Vidya: An experiential annotation system

Bageshree Shevade, Hari Sundaram

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we present a novel annotation paradigm with an emphasis on two facets - (a) the end user experience and (b) semantic propagation. The annotation problem is important since media semantics play a key role in new multimedia applications. However, there is currently very little incentive for end users to annotate. The annotation system, is interactive and experiential. We attempt to propagate semantics of the annotations, by using WordNet, a lexicographic arrangement of words, and low-level features extracted from the images. We introduce novel semantic dissimilarity measures, and propagation frameworks. The system provides insight to the user, by providing her with knowledge sources, that are constrained by the user and media context. The knowledge sources are presented using context-aware hyper-mediation. Our Experimental results indicates that the systems performs well. We tested the new annotation experience using a pilot user study, the users agreed that the new framework was more useful that a traditional annotation interface. The semantic propagation results are good as well - we converge close to the semantics of the image by annotating a small number (∼15%) of database images.

Original languageEnglish (US)
Title of host publicationProceedings of the 2003 ACM SIGMM Workshop on Experiential Telepresence, ETP '03
Pages91-98
Number of pages8
DOIs
StatePublished - Dec 1 2003
Externally publishedYes
Event2003 ACM SIGMM Workshop on Experiential Telepresence, ETP '03 - Berkeley, CA, United States
Duration: Nov 7 2003Nov 7 2003

Publication series

NameProceedings of the 2003 ACM SIGMM Workshop on Experiential Telepresence, ETP '03

Other

Other2003 ACM SIGMM Workshop on Experiential Telepresence, ETP '03
CountryUnited States
CityBerkeley, CA
Period11/7/0311/7/03

Keywords

  • Annotation
  • Experiential
  • Hyper-mediation
  • Semantic propagation
  • Serendipity

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Theoretical Computer Science

Fingerprint Dive into the research topics of 'Vidya: An experiential annotation system'. Together they form a unique fingerprint.

  • Cite this

    Shevade, B., & Sundaram, H. (2003). Vidya: An experiential annotation system. In Proceedings of the 2003 ACM SIGMM Workshop on Experiential Telepresence, ETP '03 (pp. 91-98). (Proceedings of the 2003 ACM SIGMM Workshop on Experiential Telepresence, ETP '03). https://doi.org/10.1145/982484.982502