Projects per year
Personal profile
SUMMARY of research interests (100 words)
My primary research areas are Natural Language Processing (NLP) and Cyber Security, with a particular focus on developing solutions to the problems associated with the vast amounts of textual data in online settings; for example, deception and multiple personae detection techniques to assist in countering the use of fake profiles for nefarious purposes. The noisy characteristics of online texts, e.g. the abundance of irregular language and its multi-lingual nature, pose significant barriers to many NLP methods. A primary aim of my research is to build robust NLP tools which are able to cope with, and take advantage of, these features. Relatedly, I am interested in developing machine learning techniques and other technologies which assist users in making informed decisions, such as for forensic investigations, or for crisis management.
Career Details
Academic Qualifications:
Ph.D. Computer Science (Lancaster University, UK)
B.Sc. (Hons) Computer Science (Lancaster University, UK)
Employment:
Lecturer, Lancaster University, 2016 - present
Faculty Research Fellow, Lancaster University, 2012 - 2016
Research Assistant, Lancaster University, 2009 - 2012
Profile
Dr. Alistair Baron is a lecturer in the School of Computing and Communications. His research and teaching are in the area of Data Science and Cyber Security. He has previously held several research posts on a variety of projects in the areas of natural language processing (dealing with noisy unstructured text, content analysis, text classification and machine learning) and security (online child protection and the language of extremism). He was a Security Lancaster Research Fellow, in which he conducted research involving using NLP techniques in a cyber-security setting, bringing cutting-edge NLP research into real-word security applications. His lectureship continues this research, primarily focused on developing solutions for problems associated with online communities (bulletin boards, forums), social networks (Facebook, Twitter) and instant messaging services (Skype, MSN), and developing techniques which assist users in making informed decisions, such as for forensic investigations, or for crisis management.
Current Teaching
Applied Data Mining (SCC.413)
My Role
Director of Studies (PGR), School of Computing and Communications
Keywords
- Computing, Communications and ICT
- Digital humanities
- Intelligent systems
- Social computing
- Theoretical and corpus-based linguistics
User-defined keywords
- Natural Language Processing
- Cyber Security
- Digital Forensics
- Machine Learning
- Corpus Linguistics
- Spelling variation
- Noisy data
- Historical and diachronic corpora
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CREME @ Lancaster: Corpus Research in Early Modern English
Pumfrey, S. (Principal Investigator), Rayson, P. (Principal Investigator), Hardie, A. (Principal Investigator), Baron, A. (Principal Investigator), Findlay, A. (Principal Investigator), Oakley-Brown, L. (Principal Investigator), Culpeper, J. (Principal Investigator), Gregory, I. (Principal Investigator) & Tadmor, N. (Principal Investigator)
1/10/11 → …
Project: Research
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Native Language Influence Detection 6 Project
Baron, A. (Principal Investigator), Rayson, P. (Team Member), Menadue, S. (Research Associate) & Coole, M. (Research Associate)
23/11/15 → 31/10/18
Project: Research
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Early Detection of Insider Threats by Autonomous Analysis of User Behaviour Evolution
Angelov, P. (Principal Investigator) & Baron, A. (Co-Investigator)
21/07/15 → 20/01/19
Project: Research
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Early Detection of Insider Threats by Autonomous Analysis of User Behaviour Evolution
Angelov, P. (Principal Investigator) & Baron, A. (Co-Investigator)
1/10/14 → 31/03/18
Project: Other
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Semantic Annotation and Mark Up for Enhancing Lexical Searches (SAMUELS)
Rayson, P. (Principal Investigator) & Baron, A. (Co-Investigator)
1/01/14 → 31/03/15
Project: Research
Research output
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Who am I? Analysing Digital Personas in Cybercrime Investigations
Rashid, A., Baron, A., Rayson, P., May-Chahal, C., Greenwood, P. & Walkerdine, J., 04/2013, In: Computer. 46, 4, p. 54-61 8 p.Research output: Contribution to Journal/Magazine › Journal article › peer-review
File27 Citations (Scopus)1904 Downloads (Pure) -
Children Online: A survey of child language and CMC corpora
Baron, A., Rayson, P., Greenwood, P., Walkerdine, J. & Rashid, A., 2012, In: International Journal of Corpus Linguistics. 17, 4, p. 443-481 39 p.Research output: Contribution to Journal/Magazine › Journal article › peer-review
File1 Citation (Scopus)1482 Downloads (Pure) -
"i didn't spel that wrong did i. Oops": Analysis and normalisation of SMS spelling variation
Tagg, C., Baron, A. & Rayson, P., 2012, In: Lingvisticæ Investigationes. 35, 2, p. 367-388 22 p.Research output: Contribution to Journal/Magazine › Journal article › peer-review
Open AccessFile11 Citations (Scopus)1400 Downloads (Pure) -
Word frequency and key word statistics in corpus linguistics
Baron, A., Rayson, P. & Archer, D., 2009, In: Anglistik. 20, 1, p. 41-67 27 p.Research output: Contribution to Journal/Magazine › Journal article › peer-review
File1766 Downloads (Pure) -
Technological solutions to offending
Rashid, A., Greenwood, P., Walkerdine, J., Baron, A. & Rayson, P., 03/2012, Understanding and preventing online sexual exploitation of children. Quayle, E. & Ribisl, K. (eds.). London: Willan, p. 228-243Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed)
Activities
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CRESTx Lancaster
Baron, A. (Keynote/plenary speaker)
3/07/2013Activity: Participating in or organising an event types › Participation in conference -Mixed Audience
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School of Computing and Communications Postgraduate Research Conference 2019
Baron, A. (Organiser)
26/03/2019Activity: Other activity types › Types of Public engagement and outreach - Festival/Exhibition
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IEEE Transactions on Information Forensics and Security (Journal)
Baron, A. (Peer reviewer)
01/2016 → …Activity: Publication peer-review and editorial work types › Publication peer-review
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Spelling variation: problems analysis solutions
Baron, A. (Speaker)
06/2015Activity: Talk or presentation types › Invited talk
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Using linguistic features to predict age and gender with fake online personas
Baron, A. (Speaker)
06/2015Activity: Talk or presentation types › Invited talk
Prizes
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Faculty of Science and Technology Research Fellowship (Security Lancaster)
Baron, A. (Recipient), 1/11/2012
Prize: Fellowship awarded competitively
Press/Media
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Corpus Linguistics 2013 @ Lancaster - Call for Papers
Leech, G., Baker, P., Hardie, A., Baron, A., Xiao, R., Rayson, P. & McEnery, T.
3/10/12
1 item of Media coverage
Press/Media: Other
Datasets
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House of Commons Debate - Brexit Period (2015-2019)
Dearden, E. (Creator) & Baron, A. (Supervisor), Lancaster University, 1/03/2022
DOI: 10.17635/lancaster/researchdata/514
Dataset
File -
April Fools Corpus
Dearden, E. (Creator) & Baron, A. (Supervisor), Lancaster University, 1/03/2022
DOI: 10.17635/lancaster/researchdata/512
Dataset
File -
Flat Earth Dataset
Dearden, E. (Creator) & Baron, A. (Supervisor), Lancaster University, 1/03/2022
DOI: 10.17635/lancaster/researchdata/513
Dataset
File