On the Design and Exploitation of User's Personal and Public Information for Semantic Personal Digital Photograph Annotation
Joint Authors
Sarin, Supheakmungkol
Kameyama, Wataru
Miyosawa, Tadashi
Nagahashi, Toshinori
Source
Issue
Vol. 2008, Issue 2008 (31 Dec. 2008), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2008-06-09
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Information Technology and Computer Science
Abstract EN
Automating the process of semantic annotation of digital personal photographs is a crucial step towards efficient and effective management of this increasingly high volume of content.
However, this is still a highly challenging task for the research community.
This paper proposes a novel solution.
Our solution integrates all contextual information available to and from the users, such as their daily emails, schedules, chat archives, web browsing histories, documents, online news, Wikipedia data, and so forth.
We then analyze this information and extract important semantic terms, using them as semantic keyword suggestions for their photos.
Those keywords are in the form of named entities, such as names of people, organizations, locations, and date/time as well as high frequency terms.
Experiments conducted with 10 subjects and a total of 313 photos proved that our proposed approach can significantly help users with the annotation process.
We achieved a 33% gain in annotation time as compared to manual annotation.
We also obtained very positive results in the accuracy rate of our suggested keywords.
American Psychological Association (APA)
Sarin, Supheakmungkol& Nagahashi, Toshinori& Miyosawa, Tadashi& Kameyama, Wataru. 2008. On the Design and Exploitation of User's Personal and Public Information for Semantic Personal Digital Photograph Annotation. Advances in Multimedia،Vol. 2008, no. 2008, pp.1-16.
https://search.emarefa.net/detail/BIM-483444
Modern Language Association (MLA)
Sarin, Supheakmungkol…[et al.]. On the Design and Exploitation of User's Personal and Public Information for Semantic Personal Digital Photograph Annotation. Advances in Multimedia No. 2008 (2008), pp.1-16.
https://search.emarefa.net/detail/BIM-483444
American Medical Association (AMA)
Sarin, Supheakmungkol& Nagahashi, Toshinori& Miyosawa, Tadashi& Kameyama, Wataru. On the Design and Exploitation of User's Personal and Public Information for Semantic Personal Digital Photograph Annotation. Advances in Multimedia. 2008. Vol. 2008, no. 2008, pp.1-16.
https://search.emarefa.net/detail/BIM-483444
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-483444