 2; peer review: 2 approved]
Pankaj Kumar Tyagi, Priyanka Aggarwal, Priyanka Tyagi, Asokan Vasudevan, Premendra Kumar Singh
Peer Reviewers Aditya Ranjan; Nagendra Yadav
  • Funder
  • INTI International University
LATEST VERSION PUBLISHED 20 Apr 2026
https://doi.org/10.12688/f1000research.179603.1
Research Article metrics
Towards Protecting the Injured Party from Errors and Hallucinations of Artificial Intelligence: A Contemporary Legal Perspective
[version 1; peer review: 2 approved]
Nagwa Abouhaiba, Saed Ahmed Khouli, Maya Khater
Peer Reviewers Mohamad Hidayat Muhtar; Jamal Barafi
PUBLISHED 18 Apr 2026
https://doi.org/10.12688/f1000research.177215.1
Systematic Review metrics
Challenges of entrepreneurship in the age of artificial intelligence: A systematic review
[version 1; peer review: 1 approved with reservations]
Virna Isabel Acosta _Paredes, Alex Israel Núñez Sánchez, María José Torres, Gabriela Bastidas-Amador, Alexandra Mina Paez
Peer Reviewers Susana Berenice Vidrio Barón
  • Funder
  • UNIVERSIDAD TECNICA DEL NORTE
PUBLISHED 13 Mar 2026
https://doi.org/10.12688/f1000research.171435.2
Research Article metrics
Revised
The Active Learning–GenAI Synergy Framework: Ethical Integration of Generative AI in EFL/ESL Writing in Resource-Constrained Contexts
[version 2; peer review: 2 approved]
Shaista Rashid, Sadia Malik, Fatima Ghauri
Peer Reviewers Laura Trujillo Liñán; Francisco José García-Peñalvo
LATEST VERSION PUBLISHED 03 Mar 2026
https://doi.org/10.12688/f1000research.165879.2
Research Article metrics
Revised
Translating dialects between ChatGPT and DeepSeek: Yemeni San’ani Arabic terms as a case-in-point
[version 2; peer review: 1 approved, 1 approved with reservations, 1 not approved]
Mohammed Q. Shormani, Alia. Ali Al-Samki
Peer Reviewers Cao-Tuong DINH; Liang Ding; Hend S Al-Khalifa
LATEST VERSION PUBLISHED 16 Jan 2026
https://doi.org/10.12688/f1000research.173404.1
Systematic Review metrics
Mapping Research on AI Ethics and Human Rights: A Bibliometric Study with a TCCM-Based Agenda
[version 1; peer review: 1 approved with reservations]
Jageshwar Nath Singh, Siddharth Thapliyal, Sandeep Kumar, Sachchidanand Sharan Das, Sanjay Singh Rawat, Vimal kumar Jha, Ritesh Chaudhary, Raju Kumar Bhagat, Smriti Raturi Sharma, Amitesh Anand, Akhilesh Kumar Pandey, Ahtshamuddin Ansari, Vasim Ahmad
Peer Reviewers S. Ida Evangeline
PUBLISHED 14 Jan 2026
https://doi.org/10.12688/f1000research.172751.1
Research Article metrics
Responsible practices and ethical behaviors in the use of artificial intelligence among university students
[version 1; peer review: 1 approved with reservations, 1 not approved]
Kathiusca Echeverria-Caicedo, Jesús Alejandro Vázquez-Meza, Lidia Janeth Llacsa-Puma, María Alexandra Gutiérrez-Izquierdo, Lucio Guadalupe Quirino-Rodríguez, Raúl Alberto Rengifo-Lozano, Charito Norma Chipana Peceros, Ángel Ramón Sabando-García, Jenniffer Sobeida Moreira-Choez
Peer Reviewers Adiyono Adiyono; Daniel Asamoah
PUBLISHED 06 Jan 2026
https://doi.org/10.12688/f1000research.174205.1
Systematic Review metrics
Artificial Intelligence-Based Digital Twins Metaverse to Improve STEM Work Skills and Adaptive Expertise in Higher Education: A Conceptual Framework
[version 1; peer review: 1 approved]
Syarifuddin Syarifuddin, Titus Kurra, Aris Susanto, Hendra Dani Saputra, Marko Ayaki Lumbantobing, Ratna Pancawati, Karlina Wong Lieung, Andry Tanggu Mara
Peer Reviewers Shaila Rana
PUBLISHED 08 Dec 2025
https://doi.org/10.12688/f1000research.168193.1
Research Article metrics
Predictive Model to Evaluate Achievement of the Sustainable Development Goals in Mexico Using an Artificial Neural Network
[version 1; peer review: 1 approved]
Omar Palacios-Hernández, Ricardo Lopez-Fernandez
Peer Reviewers Kusay A. Wheib
  • Funder
  • Consejo Nacional de Humanidades, Ciencias y Tecnologías
PUBLISHED 13 Nov 2025
https://doi.org/10.12688/f1000research.167708.1
Systematic Review metrics
Enhancing Strategic Agility and Real Time Decision-Making in the Technology Sector: Exploring the Role of AI and e-HRM Systems
[version 1; peer review: 3 approved]
Tom Ongesa Nyamboga
Peer Reviewers Mo'men Hani Mahmoud; Nick Hadjinicolaou; Bhanumathi P
PUBLISHED 10 Nov 2025
https://doi.org/10.12688/f1000research.171494.1
Systematic Review metrics
Artificial Intelligence Adoption as a Driver of Innovation and Competitiveness in SMEs: A Bibliometric and Systematic Review
[version 1; peer review: 2 approved]
Yohannes Yesuf, Ziska Fields
Peer Reviewers Erstu kassa; Arjita Jain
  • Funder
  • N/A
PUBLISHED 31 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; David C M Taylor
LATEST VERSION PUBLISHED 06 Oct 2025
1-20 of 42 ARTICLES
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