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Dr Marco Palomino

Dr Marco Palomino
Dr Marco Palomino
Dr Marco Palomino

Senior Lecturer

Accepting PhDs

51cg
Office Address
330 Meston Building
Old Aberdeen Campus
Meston Walk
AB24 3UE

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School/Department
School of Natural and Computing Sciences



Biography

My research lies in the field of computational social media analytics, a domain closely aligned with data science and concerned with extracting meaningful insights from large‑scale digital data to inform decisions and strategies. I take an interdisciplinary approach to understanding public opinion, trends and behaviours across a range of topics, addressing questions at the intersection of news, politics and digital communication.

Previously, I have published on the following areas:

  • Sentiment Analysis: The computational identification and categorisation of opinions expressed in text. My work has examined the of sentiment analysis tools and the influence of text on their accuracy.

  • Spatiotemporal databases: Repositories that record and manage information about both space and time, typically capturing the movement of objects. I investigate periodic in such data to reveal underlying structures and support predictive modelling.
  • Social robots: Technology has the potential to support healthy to age in place. I have explored how home automation and assistive technologies can promote independent living and how older adults with these .
  • Web-based horizon scanning: This research focused on acquiring real‑time, web‑based information on emerging trends, opportunities and constraints that may affect the achievement of management goals. contributed to improved preparedness and informed the incorporation of mitigation and exploitation strategies into policy‑making.
  • Web crawling: Search engines rely on large indices of word occurrences on web pages to cross‑reference sites with keywords. These indices are maintained by autonomous , and my research has examined methods for efficient large‑scale crawling and indexing.

Memberships and Affiliations

Internal Memberships

At present, Dr Marco Palomino is the Athena Swan Lead for the School of Natural and Computing Sciences. He is helping to shape the School’s next submission to the .

External Memberships

Professional Memberships

  • Senior Fellow of the Higher Education Academy ().

Peer Review

  • Guest Editor for the special issue of (ISSN 2076-3417; Impact Factor: 2.9) on .
  • Guest Editor for the special issue of (ISSN 2076-3417; Impact Factor: 2.9) on .

 

 

Prizes and Awards

In 2014, Dr Marco Palomino won a Highly Commended Paper award by the . The award was granted at the . Emerald runs these awards to acknowledge the excellent contributions made by its authors, editors, and reviewers.

Research

Research Overview

My research lies in the field of social media analytics, which is closely related to data science and employs a variety of tools and techniques to examine large volumes of data and extract meaningful insights to inform decision makers. I have followed an interdisciplinary approach to contribute to the understanding of public opinion, trends, and behaviours across several topics. This has led me to address questions at the cutting edge of news, politics, and marketing.

Research Areas

Accepting PhDs

I am currently accepting PhDs in Computing Science.

Please get in touch if you would like to discuss your research ideas further.

Computing Science

  • Accepting PhDs

Current Research

Recently, Dr Marco Palomino has published research on the following topics.

Spatiotemporal databases: A spatiotemporal database is a repository that records and manages both space and time information. Typically, such databases capture the movement of objects. I am interested in detecting periodic patterns on such databases, because this may reveal underlying structures and help in making predictions. You can read about my recent work at

Publications

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  • An Efficient Probabilistic Algorithm to Detect Periodic Patterns in Spatio-Temporal Datasets

    Gutiérrez-Soto, C., Galdames, P., Palomino, M.
    Big data and cognitive computing, vol. 8, no. 6, 59
    Contributions to Journals: Articles
  • An Adaptive Cybersecurity Training Framework for the Education of Social Media Users at Work

    Salamah, F. B., Palomino, M. A., Craven, M. J., Papadaki, M., Furnell, S.
    Applied Sciences, vol. 13, no. 17, 9595
    Contributions to Journals: Articles
  • Evaluating the Risks of Human Factors Associated with Social Media Cybersecurity Threats

    Salamah, F. B., Palomino, M. A., Papadaki, M., Craven, M. J., Furnell, S.
    Human Aspects of Information Security and Assurance: 17th IFIP WG 11.12 International Symposium, HAISA 2023, Kent, UK, July 4–6, 2023, Proceedings. Springer, pp. 349-363, 15 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters
  • Visualizing the recovery of patients in Critical Care Units

    Stuart, L., Haynes, C., Tantam, K., Gardner, R., Palomino, M. A.
    Information Visualization, vol. 22, no. 3, pp. 209-222
    Contributions to Journals: Articles
  • A Modeling Approach for Measuring the Performance of a Human-AI Collaborative Process

    Sankaran, G., Palomino, M., Knahl, M., Siestrup, G.
    Applied Sciences, vol. 12, no. 22, 11642
    Contributions to Journals: Articles
  • Evaluating the Effectiveness of Text Pre-Processing in Sentiment Analysis

    Palomino, M. A., Aider, F.
    Applied Sciences, vol. 12, no. 17, 8765
    Contributions to Journals: Articles
  • Friendly But Faulty: A Pilot Study on the Perceived Trust of Older Adults in a Social Robot

    Giorgi, I., Tirotto, F. A., Hagen, O., Aider, F., Gianni, M., Palomino, M., Masala, G.
    IEEE Access, vol. 10, pp. 92084 - 92096
    Contributions to Journals: Articles
  • Automatic Classification of National Health Service Feedback

    Haynes, C., Palomino, M. A., Stuart, L., Viira, D., Hannon, F., Crossingham, G., Tantam, K.
    Mathematics, vol. 10, no. 6, 983
    Contributions to Journals: Articles
  • GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity

    Palomino, M., Grad, D., Bedwell, J.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Investigating the Lack of Consensus Among Sentiment Analysis Tools

    Palomino, M. A., Varma, A. P., Bedala, G. K., Connelly, A.
    Human Language Technology: Challenges for Computer Science and Linguistics: 8th Language and Technology Conference, LTC 2017, Poznań, Poland, November 17–19, 2017, Revised Selected Papers. Springer, pp. 58-72, 15 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters
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