Calculated based on number of publications stored in Pure and citations from Scopus
20052025

Research activity per year

Personal profile

Research Biography

My expertise lies in experimental psychology, with a focus on embodied and artificial cognition. I am highly proficient in statistical modelling and data analysis, and I am a dedicated advocate for open science, robust measurement, and international research collaboration.

Research grants

Administrative Department of Science, Technology and Innovation; Government of Colombia (2004~2007).  (~$15.000 AUD)

Project:

"The comprehension of conflicts in narrative texts: Towards the training in citizenship competences". Orozco, B. C., Castillo, E., Marmolejo-Ramos, F., & Jiménez, A. T.

Project:

"Visuo-spatial skills: evolutionary factors, cognitive influence, emotional and electrophysiological correlates and training benefits". Contreras, M. J., Elosúa, M. J., Montoro, P. R., Rodán, A., Martínez-Molina, A., & Marmolejo-Ramos, F.

Ministry of Economy and Competitiveness; Government of Spain [EDU2013-46437-R] (2014~2016). ($38.720 €)

Project:

“Diagnostics and prediction in Beta regression models”. Espinheira, P., Ferrari, S. L. P., Cribari-Neto, E., Marmolejo-Ramos, F., Carrasco, J., Ospina, R., Barbosa, G. D., Trindade, D., Oliveira da Silva, M. A., Meireles Silva, L., Clotilde da Silva, F., Guimarães dos Santos, E.

National Council for Scientific and Technological Development; Government of Brazil [Processo No. 445882/2014-0 Apoio a Projetos de Pesquisa / MCTI/CNPQ/Universal 14/2014 - Faixa A] (2014~2017).

Project:

"Language processing in Parkinson's disease: the effects of transcranial direct-current stimulation". Arteaga, G., Cardona, J. F., & Marmolejo-Ramos, F.

Universidad del Valle, Research Grant Scheme [5276] (2015~2017). (~ $85.000 AUD)

Project:

"Lexical access and semantic processing in neurodegenerative disorders". Cardona, J. F, Mateus, G., Arteaga, & Marmolejo-Ramos, F.

Universidad del Valle, Research Grant Scheme [5276] (2015~2017). (~ $21.500 AUD)

Project:

“Digital Strategy response. Scoping the next five years, building a stronger future”. Dawson, S., Siemens, G., de Laat, G., Gabriel, F., Marrone, R. & Marmolejo-Ramos, F.

Department for Education, Government of South Australia [code when available] (2021). ($53.000 AUD)

Project:

“Advancing SOCRETIS (SOCial REasoning Tool and Interactive System): an AI-enabled collaborative reasoning aid for the information environment”. Stephens, R. Ransom, K., Searston, R., Szpak, Z., Marmolejo-Ramos, F., & Pittas, D.

South Australian Government and Defence Science and Technology (DST) [DIP00031CRF5] (2022-2023). ($150.000 AUD)

Project:

“Statistical machine learning algorithm for early detection of infection using data from consumer wearables”. Banks, S., Marmolejo-Ramos, F., Hutchinson, M., & Szpak, Z.

Defence Artificial Intelligence Research Network [NGTF-DAIRNet-2021] (2022-2023). ($900.000 AUD) [Phase 2]

Project:

“Statistical machine learning algorithm for early detection of infection using data from consumer wearables”. Banks, S., Marmolejo-Ramos, F., Hutchinson, M., & Szpak, Z.

The University of South Australia Online Research Incentive Fund 2023. ($5,000 AUD)

Project

“Perceptions and adoptions of (Generative) Artificial Intelligence in Online Learning: the case of the large language model ChatGPT”. Marmolejo-Ramos, F., & Abadia, R.

The University of South Australia Unstoppable Teaching and Learning Grant 2024. ($25,000 AUD)

Project:

“EngageAI: using persuasive AI to improve student engagement in digitally enhanced learning environments”. Abadia, R., Ludwichowska-Alluigi, G., Bretana, N., Honan, R., & Marmolejo-Ramos, F.

 

Research Interests

  • Psychology
  • Language and texts (particularly narrative) comprehension
  • Embodiment of language and emotion
  • Embodiment and cross-modal (multisensory) perception (processing).
  • Machine behaviour
  • Research methods and statistics
  • Robust statistics
  • Reaction times
  • Likert and visual analogue scale (VAS) data
  • Outliers
  • Statistical graphics
  • Statistical cognition 

 

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 4 - Quality Education
  • SDG 5 - Gender Equality
  • SDG 7 - Affordable and Clean Energy
  • SDG 8 - Decent Work and Economic Growth
  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 10 - Reduced Inequalities
  • SDG 12 - Responsible Consumption and Production
  • SDG 16 - Peace, Justice and Strong Institutions
  • SDG 17 - Partnerships for the Goals

Education/Academic qualification

PhD, University of Adelaide

20072011

Master of Science, University of Ballarat

20052007

Bachelor, Universidad del Valle

19972003

External positions

Adjunt Research Fellow, University of South Australia

2024 → …

Visiting Research Fellow, University of Adelaide

2011 → …

Assessor, Australian Research Council

Grant Review Panel, National Commission of Scientific and Technological Research (CONICYT)

Grant Review Panel, Pontifical Catholic University of Peru

Supervision

  • Registered

Research Areas

  • Psychology
  • Knowledge discovery, AI and data mining

Keywords

  • BF Psychology
  • Embodied cognition
  • data science techniques

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