Marco Costantino

Profile

Marco Costantino specialises in natural language processing and information extraction applied to finance.

He has published in leading international journals and presented at many international conferences. He was interviewed for a European Commission study on the use of natural language processing and speech recognition in the financial industry, and was cited in the Commission’s Journal of Record for Human Language Technology as one of the leading experts in the field. He chaired the International Conference on Computational Finance 2004, held in Bologna, Italy, on 21–23 April 2004.

He has held senior management positions at several international investment banks and has direct equity-derivatives trading experience at JPMorgan in London. He is Advanced Finance’s principal consultant and is responsible for its credit trading strategies.

Education

Artificial intelligence and natural language processing in finance

• Information Extraction in FinanceMarco Costantino, Paolo Coletti — WIT Press, 2008, ISBN 978-1-84564-146-7.
• The LOLITA User-Definable Template InterfacePDFMarco Costantino — Journal of Computing and Information Technology, Volume 9, No. 1, 2001.
• Natural Language Processing and Expert System Techniques for Equity Derivatives Trading: The IE-Expert SystemPDFMarco Costantino — International Conference on Information Technology Interfaces, June 15–18 1999, Pula.
• IE-Expert: Integrating Natural Language Processing and Expert System Techniques For Real-Time Equity Derivatives TradingPDFMarco Costantino — The Journal of Computational Intelligence in Finance, Vol. 7, No. 2, pp. 34–52, March 1999.
• Natural Language Processing and Information Extraction: Qualitative Analysis of Financial News ArticlesPDFMarco Costantino, Richard G. Morgan, Russell J. Collingham, Roberto Garigliano — Proceedings of the Conference on Computational Intelligence for Financial Engineering (CIFEr '97), New York City, March 23–25, 1997.
• Financial Information Extraction using predefined and user definable Templates in the LOLITA systemPDFMarco Costantino — PhD Thesis, University of Durham, 1997.
• Financial Information Extraction using pre-defined and user-definable Templates in the LOLITA SystemPDFMarco Costantino, Richard G. Morgan, Russell J. Collingham — CIT Journal of Computing and Information Technology, Vol. 4, No. 4, December 1996, pages 241–255.
• Qualitative Information in Finance: Natural Language Processing and Information ExtractionPDFMarco Costantino, Russell J. Collingham, Richard G. Morgan — NeuroVe$t Journal, Vol. 4 No. 6, November 1996.
• Financial Information Extraction at the University of DurhamPDFMarco Costantino, Russell J. Collingham, Richard G. Morgan — Proceedings of the II International Meeting of Artificial Intelligence in Accounting, Finance and Tax, 27–28 September 1996, Huelva, Spain.
• Information extraction in the LOLITA System using templates from financial news articlesPDFMarco Costantino, Russell J. Collingham, Richard G. Morgan — Proceedings of the 18th International Conference on Information Technology Interfaces, June 18–21 1996, Pula.
• Natural Language Processing in FinancePDFMarco Costantino, Russell J. Collingham, Richard G. Morgan — The Magazine of Artificial Intelligence in Finance, Vol. 2, No. 4, January 1996.
• University of Durham: Description of the LOLITA system used in MUC-6PDFRichard G. Morgan, Roberto Garigliano, P. Callaghan, S. Poria, M. Smith, A. Urbanowicz, Russell J. Collingham, Marco Costantino, C. Cooper and the LOLITA Group — Proceedings of the Message Understanding Conference (MUC-6), 1995.

Multimedia and hypertextual environments

• Multi-user Hypertextual Didactic GlossariesLuigi Colazzo and Marco Costantino — Journal of Artificial Intelligence in Education, 1999.
• Improving Hypermedia applications using Natural Language Processing techniquesLuigi Colazzo and Marco Costantino — Proceedings of the International Conference on Computational Intelligence and Multimedia Applications, February 10–12, 1997, Gold Coast, Australia.
• Using multi-user hypertextual glossaries in multimedia-based learningPDFLuigi Colazzo and Marco Costantino — Proceedings of the European Conference on Artificial Intelligence in Education 1996, September 30 – October 2, 1996, Lisbon.
• Introducing hypertextual glossaries in a multi-user didactic environmentPDFLuigi Colazzo and Marco Costantino — Proceedings of ITI'96, June 18–21, Pula.
• From Traditional to Electronic Glossaries in a Didactic Hypertextual EnvironmentPDFLuigi Colazzo and Marco Costantino — Proceedings of the UK Toolbook User Conference 95, Bristol, November 1995.
• Glossari in Ambienti Didattici IpertestualiPDFLuigi Colazzo and Marco Costantino — Proceedings of AICA '95, Cagliari, September 1995 (in Italian).
• Costruzione di un Glossario IpertestualePDFMarco Costantino — Master degree thesis, University of Trento, Italy, 1995.
• Introducing dictionaries in a hypertextual environmentMarco Costantino and Luigi Colazzo — First International Toolbook Virtual Conference, ITVC '96.

References

Available on request.