MultiMediaMiner: a system prototype for multimedia data mining
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Data mining: concepts and techniques
Data mining: concepts and techniques
Conceptual Spaces: The Geometry of Thought
Conceptual Spaces: The Geometry of Thought
Filter Image Browsing: Interactive Image Retrieval by Using Database Overviews
Multimedia Tools and Applications
Modeling Multimodal Expression of User's Affective Subjective Experience
User Modeling and User-Adapted Interaction
Making internal processes external for constructive collaboration
CT '97 Proceedings of the 2nd International Conference on Cognitive Technology (CT '97)
Image classification for content-based indexing
IEEE Transactions on Image Processing
Relevance feedback: a power tool for interactive content-based image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
A Hierarchical Model to Support Kansei Mining Process
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
K-DIME: An Affective Image Filtering System
IEEE MultiMedia
Massive questionnaires for personality capture
Social Science Computer Review
User Modeling and User-Adapted Interaction
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Personalising web search engines, a crucial issue nowadays, would obviously benefit from the system's ability to capture such an important aspect of a user's personality as visual impressions and their communication. Unfortunately, such impressions are intrinsically variable and very difficult to make explicit. In this paper, we propose a methodology to dynamically create personalised models of visual impression words. We suggest that it can be achieved by exploiting multimedia data mining on the large amount of information contained in an image and in its mapping onto an impression word. The continuous adaptation of each model utilises not only relevance feedback but also externalisation feedback. The externalisation process, triggered by the data mining activity, is supported by a conceptual space whose tools allow users to transform their mental model into formal specifications. For experimental validation purposes, a web-based meta search engine has been developed that can retrieve images on the basis of impression words.