Senior Lecturer
- About
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- Office Address
- School/Department
- School of Natural and Computing Sciences
Biography
Dr Marco Palomino's research lies on the field of natural language processing and, particularly, sentiment analysis, the process of computationally identifying and categorising opinions expressed in text.
Previously, I have carried out work on the following areas:
- 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.
- Social robots: Technology has the potential to support the ageing in place of healthy older adults. I have investigated how home automation could enable older people to live independently for longer, while exploring the engagement of older adults with technology.
- Web-based horizon scanning: My research focused on the acquisition of real-time, web-based information on emerging trends, opportunities and constraints that might affect the probability of achieving management goals and objectives. At the time, my work allowed for better preparedness and the incorporation of mitigation and exploitation into the policy making process.
- Web crawling: Search engines make use of large indices of word occurrences on Web pages to cross-reference Web sites to keywords. Such indices are maintained by crawlers, a special kind of computer program that browses the Web autonomously. I reviewed several alternatives to split a crawler's work into multiple processes and examined their weaknesses and strengths experimentally.
External Memberships
Professional Memberships
- Fellow of the Higher Education Academy (Advance HE).
- Professional Member of the British Computing Society (MBCS).
Peer Review
- Guest Editor for the special issue of Applied Sciences (ISSN 2076-3417; Impact Factor: 2.7) on New Developments in Computational Linguistics to Support Decision Making.
- Member of the Reviewer Board of the Big Data and Cognitive Computing (BDCC) journal (ISSN 2504-2289; Impact Factor: 3.7).
- Member of the Reviewer Board of the Mathematics journal (ISSN 2227-7390; Impact Factor: 2.4).
Prizes and Awards
In 2014, Marco Palomino won a Highly Commended Paper award by the Emerald Literati Network. The award was granted at the 2014 Meeting of the Academy of Management. Emerald runs these awards to acknowledge the excellent contributions made by its authors, editors, and reviewers.
- Research
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Research Overview
Dr Marco Palomino's My research lies on the field of natural language processing and, particularly, sentiment analysis, the process of computationally identifying and categorising opinions expressed in text.
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 PhDsCurrent 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 https://www.mdpi.com/2504-2289/8/6/59
- Publications
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Page 1 of 2 Results 1 to 25 of 27
Towards a System Dynamics Framework for Human–Machine Learning Decisions: A Case Study of New York Citi Bike
Applied Sciences, vol. 14, no. 22, 10647Contributions to Journals: ArticlesEnsembling Machine Learning Models for Malware Detection.
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsAn Efficient Probabilistic Algorithm to Detect Periodic Patterns in Spatio-Temporal Datasets
Big data and cognitive computing, vol. 8, no. 6, 59Contributions to Journals: ArticlesAn Adaptive Cybersecurity Training Framework for the Education of Social Media Users at Work
Applied Sciences, vol. 13, no. 17, 9595Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.3390/app13179595
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/22047/1/applsci-13-09595-v2.pdf
- [ONLINE] https://www.mdpi.com/2076-3417/13/17/9595
Evaluating the Risks of Human Factors Associated with Social Media Cybersecurity Threats
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 pagesChapters in Books, Reports and Conference Proceedings: Chapters- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-38530-8_28
Visualizing the recovery of patients in Critical Care Units
Information Visualization, vol. 22, no. 3, pp. 209-222Contributions to Journals: ArticlesI am Robot, Your Health Adviser for Older Adults: Do You Trust My Advice?
International Journal of Social RoboticsContributions to Journals: ArticlesA Modeling Approach for Measuring the Performance of a Human-AI Collaborative Process
Applied Sciences, vol. 12, no. 22, 11642Contributions to Journals: ArticlesEvaluating the Effectiveness of Text Pre-Processing in Sentiment Analysis
Applied Sciences, vol. 12, no. 17, 8765Contributions to Journals: ArticlesFriendly But Faulty: A Pilot Study on the Perceived Trust of Older Adults in a Social Robot
IEEE Access, vol. 10, pp. 92084 - 92096Contributions to Journals: ArticlesAutomatic Classification of National Health Service Feedback
Mathematics, vol. 10, no. 6, 983Contributions to Journals: ArticlesGoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsInvestigating the Lack of Consensus Among Sentiment Analysis Tools
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 pagesChapters in Books, Reports and Conference Proceedings: Chapters- [ONLINE] DOI: https://doi.org/10.1007/978-3-030-66527-2_5
Improving Sentiment Analysis of Arabic Tweets
Security in Computing and Communications: 7th International Symposium, SSCC 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers. Thampi, S. M., Perez, G. M., Ko, R., Rawat, D. B. (eds.). Springer, pp. 146-158, 13 pagesChapters in Books, Reports and Conference Proceedings: Chapters- [ONLINE] DOI: https://doi.org/10.1007/978-981-15-4825-3_12
- [ONLINE] http://dx.doi.org/10.1007/978-981-15-4825-3_12
Disability, social inclusion and the marketing of tourist attractions
Journal of Sustainable Tourism, vol. 26, no. 2, pp. 221-237Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1080/09669582.2017.1339710
- [ONLINE] View publication in Scopus
The online dissemination of nature–health concepts: Lessons from sentiment analysis of social media relating to “nature-deficit disorder”
International Journal of Environmental Research and Public Health, vol. 13, no. 1, 142Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.3390/ijerph13010142
- [ONLINE] View publication in Scopus
Instability in search engine results: Lessons learned in the context of horizon scanning applications
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/DEXA.2013.14
- [ONLINE] View publication in Scopus
Optimising web-based information retrieval methods for horizon scanning using relevance feedback
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] View publication in Scopus
Optimising web-based information retrieval methods for horizon scanning
foresight, vol. 15, no. 3, pp. 159-176Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1108/fs-10-2011-0045
- [ONLINE] View publication in Scopus
Evaluating business intelligence gathering techniques for horizon scanning applications
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-642-45111-9_31
- [ONLINE] View publication in Scopus
Towards the development of an automated, Web-based, horizon scanning system
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] https://ieeexplore.ieee.org/document/6354363
- [ONLINE] View publication in Scopus
Web-based horizon scanning: Concepts and practice
foresight, vol. 14, no. 5, pp. 355-373Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1108/14636681211269851
- [ONLINE] View publication in Scopus
Unsupervised extraction of keywords from news archives
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-642-20095-3_50
- [ONLINE] View publication in Scopus
An evaluation of concept suggestion strategies for professional multimedia archives
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/IMCSIT.2009.5352717
- [ONLINE] View publication in Scopus
Comparison between SVM-Light, a search engine-based approach and the MediaMill baselines for assigning concepts to video shot annotations
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/CBMI.2008.4564972
- [ONLINE] View publication in Scopus