David C. Wilson

Publications

Refereed Journal Articles
  1. Wilson, David, Doyle, Julie, Weakliam, Joe, Bertolotto, Michela, and Lynch, Daniel. (2007). "Personalised Maps in Multimodal Mobile GIS." International Journal of Web Engineering and Technology. Special issue on Web and Wireless GIS. Vol. 3, No. 2. Inderscience Publishers. [ Abstract ]

  2. Bertolotto, M., Carswell, J.D., McLoughlin, E., O'Sullivan, D., and Wilson, D. (2006). "Using Sketches and Knowledge Bases for Geo-Spatial Image Retrieval." Computers Environment and Urban Systems. Vol. 30, No. 1. pp. 29-53. Elsevier Science. [ Abstract ]

  3. O'Sullivan, Derry, Smyth, Barry, and Wilson, David. (2005). "Understanding Case Based Recommendation: A Similarity Knowledge Perspective." The International Journal on Artificial Intelligence Tools. [ Abstract ]

  4. O'Sullivan, Derry, Smyth, Barry and Wilson, David C. (2004). "Preserving Recommender Accuracy and Diversity in Sparse Datasets." The International Journal on Artificial Intelligence Tools. [ Abstract ]

  5. O'Sullivan, Derry, Wilson, David C., Smyth, Barry, McDonald, Kieran, and Smeaton, Alan. (2004). "Improving the Quality of the Personalized Electronic Programme Guide." Journal of User Modeling and User-Adapted Interaction. Vol. 14, No. 1. February, 2004. pp. 5-36. [ Abstract ]

  6. Wilson, David, Smyth, Barry and O'Sullivan, Derry. (2003). "Sparsity Reduction in Collaborative Recommendation: A Case-Based Approach." International Journal on Pattern Recognition and Artificial Intelligence. Vol. 17, No. 5. pp. 863-884. [ Abstract ]

  7. Wilson, David C. and Leake, David B. (2001). "Maintaining Case-Based Reasoners: Dimensions And Directions" Computational Intelligence. Vol. 17, No. 2. pp. 196-213. Blackwell. [ Abstract ]

  8. Leake, David B. and Wilson, David C. (2001). "A Case-Based Framework for Interactive Capture and Reuse of Design Knowledge." Applied Intelligence. Vol. 14, No. 1. pp. 77-94. Kluwer. Boston. [ Abstract ]

  9. Wilson, David C. and Bradshaw, Shannon. (2000). "CBR Textuality." Expert Update. Vol. 3., No. 1. pp. 28-37. [ Abstract ]

  10. Leake, David B., Kinley, Andrew, and Wilson, David. (1997). "Case-Based CBR: Capturing and Reusing Reasoning about Case Adaptation." International Journal of Expert Systems Research and Applications. Vol. 10, No. 2. pp. 197-213. JAI Press. Greenwich, CT. [ Abstract ]

Non-Refereed Journal Articles
  1. Leake, David B., Smyth, Barry, Wilson, David C., and Yang, Qiang. (2001). "Editor's Introduction to the Computational Intelligence Special Issue on Maintaining Case-Based Reasoning Systems." Computational Intelligence. Vol. 17, No. 2. pp. 193-195. Blackwell.

Invited Papers
  1. Wilson, David C., Leake, David B., and Bramley, Randall. (2000). "Case-Based Recommender Components for Scientific Problem-Solving Environments." Proceedings of the Sixteenth International Association for Mathematics and Computers in Simulation World Congress. CD-ROM, Session 105, Paper 2, 6 pages. IMACS, New Jersey. [ Abstract ]

Refereed Conference and Workshop Papers
  1. O'Sullivan, Dympna, Wilson, David, Bertolotto, Michela, and McLoughlin, Eoin. (2007). "Task-Based Image Annotation and Retrieval" In Proceedings of the 2007 Joint Rough Set Symposium (JRS07). [ Abstract ]

  2. Mac Aoidh, Eoin, Bertolotto, Michela, and Wilson, David. (2007). "Capturing Spatial Interactions to Personalise Cultural Heritage Access." In Proceedings of the Eleventh International User Modeling Conference Workshop on Personalization Enhanced Access to Cultural Heritage. [ Abstract ]

  3. O'Sullivan, Dympna, Bertolotto, Michela, Wilson, David, and McLoughlin, Eoin. (2006). "Fusing Mobile Case-Based Decision Support with Intelligent Patient Knowledge Management." In Proceedings of the Eighth European Conference on Case-Based Reasoning Workshop on CBR in the Health Sciences. [ Abstract ]

  4. O'Sullivan Dympna, McLoughlin Eoin, Bertolotto, Michela, and Wilson, David C. (2006). "Mobile Case-Based Decision Support for Intelligent Patient Knowledge Management." In Proceedings of the Eleventh International Symposium on Health Information Management Research.

  5. Wilson, D., O'Sullivan, D., McLoughlin, E., and Bertolotto, M. (2006). "Case-Based Decision Support for Intelligent Patient Knowledge Management." In Proceedings of the IEEE International Conference on Intelligent Systems. IEEE CS Press. [ Abstract ]

  6. Wilson, D., McLoughlin, E., O'Sullivan, D., and Bertolotto, M. (2006). "Contextual Media Integration and Recommendation for Mobile Medical Diagnosis." In Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems. Springer-Verlag. [ Abstract ]

  7. McLoughlin, E., O'Sullivan, D., Bertolotto, M., and Wilson, D.C. (2006). "MEDIC­-MobilE Diagnosis for Improved Care" In Proceedings of the 21st ACM Symposium on Applied Computing. Special track on Computer Applications in Health Care. ACM Press.

  8. Doyle, Julie, Weakliam, Joe, Bertolotto, Michela , and Wilson, David. (2006). "A Multimodal Interface For Personalising Spatial Data In Mobile GIS" In Proceedings of the Eigth International Conference on Enterprise Information Systems.

  9. Weakliam, Joe, Lynch, Daniel, Doyle, Julie, Bertolotto, Michela , and Wilson, David. (2005). "Delivering Personalized Context-Aware Spatial Information to Mobile Devices." In Proceedings of the 5th International Workshop on Web and Wireless Geographical Information Systems (W2GIS'05). (W2GIS'05 Best Paper Presentation Award). [ Abstract ]

  10. Weakliam, J., Bertolotto, M., and Wilson, D. (2005). "Implicit Interaction Profiling for Recommending Spatial Content." In Proceedings of ACMGIS'05. Bremen, Germany, November 4-5. ACM Press. [ Abstract ]

  11. Smyth, B., McCarthy, K., Reilly, J., O'Sullivan, D., McGinty, L., and Wilson, D.C. (2005). "Case Studies in Association Rule Mining for Recommender Systems." In Proceedings of the 2005 International Conference on Artificial Intelligence (ICAI-05). June 27-30, Las Vegas, USA. [ Abstract ]

  12. Weakliam, J., Bertolotto, M., and Wilson, D., (2005). "Implicit Interaction Profiling for Recommending Spatial Content." In Proceedings of ACMGIS'05. Bremen, Germany, November 4-5. ACM Press. (in press).

  13. Weakliam, J., Lynch, D., Doyle, J., Zhou, M., MacAoidh, E., Bertolotto, M., and Wilson, D. (2005). "Managing Spatial Knowledge for Mobile Personalized Applications." In Proceedings of the 9th International Conference on Knowledge-based Intelligent Information and Engineering Systems (KES 2005). Melbourne, Australia, September 2005. Lecture Notes in Computer Science 3684, Springer-Verlag. pp. 329-335. [ Abstract ]

  14. O'Sullivan, D., McLoughlin, E., Bertolotto, M., and Wilson, D. (2005). "Capturing and Reusing Case-Based Context for Image Retrieval." In Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI'05). Edinburgh, July 30-August 5. [ Abstract ]

  15. O'Sullivan, D., McLoughlin, E., Bertolotto, M., and Wilson, D. (2005). "Context Oriented Image Retrieval." In Proceedings of the 5th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT’05). Paris, July 6-8. Lecture Notes in Computer Science, Springer-Verlag. [ Abstract ]

  16. Tang, Q.H., Xiang, W-N, Tolone, W.J., Raja, A., Wilson, D., McWilliams, K., and McNally, R. (2005). "A Knowledge-Driven Method for Critical Infrastructure Information Mining." In Proccedings of the Association of American Geographers 101st Annual Meeting. April 5-9. Denver, CO.

  17. Lynch, Daniel, Bertolotto, Michela, and Wilson, David. (2005). "Spatial Annotations within the Mapping Environment." In Proceedings of the Thirteenth GIS Research UK (GISRUK) Conference.

  18. Hayes, Anna and Wilson, David. (2004). "Peer-to-Peer Information Sharing in a Mobile Ad Hoc Environment." In Proceedings of the Sixth IEEE Workshop on Mobile Computing Systems and Applications. [ Abstract ]

  19. Doyle, Julie, Han, Qiang, Weakliam, Joe, Bertolotto, Michela, and Wilson, David. (2004). "Developing Non-Proprietary Personalized Maps for Web and Mobile Environments." In Proceedings of the 4th International Workshop on Web and Wireless Geographical Information Systems (W2GIS'04). [ Abstract ]

  20. O'Sullivan, Derry, Smyth, Barry, and Wilson, David C. (2004). "In-Depth Analysis of Similarity Knowledge and Metric Contributions to Recommender Performance." In Proceedings of the Seventeenth International FLAIRS Conference. AAAI Press. [ Abstract ]

  21. O'Sullivan, Dympna, McLoughlin, Eoin, Bertolotto, Michela, and Wilson, David C. (2004). "Adaptive Presentation and Navigation for Geospatial Imagery Tasks." In Proceedings of the Third International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems. [ Abstract ]

  22. Tolone, William J., Wilson, David, Raja, Anita, Xiang, Wei-Ning, Hao, Huili, Phelps, Stuart, and Johnson, E. Wray. (2004). "Critical Infrastructure Integration Modeling and Simulation." In Proceedings of the Second Symposium on Intelligence and Security Informatics. [ Abstract ]

  23. Wang, R., Carthy, J., Dunnion, J., Drummond, A., and Wilson, D.C. (2004). "Using the T-Ret System to Improve Incident Report Retrieval. " In Proceedings of the 5th International Conference on Intelligent Text Processing and Computational Linguistics 2004 (CICLing-2004). Seoul, Korea, Feb. 15-21. Springer-Verlag, Lecture Notes in Computer Science. [ Abstract ]

  24. McLoughlin, Eoin, O'Sullivan, Dympna, Bertolotto, Michela, and Wilson, David C. (2004). "A Knowledge Management System for the Intelligent Retrieval of Geo-Spatial Imagery." In Proceedings of the Third International Conference on Image and Video Retrieval. [ Abstract ]

  25. Smeaton, A., Gurrin, C., Lee, H., Mc Donald, K., Murphy, N., O'Connor, N., O'Sullivan, D., Smyth, B., and Wilson, D. (2004). "The Físchlár-News-Stories System: Personalised Access to an Archive of TV News." In Proccedings of Recherche d'Information Assistée par Ordinateur (Computer Assisted Information Retrieval) Conference (RIAO 2004). [ Abstract ]

  26. O'Sullivan, Derry, Smyth, Barry, and Wilson, David C. (2004). "Analysing Similarity Essence for Case Based Recommendation." In Proceedings of the Seventh European Conference on Case-Based Reasoning. [ Abstract ]

  27. O'Sullivan, Dympna, McLoughlin, Eoin, Bertolotto, Michela, and Wilson, David C. (2004). "A Case-Based Approach to Managing Geo-Spatial Imagery Tasks." In Proceedings of the Seventh European Conference on Case-Based Reasoning. [ Abstract ]

  28. Tolone, William J., Wilson, David, Raja, Anita, Xiang, Wei-Ning, and Johnson, E. Wray. (2004). "Applying Cougaar to Integrated Critical Infrastructure Modeling and Simulation." In Proceedings of the Open Cougaar Conference. [ Abstract ]

  29. O'Sullivan, Derry, Wilson, David, and Smyth, Barry. (2003). "Preserving Recommender Accuracy and Diversity in Sparse Datasets." In Proceedings of the Sixteenth International FLAIRS Conference. AAAI Press. (FLAIRS-03 Best Paper Award). [ Abstract ]

  30. O'Sullivan, Derry, Wilson, David, and Smyth, Barry. (2003). "Explicit vs. Implicit Profiling: A Case-Study in Electronic Programme Guides." In Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence (IJCAI-03).

  31. O'Sullivan, Dympna, McLoughlin, Eoin, Wilson, David C., and Bertolotto, Michela. (2003). "Capturing Task Knowledge for Geo-Spatial Imagery." In Proceedings of the Second International Conference on Knowledge Capture (K-CAP 2003). pp. 78-87. ACM Press.

  32. Wilson, David C., Bertolotto, Michela, McLoughlin, Eoin, and O'Sullivan, Dympna. (2003). "Knowledge Capture and Reuse for Geo-Spatial Imagery Tasks." In Proceedings of the Fifth International Conference on Case-Based Reasoning (ICCBR 03). pp. 622-636. Springer-Verlag.

  33. McLoughlin, Eoin, O'Sullivan, Dympna, Bertolotto, Michela, and Wilson, David C. (2003). "A User-Friendly System for Knowledge Capture and Reuse of Geo-Spatial Images." In Proceedings of the 11th Geographical Information Systems Research --- UK Conference (GISRUK 2003). pp. 228-233.

  34. Wilson, D.C., Carthy, J., Abbey, K., Sheppard, J., Wang, R., Dunnion, J., and Drummond, A. (2003). "Textual CBR For Incident Report Retrival." In Proceedings of The 2003 International Conference On Computational Science and its Applications (ICCSA 2003).

  35. McArdle, Gavin P. and Wilson David C. (2003). "Visualising Case-Base Usage." In Proceedings of the Fifth International Conference on Case-Based Reasoning Workshop on Long-Lived CBR Systems.

  36. Costello, Edwin and Wilson, David C. (2003). "A Case-Based Approach to Gene Finding." In Proceedings of the Fifth International Conference on Case-Based Reasoning Workshop on CBR in the Health Sciences.

  37. Wilson, David, Smyth, Barry, and O'Sullivan, Derry. (2002). "Improving Collaborative Personalized TV Services: A Study of Implicit and Explicit User Profiling." In Proceedings of the Twenty-Second British Computer Society Specialist Group on Artificial Intelligence (SGAI) Conference on Knowledge Based Systems and Applied Artificial Intelligence (ES-2002).

  38. Carswell, James D., Wilson, David C., and Bertolotto, Michela. (2002). "Digital Image Similarity for Geo-Spatial Knowledge Management." In Proceedings of the Sixth European Conference on Case Based Reasoning. pp. 58-72. Berlin. Springer-Verlag.

  39. Smyth, Barry, Wilson, David C., and O'Sullivan, Derry. (2002). "Data Mining Support for Case-Based Collaborative Recommendation." In Proceedings of the Thirteenth Irish Conference on Artificial Intelligence & Cognitive Science. pp. 111-118. Berlin. Springer-Verlag.

  40. O'Sullivan, Derry, Wilson, David C., and Smyth, Barry. (2002). "Improving Case-Based Recommendation: A Collaborative Filtering Approach." In Proceedings of the Sixth European Conference on Case Based Reasoning. pp. 278-291. Berlin. Springer-Verlag.

  41. O'Sullivan, Derry, Wilson, David C., and Smyth, Barry. (2002). "Using Collaborative Filtering Data in Case-Based Recommendation." In Proceedings of the 15th International FLAIRS Conference. pp. 121-125. Menlo Park, CA. AAAI Press.

  42. Smyth, Barry, Wilson, David C., and O'Sullivan, Derry. (2002). "Improving the Quality of the Personalized Electronic Programme Guide." In Proceedings of the 2nd International Conference on Adaptive Hypermedia and Adaptive Web Based Systems 2nd Workshop on Personalization in Future TV. pp. 42-45.

  43. Bertolotto, Michela, Carswell, James D., and Wilson, David. (2002). "Managing Geo-Spatial Imagery and Knowledge." In Proceedings of the 10th Geographical Information Systems Research --- UK Conference (GISRUK). pp. 28-31.

  44. Hurley, Gareth and Wilson, David C. (2001). "DubLet: An Online CBR System for Rental Property Recommendation." In Proceedings of the Fourth International Conference on Case-Based Reasoning. Berlin. Springer-Verlag.

  45. Minor, Mirjam and Wilson, David C. (2001). "Flexible Strategies for Maintaining Knowledge Containers: ECAI-2000 Workshop Summary." In Proceedings of the Fourth International Conference on Case-Based Reasoning Workshop on Case-Based Reasoning Authoring Support Tools.

  46. Leake, David B. and Wilson, David C. (2000). "Remembering Why to Remember: Performance-Guided Case-Base Maintenance." In Proceedings of the 5th European Workshop on Case-Based Reasoning. pp. 161-172. Berlin. Springer-Verlag.

  47. Leake, David B., Bauer, Travis, Maguitman, Ana, and Wilson, David C. (2000). "Capture, Storage and Reuse of Lessons about Information Resources: Supporting Task-Based Information Search." In Proceedings of the AAAI-2000 Workshop on Intelligent Lessons Learned Systems. pp. 33-37.

  48. Leake, David B. and Wilson, David C. (2000). "Guiding Case-Base Maintenance: Competence and Performance." In Proceedings of the 14th European Conference on Artificial Intelligence Workshop on Flexible Strategies for Maintaining Knowledge Containers. pp. 47-54.

  49. Wilson, David C. and Bradshaw, Shannon. (1999). "CBR Textuality." Proceedings of the Fourth UK Case-Based Reasoning Workshop. pp. 67-80. AI-CBR, University of Salford.

  50. Sengupta, Arijit, Wilson, David C. and Leake, David B. (1999). "On Constructing the Right Sort of CBR Implementation." In Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence Workshop on Automating the Construction of Case Based Reasoners. Workshop ML-5, pp. 68-72.

  51. Sengupta, Arijit, Wilson, David C. and Leake, David B. (1999). "Constructing and Transforming CBR Implementations: Techniques for Corporate Memory Management." In Proceedings of the Third International Conference on Case-Based Reasoning Workshop on Practical Case-Based Reasoning Strategies for Building and Maintaining Corporate Memories. Workshop II, pp. 9-18.

  52. Leake, David B. and Wilson, David C. (1999). "Combining CBR with Interactive Knowledge Acquisition, Manipulation and Reuse." In Proceedings of the Third International Conference on Case-Based Reasoning. pp. 203-217. Berlin. Springer-Verlag.

  53. Leake, David B. and Wilson, David C. (1999). "When Experience is Wrong: Examining CBR for Changing Tasks and Environments." In Proceedings of the Third International Conference on Case-Based Reasoning. pp. 218-232. Berlin. Springer-Verlag.

  54. Cañas, Alberto, Leake, David B., and Wilson, David C. (1999). "Managing, Mapping, and Manipulating Conceptual Knowledge." In Proceedings of the AAAI-99 Workshop on Exploring Synergies of Knowledge Management and Case-Based Reasoning. pp. 10-14. Menlo Park, CA. AAAI Press.

  55. Leake, David B. and Wilson, David C. (1998). "Categorizing Case-Base Maintenance: Dimensions and Directions." In Advances in Case-Based Reasoning: Proceedings of the 4th European Workshop on Case-Based Reasoning, EWCBR-98. pp. 196-207. Berlin. Springer-Verlag.

  56. Leake, David B., Kinley, Andrew, and Wilson, David. (1997). "Learning to Integrate Multiple Knowledge Sources for Case-Based Reasoning." In Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence. pp. 246-251. Morgan Kaufmann.

  57. Leake, David B., Kinley, Andrew, and Wilson, David. (1997). "Case-Based Similarity Assessment: Estimating Adaptability from Experience." In Proceedings of the Fourteenth National Conference on Artificial Intelligence. pp. 674-679. Menlo Park, CA. AAAI Press.

  58. Leake, David B., Kinley, Andrew, and Wilson, David. (1997). "A Case Study of Case-Based CBR." In Proceedings of the Second International Conference on Case-Based Reasoning. pp. 371-382. Berlin. Springer.

  59. Kinley, Andrew, Wilson, David, and Leake, David B. (1996). "Learning How to Reason from Prior Experiences." Online Proceedings of the 1996 Midwest Artificial Intelligence and Cognitive Science Conference. URL http://www.cs.indiana.edu/event/maics96/Proceedings/Kinley/paper.html.

  60. Leake, David B., Kinley, Andrew, and Wilson, David. (1996). "Linking Adaptation and Similarity Learning." In Proceedings of the Eighteenth Annual Conference of the Cognitive Science Society. pp. 591-596. New Jersey. Lawrence Erlbaum.

  61. Leake, David B., Kinley, Andrew, and Wilson, David. (1996). "Acquiring Case Adaptation Knowledge: A Hybrid Approach." In Proceedings of the Thirteenth National Conference on Artificial Intelligence. pp. 684-689. Menlo Park, CA. AAAI Press.

  62. Leake, David B., Kinley, Andrew, and Wilson, David. (1996). "Mutistrategy Learning to Apply Cases for Case-Based Reasoning." In Proceedings of the Third International Workshop on Multistrategy Learning. pp. 155-164. Menlo Park, CA. AAAI Press.

  63. Leake, David B., Kinley, Andrew, and Wilson, David. (1995). "Learning to Improve Case Adaptation by Introspective Reasoning and CBR." In Proceedings of the First International Conference on Case-Based Reasoning. pp. 229-240. Berlin. Springer Verlag.

Books
  1. Wilson, David and Sutcliffe, Geoff, Eds. (2007). Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference. AAAI Press.

Book Chapters
  1. Wilson, David and O'Sullivan, Dympna. (In Press). "Medical Imagery in Case-Based Reasoning." In Perner, Petra, Ed. Case-Based Reasoning on Signals and Images. Springer.

  2. Weakliam, Joe, Wilson, David, and Bertolotto, Michela. (In Press). "Personalising Map Feature Content for Mobile Map Users." In Meng, Liqiu, Zipf, Alexander, and Stephan Winter, Eds. Map-based Mobile Services: Interactivity and Usability. Lecture Notes in Geoinformation and Cartography Series. Springer.

  3. Doyle, Julie, Bertolotto, Michela, and Wilson, David. (In Press). "A Survey of Multimodal Interfaces for Mobile Mapping Applications." In Meng, Liqiu, Zipf, Alexander, and Stephan Winter, Eds. Map-based Mobile Services: Interactivity and Usability. Lecture Notes in Geoinformation and Cartography Series. Springer.

  4. Tolone, William J., Xiang, Wei-Ning, Raja, Anita, Wilson, David, Tang, Qianhong, McWilliams, Ken, and McNally, Robert. (2007). "Mining Critical Instructure Information from Municipality Data Sets: A Knowledge-Driven Approach and Its Implications." In Hilton, Brian N., Ed. Emerging Spatial Information Systems and Applications. Idea Group. [ Abstract ]

  5. O'Sullivan, Derry, Smyth, Barry, Wilson, David C., McDonald, Kieran, and Smeaton, Alan. (2004). "Interactive Television Personalization: From Guides to Programs." In Ardissono, Liliana, Kobsa, Alfred, and Maybury, Mark T., Eds., Personalized Digital Television: Targeting Programs to Individual Viewers. Springer.

  6. Leake, David B., Kinley, Andrew, and Wilson, David. (1996). "Learning to Improve Case Adaptation by Introspective Reasoning and CBR." In Leake, David B., Editor, Case-Based Reasoning: Experiences, Lessons, and Future Directions. pp. 185-197. AAAI Press/MIT Press. Menlo Park, CA. Reprinted from Proceedings of the First International Conference on Case-Based Reasoning, 1995.

Dissertation
  1. Wilson, David C. (2001). Case-Base Maintenance: The Husbandry of Experience. Indiana University.

Technical Reports
  1. Ma, Jing, Sengupta, Arijit, and Wilson, David C. (1999). A Framework for Automated Construction and Transformation of Case-Based Reasoning Systems. Indiana University Computer Science Technical Report #525.

Other Publications
  1. Prosser, Franklin, Winkel, David, and Wilson, David. (1997). Indiana University Computer Science B441/B541 Laboratory Experiments. Laboratory text used for senior undergraduate and graduate level digital hardware design courses.