List of Publications

  • 2009
    • Fabian Bohnert, Daniel F. Schmidt, and Ingrid Zukerman: "Spatial Processes for Recommender Systems". In Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI-09), Pasadena, CA, USA, pages 2022-2027, 2009. [PDF]
    • Fabian Bohnert, Ingrid Zukerman, and Daniel F. Schmidt: "Using Gaussian Spatial Processes to Model and Predict Interests in Museum Exhibits". In Proceedings of the Seventh Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP-09), held in conjunction with the 21st International Joint Conference on Artificial Intelligence (IJCAI-09), Pasadena, CA, USA, pages 13-19, 2009. [PDF]
    • Fabian Bohnert and Ingrid Zukerman: "Non-Intrusive Personalisation of the Museum Experience". In Proceedings of the First and 17th International Conference on User Modeling, Adaptation, and Personalization (UMAP-09), Trento, Italy, pages 197-209, 2009. Best Student Paper Award.
    • Fabian Bohnert and Ingrid Zukerman: "A Computer-Supported Methodology for Recording and Visualising Visitor Behaviour in Museums". In Adjunct Proceedings of the First and 17th International Conference on User Modeling, Adaptation, and Personalization (UMAP-09), Trento, Italy, 2009. [PDF]
    • Fabian Bohnert, Daniel F. Schmidt, and Ingrid Zukerman: "Spatial Processes for Recommender Systems", Technical report 2009/238, Faculty of Information Technology, Monash University, Clayton, VIC 3800, Australia, 2009. [PDF]
  • 2008
    • Fabian Bohnert, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin, and Liz Sonenberg, "Using Interest and Transition Models to Predict Visitor Locations in Museums", Technical report 2008/219, Faculty of Information Technology, Monash University, Clayton, Victoria 3800, Australia, 2008. [PDF]
    • Karl Grieser, Timothy Baldwin, Fabian Bohnert, and Liz Sonenberg: "Using Collaboratively Constructed Document Collections to Simulate Real-World Object Comparisons". In Proceedings of the 13th Australasian Document Computing Symposium (ADCS-08), pages 73-76, Hobart, TAS, Australia, 2008. [PDF]
    • Fabian Bohnert, "Constraint-Aware User Modelling and Recommendation in Physical Environments such as Museums". Abstract presented at the HCSNet Workshop on Embodied Interaction in Mobile, Physical and Virtual Environments, Sydney, NSW, Australia, 2008. [Abstract]
    • Fabian Bohnert, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin, and Liz Sonenberg, "Using Collaborative Models to Adaptively Predict Visitor Locations in Museums". In Proceedings of the Fifth International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH-08), pages 42-51, Hanover, Germany, 2008 2008. SpringerLink
    • Fabian Bohnert, "Adaptive User Modelling and Recommendation in Constrained Physical Environments". In Proceedings of the Fifth International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH-08), 2008. SpringerLink
    • Shlomo Berkovsky, Timothy Baldwin and Ingrid Zukerman, "Aspect-Based Personalized Text Summarization", In Proceedings of the Fifth International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH-08), 2008. [PDF]
    • Fabian Bohnert, "Constraint-Aware User Modelling and Personalisation in Physical Environments". In Adjunct Proceedings of the Sixth International Conference on Pervasive Computing (Pervasive-08), pages 167-172, Sydney, NSW, Australia, 2008. [PDF]
    • Fabian Bohnert and Ingrid Zukerman: "The Kubadji Project: Adaptive User Modelling and Personalisation for Improving the Museum Experience", Abstract presented at the Joint HCSNet-EII Workshop on Interactive and Ubiquitous Information Access, Sydney, NSW, Australia, 2008.
    • Fabian Bohnert, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin, and Liz Sonenberg: "Using Interest and Transition Models to Predict Visitor Locations in Museums", Technical report 2008/219, Faculty of Information Technology, Monash University, Clayton, VIC 3800, Australia, 2008. [PDF]
  • 2007
    • Karl Grieser, Timothy Baldwin and Steven Bird, "Dynamic Visitor Path Prediction and Recommendation in a Museum Environment". In Proceedings of the ACL 2007 Workshop on Language Technology for Cultural Heritage Data (LaTeCH 2007), Prague, Czech Republic, June 2007. [PDF]
    • Aidan Furlan, Timothy Baldwin and Alex Klippel, "Landmark Classification for Route Directions". In Proceedings of the Fourth ACL 2007 Workshop on Prepositions, Prague, Czech Republic, June 2007. [PDF]
    • Fabian Bohnert and Ingrid Zukerman, "Using Viewing Time for Theme Prediction in Cultural Heritage Spaces". In Proceedings of the 20th Australian Joint Conference on Artificial Intelligence (AI-07), Gold Coast, Australia, December 2007. SpringerLink
    • Michael Yang, "Automatic and User-Personalised Recommendation of Exhibits in a Museum Environment", Honours Thesis, Dept. of Computer Science and Software Engineering, University of Melbourne, November 2007.
    • Wouter B. Tinus, "A Framework for Agent Based User Modeling Experiments", Information and Computer Sciences Master Thesis Series, INF/SCR-2007-031, Utrecht University, December 2007.
  • 2006
    • Ian Lu, "DIANE+: Applying Task Analysis to People's Visiting Experience in a Museum", Honours Thesis, Dept. of Information Systems, University of Melbourne, November 2006.
  • 2005
    • Frank S. Jares, "Museum Guide Design: A Human-Environment Interaction Design Approach", Information and Computer Sciences Master Thesis Series, INF/SCR-2005-021, Utrecht University, November 2005.