Measuring relevance judgements
Information Processing and Management: an International Journal
A cognitive view of the situational dynamism of user-centered relevance estimation
Journal of the American Society for Information Science - Special issue: relevance research
In search of information in visual media
Communications of the ACM
User satisfaction with information seeking on the Internet
Journal of the American Society for Information Science
A distance and angle similarity measure method
Journal of the American Society for Information Science
DARE: distance and angle retrieval environment: a tale of the two measures
Journal of the American Society for Information Science
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of the American Society for Information Science
Validating a geographical image retrieval system
Journal of the American Society for Information Science
Developing a new similarity measure from two different perspectives
Information Processing and Management: an International Journal
Content based image retrieval and information theroy: a general approach
Journal of the American Society for Information Science and Technology - Visual based retrieval systems and web mining
Research in image indexing and retrieval as reflected in the literature
Journal of the American Society for Information Science and Technology
Conducting Research Surveys Via E-Mail and the Web
Conducting Research Surveys Via E-Mail and the Web
Image attributes: an investigation
Image attributes: an investigation
Perceptual metrics for image database navigation
Perceptual metrics for image database navigation
An information theoretic approach to content based image retrieval
An information theoretic approach to content based image retrieval
Content-based image retrieval: approaches and trends of the new age
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Image retrieval and perceptual similarity
ACM Transactions on Applied Perception (TAP)
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Using Multivariate Statistics (5th Edition)
Using Multivariate Statistics (5th Edition)
Multimedia information retrieval in a social context
PROMISE'12 Proceedings of the 2012 international conference on Information Retrieval Meets Information Visualization
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The rapid growth of the numbers of images and their users as a result of the reduction in cost and increase in efficiency of the creation, storage, manipulation, and transmission of images poses challenges to those who organize and provide access to images. One of these challenges is similarity matching, a key component of current content-based image retrieval systems. Similarity matching often is implemented through similarity measures based on geometric models of similarity whose metric axioms are not satisfied by human similarity judgment data. This study is significant in that it is among the first known to test Tversky's contrast model, which equates the degree of similarity of two stimuli to a linear combination of their common and distinctive features, in the context of image representation and retrieval. Data were collected from 150 participants who performed an image description and a similarity judgment task. Structural equation modeling, correlation, and regression analyses confirmed the relationships between perceived features and similarity of objects hypothesized by Tversky. The results hold implications for future research that will attempt to further test the contrast model and assist designers of image organization and retrieval systems by pointing toward alternative document representations and similarity measures that more closely match human similarity judgments. © 2007 Wiley Periodicals, Inc.