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John Dunnion

Senior Lecturer

School Of Computer Science & Informatics
Comp Science and Informatics
Belfield
Dublin 4

Tel: +353 1 7162474
Email: john.dunnion@ucd.ie

Professional

         

Conference Contributions

Shazia Akhtar, John Dunnion and Ronan Reilly, Self,; -organising maps for automatically marking up XML documents. [Poster Presentation], Wiring Memory colloquium,September 2001, Dublin .
Shazia Akhtar, Svetlana Damianova, John Dunnion and Ronan Reilly,; NewMedia, New Tools. [Invited Lecture], New Media, New Links: Strategies for Interdisciplinary Collaboration, Lillian Gilbreth Colloquium, New Jersey, March 2001, New Jersey .
Liadh Kelly and John Dunnion; INVAID: An Intelligent Navigational Aid for the World Wide Web. [Poster Presentation], Cognitive Science for the New Millennium Conference (Poster session), Dublin, 1999, Dublin .
Svetlana Damianova, John Dunnion and Ronan Reilly; Semantic indexing and knowledge-based searching of documents using conceptual graphs. [Poster Presentation], Wiring Memory colloquium, Dublin, September 2001, Dublin .
Cormac Flynn and John Dunnion,; A front-end for the Intray personalised portal. [Poster Presentation], Wiring Memory colloquium, Dublin, September 2001, Dublin .
               

Publications

 

Book Chapters

John Dunnion; (2005) 'Automatic Markup and Organization of XML Documents using a Self-Organizing Map' In: Neural Networks Applications in Information Technology and Web Engineering. Sarawak, Malaysia: Borneo Publishing Company. [Details]
Shazia Akhtar, Ronan G Reilly and John Dunnion; (2004) 'Automatic Markup and Organisation of XML Documents on a Self-Organising Map' In: D Wang (editor), University of Malaysia Sarawak, Malaysia, October 2004 (eds). Neural Networks Applications in Information Technology and Web Engineering. [Details]
 

Peer Reviewed Journals

Kane, L; Carthy, J; Dunnion, J; ; (2006) 'Readability applied to information retrieval'. Advances in Information Retrieval, 3936 (NA):523-526. [Details]
Newman, E; Stokes, N; Dunnion, J; Carthy, J; ; (2006) 'Textual entailment recognition using a linguistically-motivated decision tree classifier'. Machine Learning Challenges, 3944 (NA):372-384. [Details]
Newman, E; Stokes, N; Dunnion, J; Carthy, J; ; (2006) 'Textual entailment recognition using a linguistically-motivated decision tree classifier'. Machine Learning Challenges, 3944 (NA):372-384. [Details]
Peng, L; Collier, R; Mur, A; Lillis, D; Toolan, F; Dunnion, J; ; (2005) 'A self-conflguring agent-based document indexing system'. Multi-Agent Systems and Applications Iv, Proceedings, 3690 (NA):624-627. [Details]
Wang, RC; Stokes, N; Doran, W; Newman, E; Dunnion, J; Carthy, J; ; (2005) 'LexTrim: A lexical cohesion based approach to parse-and-trim style headline generation'. Computational Linguistics and Intelligent Text Processing, 3406 (NA):645-648. [Details]
Wang, RC; Stokes, N; Doran, WP; Newman, E; Carthy, J; Dunnion, J; ; (2005) 'Comparing topiary-style approaches to headline generation'. Advances in Information Retrieval, 3408 (NA):157-168. [Details]
Shazia Akhtar, John Dunnion and Ronan G Reilly; (2004) 'AutoTag: A Web-Based Automatic Document Markup System, WSEAS Transactions on Systems'. Wseas Transactions on Systems, 3 (3). [Details]
O'Donovan, J; Dunnion, J; ; (2004) 'A framework for evaluation of information filtering techniques in an adaptive recommender system'. Computational Linguistics and Intelligent Text Processing, 2945 (NA):502-506. [Details]
Hensman, S; Dunnion, J; ; (2004) 'Using linguistic resources to construct conceptual graph representation of texts'. Text, Speech and Dialogue, Proceedings, 3206 (NA):81-88. [Details]
O'Donovan, J; Dunnion, J; ; (2004) 'Evaluating information filtering techniques in an adaptive recommender system'. Adaptive Hypermedia and Adaptive Web-Based Systems, Proceedings, 3137 (NA):312-315. [Details]
Flynn, C; Dunnion, J; ; (2004) 'Event clustering in the news domain'. Text, Speech and Dialogue, Proceedings, 3206 (NA):65-72. [Details]
Carthy, J; Wilson, DC; Wang, RC; Dunnion, J; Drummond, A; ; (2004) 'Using T-Ret system to improve incident report retrieval'. Computational Linguistics and Intelligent Text Processing, 2945 (NA):468-471. [Details]
Flynn, C; Dunnion, J; ; (2004) 'Domain-informed topic detection'. Computational Linguistics and Intelligent Text Processing, 2945 (NA):617-626. [Details]
Cormac Flynn and John Dunnion; (2004) 'A Topic Detection System for Online News'. Wseas Transactions on Systems, 3 (3). [Details]
Doran, W; Stokes, N; Carthy, J; Dunnion, J; ; (2004) 'Assessing the impact of lexical chain scoring methods and sentence extraction schemes on summarization'. Computational Linguistics and Intelligent Text Processing, 2945 (NA):627-635. [Details]
Shazia Akhtar, John Dunnion and Ronan G Reilly; (2004) 'Automatic Document Markup using a Self-Organising Map'. Wseas Transactions on Systems, 3 (2):520-526. [Details]
Wilson, DC; Carthy, J; Abbey, K; Sheppard, J; Wang, RC; Dunnion, J; Drummond, A; ; (2003) 'Textual CBR for incident report retrieval'. Computational Science and Its Applications - Iccsa 2003, Pt 1, Proceedings, 2667 (NA):358-367. [Details]
Akhtar, S; Reilly, RG; Dunnion, J; ; (2003) 'Auto-tagging of text documents into XML'. Text, Speech and Dialogue, Proceedings, 2807 (NA):20-26. [Details]

Other Journals

Lillis, D., Toolan, F., Mur, A., Peng, L., Collier, R. Dunnion, J.; (2006) 'Probability-Based Fusion of Information Retrieval Result Sets' Journal of Artificial Intelligence Review, Special Edition on Artifical Intelligence and Cognitive Science . [Details]

Conference Publications

Svetlana Hensman and John Dunnion; (2003) Applying VerbNet for automatic semantic role identification Proceedings of the 6th International Conference on Cognitive Modelling in Linguistics, September 2003 Varna, Bulgaria, , pp.471-481 [Details]
Siobhán McAdam, Joe Carthy, John Dunnion and Anne Drummond; (2003) An Oracle-based Intelligent Incident Report Retrieval System Proceedings of the International Conference on Computer, Communication and Control Technologies (CCCT 2003) and the 9th International Conference on Information Systems Analysis and Synthesis (ISAS 03), July-August 2003, (Won Best Paper Award in session.) Orlando, Florida, [Details]
Shazia Akhtar, Ronan G Reilly and John Dunnion, , In; (2003) Automating XML Markup using Machine Learning Techniques Proceedings of the 7th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2003), , July 2003, (Won Best Paper Award in the session Information Retrieval.) Orlando, Florida, [Details]
Fergus Toolan, Joe Carthy, Anne Drummond and John Dunnion, ,; (2003) Automating Incident/Accident Analysis 2nd Bieleschweig Workshop on Root Causal Analysis, July 2003 Braunschweig, Germany, [Details]
Shazia Akhtar, Ronan G Reilly and John Dunnion; (2003) Automatically converting Text Documents into XML Proceedings of the 2003 International Conference on Machine Learning, Models, Technologies and Applications (MLMTA 03) *, , pp.56-61 [Details]
Shazia Akhtar, Ronan G Reilly and John Dunnion; (2003) Automatically converting Text Documents into XML Proceedings of the 2003 Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL 2003), May 2003 Edmonton, Canada, [Details]
David C Wilson, Joe Carthy, Karl Abbey, John Sheppard, Ruichao Wang, John Dunnion and Anne Drummond,; (2003) Textual CBR for Incident Report Retrieval 2003 International Conference on Computational Science and its Applications (ICCSA 2003),May 2003 Montreal, [Details]
Doireann Cassidy, Joe Carthy, Anne Drummond, John Dunnion and John Sheppard; (2003) The Use of Data Mining in the Design and Implementation of an Incident Report Retrieval System Proceedings of the 2003 Systems and Information Engineering Design Symposium (SIEDS 2003) University of Virginia, Charlottesville, Virginia, , pp.13-18 [Details]
Shazia Akhtar, Ronan Reilly and John Dunnion; (2002) AutoMarkup: A Tool for Automatically Marking up Text Proceedings of the 3rd International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2002), February 2002 Mexico City, [Details]
Joe Carthy, David C Wilson, Ruichao Wang, John Dunnion and Anne Drummond,; (2004) Using T-Ret System to Improve Incident Analysis Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2004),February 2004 Seoul, South Korea, , pp.468-471 [Details]
Clare Blackett, Maghnus OKane, Fergus Toolan, Joe Carthy, Anne Drummond and John Dunnion; (2004) Analysis of the Royal Majesty Grounding Using SOL 3rd Bieleschweig Workshop on Systems Engineering: Risk Analysis and Root-Causal Analysis, February 2004 University of Bielefeld, Germany, [Details]
William Doran, Nicola Stokes, Joe Carthy and John Dunnion; (2004) Comparing Lexical Chain-based Summarisation Approaches using an Extrinsic Evaluation Proceedings of the 2nd International WordNet Conference (GWC 2004), January 2004 Brno, Czech Republic, , pp.112-117 [Details]
Clare Blackett, Maghnus OKane, Fergus Toolan, Joe Carthy, Anne Drummond and John Dunnion,; (2003) Incident/Accident Analysis using Machine Learning and Root Causal Analysis In Proceedings of the 3rd Conference on Information Technology and Communications in the Institute of Technology and Industry Sectors (IT&T 2003), October 2003 Letterkenny, [Details]
Shazia Akhtar, Ronan G Reilly and John Dunnion,; (2003) Automatically converting Text Documents into XML Proceedings of the 14th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2003) Dublin, , pp.1-4 [Details]
Doireann Cassidy, John Sheppard, Joe Carthy, Anne Drummond and John Dunnion,; (2003) A Data Mining Approach to Incident Report Retrieval Proceedings of the 14th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2003), September 2003 Dublin, , pp.23-27 [Details]
Svetlana Hensman and John Dunnion,; (2003) Applying VerbNet for automatic semantic role identification Proceedings of the 14th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2003), September 2003 Dublin, , pp.72-76 [Details]
Liadh Kelly and John Dunnion,; (2003) Personalised Web Navigation using Combination Filtering Proceedings of the 14th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2003), September 2003 Dublin, , pp.105-109 [Details]
William Doran, Nicola Stokes, Eamonn Newman, John Dunnion and Joe Carthy; (2004) A Hybrid Statistical/Linguistic model for Generating News Story Gists Proceedings of the 27th Annual International ACM SIGIR Conference (SIGIR 2004), July 2004 Sheffield, England, [Details]
John ODonovan and John Dunnion,; (2003) A Comparison of Collaborative Recommendation Algorithms over Diverse Data Proceedings of the 14th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2003), September 2003 Dublin, , pp.158-163 [Details]
Fergus Toolan, Joe Carthy, Anne Drummond and John Dunnion,; (2003) Automating Incident Analysis: A Challenge Paper Proceedings of the 2nd Workshop on the Investigation and Reporting of Incidents and Accidents (IRIA 03), September 2003 Virginia, [Details]
Cormac Flynn and John Dunnion,; (2004) Topic Detection in the News Domain Proceedings of the 3rd International Symposium on Information and Communication Technologies (ISICT 2004),June 2004 Las Vegas, [Details]
Svetlana Hensman and John Dunnion; (2004) Automatically Building Conceptual Graphs using VerbNet and WordNet Proceedings of the 3rd International Symposium on Information and Communication Technologies (ISICT 2004), June 2004 Las Vegas, [Details]
John ODonovan and John Dunnion,; (2004) Adaptive Recommendation: Putting the Best Foot Forward Proceedings of the 3rd International Symposium on Information and Communication Technologies (ISICT 2004), June 2004 Las Vegas, [Details]
Shazia Akhtar, John Dunnion and Ronan G Reilly,; (2004) AutoTag: A Web-Based Automatic Document Markup System Proceedings of the 6th WSEAS International Conference on Telecommunications and Informatics (TELE-INFO 2004) (Special Symposium on Web-Based Systems), May 2004 Cancun, Mexico, [Details]
Cormac Flynn and John Dunnion; (2004) A Topic Detection System for Online News Proceedings of the 6th WSEAS International Conference on Telecommunications and Informatics (TELE-INFO 2004) (Special Symposium on Web-Based Systems), May 2004 Cancun, Mexico, [Details]
William Doran, Nicola Stokes, Eamonn Newman, John Dunnion, Joe Carthy and Fergus Toolan; (2004) News Story Gisting at University College Dublin Proceedings of the 2004 Document Understanding Conference (DUC 2004), May 2004 Boston, [Details]
Peng, L., Collier, R., Mur, A., Lillis, D., Toolan, F., Dunnion, J.; (2005) A Self-Configuring Agent-Based Document Indexing System Proceedings of the 4th International Central and Eastern European Conference on Multi-Agent Systems [Details]
Mur, A., Peng, L., Collier, R., Lillis, D., Toolan, F. Dunnion, J.; (2005) A HOTAIR Scalability Model Proceedings of the 16th Irish Conference on Artificial Intelligence and Cognitive Science [Details]
Blackett, C., Carthy, J., Drummond, D. Dunnion, J.; (2005) A Combined Analysis Technique for System Safety and Learning 23rd International System Safety Conference 2005 [Details]
Kane, L., Carthy, J. Dunnion, J.; (2006) Readability Applied to Information Retrieval Proceedings of ECIR 2006, 28th European Conference on Information Retrieval [Details]
Lillis, D., Toolan, F., Collier, R. and Dunnion, J.; (2006) probFuse: A Probabilistic Approach to Data Fusion Proceedings of the 29th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval [Details]
Liadh Kelly and John Dunnion,; (1999) INVAID: An Intelligent Navigational Aid for the World Wide Web IEE Workshop on Text Retrieval, Glasgow, 1999 Glasgow, [Details]
Eamonn Newman and John Dunnion,; (2000) Intray: A Personalised Portal System Proceedings of the 11th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2000), Galway, September 2000 Galway, [Details]
Liadh Kelly and John Dunnion; (2000) INVAID: A Personalised Navigational Aid System for the Web Proceedings of the 11th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2000), September 2000 Galway, [Details]
John Dunnion,; (2000) Issues in Document Mark-up, Whats all the Hype in Hypertext About? Workshop (Invited talk), Dublin, 2000 Dublin, [Details]
Catriona Ward, Ita Kavanagh and John Dunnion; (1991) Machine Learning in Subject Classification 3rd Conference on Artificial Intelligence and Cognitive Science (AICS `90), 1990. Published as AI and Cognitive Science `90, M. McTear and N. Creaney (editors), Workshops in Computing Series, Springer-Verlag, London, 1991 [Details]
Shazia Akhtar, John Dunnion and Ronan Reilly; (2001) Self-organising maps for automatically marking up XML documents Poster presentation at Wiring Memory colloquium Dublin, Ireland, [Details]
Cormac Flynn and John Dunnion; (2001) A front-end for the Intray personalised portal Poster presentation at Wiring Memory colloquium Dublin, [Details]
Sotomayor, R., Carthy, J. Dunnion, J.; (2005) The Design and Implementation of an Intelligent Online Recommender System Mixed-Initiative Problem-Solving Assistants. 20005 Fall Symposium Series. AAAI [Details]
Toolan, F., Mur, A., Peng, L., Collier, R. Dunnion, J.; (2005) Probability-Based Fusion of Information Retrieval Result Sets Proceedings of the 16th Irish Conference on Artificial Intelligence nd Cognitive Science [Details]
Wang, R., Dunnion, J., Carthy, J.; (2005) Machine Learning Approach To Augmenting News Headline Generation To appear Proceedings of the Second International Joint Conference on Natural Language Processing (IJCNLP-05) [Details]
Doran, W., Stokes N., Newman, E., Dunnion, J., and Carthy, J.; (2005) IIRG-UCD at DUC 2005 Proceedings of the Document Understanding Conference (DUC) [Details]
Newman, E., Stokes N., Dunnion, J. Carthy, J.; (2005) Identifying Semantic Equivalence for Multi-Document Summarisation In the Proceedings of the Artificial Intelligence and Cognitive Science Conference (AICS) [Details]
Wang, R., Stokes, N., Doran, W., Dunnion, J., Carthy, J.; (2005) HybridTrim: a hybrid approach to news headline generation in Proceedings of the 16th Irish conference on Artificial Intelligence and Cognitive Science (AICS05) [Details]
Shazia Akhtar, John Dunnion and Ronan Reilly; (2001) Automating XML mark-up Joint International Conference of the Association for Computers and the Humanities (ACH) and the Association for Literary and Linguistic Computing (ALLC), June 2001 New York, [Details]
Shazia Akhtar, John Dunnion and Ronan Reilly; (2001) Automating XML mark-up using a two-stage machine learning technique AICS 2001, 12th Irish Conference on Artificial Intelligence and Cognitive Science, Maynooth, September 2001 Maynooth, [Details]
Shazia Akhtar, John Dunnion and Ronan G Reilly,; (2004) A System for Document Markup and Organisation Proceedings of the 3rd International Symposium on Information and Communication Technologies (ISICT 2004),June 2004 Las Vegas, [Details]
Svetlana Hensman and John Dunnion; (2004) Using Linguistic Resources to Build Conceptual Graphs Proceedings of the 2004 International Conference on Machine Learning, Models, Technologies and Applications (MLMTA 04), June 2004 Las Vegas, [Details]
Cormac Flynn and John Dunnion,; (2004) A Topic Detection System for the News Domain Proceedings of the 2004 International Conference on Machine Learning, Models, Technologies and Applications (MLMTA 04), HR Arabnia and Elena B Kozerenko (eds),June 2004 Las Vegas, [Details]
Shazia Akhtar, John Dunnion and Ronan G Reilly,; (2004) Automatic Document Markup using a Self-Organising Map Proceedings of the 2004 Conference on Neural Networks and Applications (NNA 2004),March 2004 Udine, Italy, , pp.520-526 [Details]
William Doran, Nicola Stokes, Joe Carthy and John Dunnion; (2004) Assessing the Impact of Lexical Chain Scoring Methods and Sentence Extraction Schemes on Summarization Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2004), February 2004 Seoul, South Korea, , pp.627-635 [Details]
Cormac Flynn and John Dunnion,; (2004) Domain-Informed Topic Detection Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2004) February 2004 Seoul, South Korea, , pp.617-626 [Details]
John ODonovan and John Dunnion,; (2004) A Framework for Evaluation of Collaborative Recommendation Algorithms in an Adaptive Recommender System Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2004), February 2004 Seoul, South Korea, , pp.502-506 [Details]
Ruichao Wang, Nicola Stokes, William Doran, Eamonn Newman, Joe Carthy and John Dunnion; (2005) News Headline Generation Based on Linguistic Methods Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2005) Innsbruck, Austria, , 14-FEB-05 - 16-FEB-05 [Details]
Ruichao Wang, Nicola Stokes, William Doran, Eamonn Newman, John Dunnion and Joe Carthy; (2005) LexTrim: A Lexical Cohesion based Approach to Parse-and-Trim Style Headline Generation Proceedings of the 6th International conference on Intelligent Text Processing and Computational Linguistics (CICLing 2005) Mexico City, , 13-FEB-05 - 19-FEB-05 , pp.633--636 [Details]
Svetlana Hensman and John Dunnion,; (2004) Using Linguistic Resources to Construct Conceptual Graph Representation of Texts Proceedings of the 7th International Conference on Text, Speech and Dialogue (TSD 2004) Brno, Czech Republic, , 08-SEP-04 - 11-SEP-04 , pp.81-88 [Details]
Cormac Flynn and John Dunnion; (2004) Event Clustering in the News Domain Proceedings of the 7th International Conference on Text, Speech and Dialogue (TSD 2004) Brno, Czech Republic, , 08-SEP-04 - 11-SEP-04 , pp.65-72 [Details]
John ODonovan and John Dunnion; (2004) Evaluating Information Filtering Techniques in an Adaptive Recommender System Proceedings of the 3rd International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH 2004) Eindhoven, The Netherlands, , 24-AUG-04 - 26-AUG-04 , pp.312-315 [Details]
Eamonn Newman, William Doran, Nicola Stokes, Joe Carthy and John Dunnion,; (2004) Comparing Redundancy Removal Techniques for Multi-Document Summarisation Proceedings of the 2nd European Starting AI Researcher Symposium (STAIRS 2004) in 16th European Conference on Artificial Intelligence (ECAI 2004) Valencia, Spain, , 22-AUG-04 - 27-AUG-04 [Details]
Shazia Akhtar, John Dunnion and Ronan G Reilly; (2004) Automatically marking up humanities texts in XML Proceedings of the International Conference on Education and Information Systems: Technologies and Applications, 2004 (EISTA 2004) Orlando, Florida, , 21-JUL-04 - 25-JUL-04 [Details]
Svetlana Hensman and John Dunnion; (2004) Embedding semantic information in humanities texts Proceedings of the International Conference on Education and Information Systems: Technologies and Applications, 2004 (EISTA 2004) Orlando, Florida, , 21-JUL-04 - 25-JUL-04 [Details]
Svetlana Hensman and John Dunnion; (2004) Constructing Conceptual Graphs using Linguistic Resources Proceedings of the 8th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2004) Orlando, Florida, , 18-JUL-04 - 21-JUL-04 [Details]
                                                                                         

Research

Research Interests

Intelligent Information Retrieval; Computational Linguistics; Machine Learning.