Adaptive community-based multimedia data retrieval in a distributed environment

Wei Chen; Jing Chen; Qing Li

doi:10.1145/1352793.1352799

Adaptive community-based multimedia data retrieval in a distributed environment

Wei Chen
, Jing Chen
, Qing Li

Department of Computer Science

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

2 Citations (Scopus)

Abstract

The ever increasing demand of large scale multimedia applications has made the development of effective multimedia database systems an important direction of research. Distributed architecture is widely used in this setting due to the large volume of data involved. This introduces a new challenge to adaptive multimedia data retrieval. Several issues have to be considered such as how trust can be propagated in an autonomous environment, and how to aggregate the results from individual databases and work out an overall ranking. In this paper, we propose a multimedia data retrieval method in a heterogeneous distributed database system. An agent reputation model that is based on social network analysis methods is employed for handling trust in the heterogeneous environment. An adaptive data retrieval method is utilized for an automated querying process based on the reputation model. Sub-group analysis is conducted for better support of collaborative ranking and community-based search. Experiment results show good performance of the proposed method. © 2008 ACM.

Original language	English
Title of host publication	Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008
Pages	20-24
DOIs	https://doi.org/10.1145/1352793.1352799
Publication status	Published - 2008
Event	2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008 - Suwon, Korea, Republic of Duration: 31 Jan 2008 → 1 Feb 2008

Conference

Conference	2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008
Place	Korea, Republic of
City	Suwon
Period	31/01/08 → 1/02/08

Research Keywords

distributed system
information retrieval
multimedia database
reputation system
social search

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10.1145/1352793.1352799

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@inproceedings{9ddfcd2d20e4407988b769fd33330378,

title = "Adaptive community-based multimedia data retrieval in a distributed environment",

abstract = "The ever increasing demand of large scale multimedia applications has made the development of effective multimedia database systems an important direction of research. Distributed architecture is widely used in this setting due to the large volume of data involved. This introduces a new challenge to adaptive multimedia data retrieval. Several issues have to be considered such as how trust can be propagated in an autonomous environment, and how to aggregate the results from individual databases and work out an overall ranking. In this paper, we propose a multimedia data retrieval method in a heterogeneous distributed database system. An agent reputation model that is based on social network analysis methods is employed for handling trust in the heterogeneous environment. An adaptive data retrieval method is utilized for an automated querying process based on the reputation model. Sub-group analysis is conducted for better support of collaborative ranking and community-based search. Experiment results show good performance of the proposed method. {\textcopyright} 2008 ACM.",

keywords = "distributed system, information retrieval, multimedia database, reputation system, social search",

author = "Wei Chen and Jing Chen and Qing Li",

year = "2008",

doi = "10.1145/1352793.1352799",

language = "English",

isbn = "9781595939937",

pages = "20--24",

booktitle = "Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008",

note = "2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008 ; Conference date: 31-01-2008 Through 01-02-2008",

}

Chen, W, Chen, J & Li, Q 2008, Adaptive community-based multimedia data retrieval in a distributed environment. in Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008. pp. 20-24, 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008, Suwon, Korea, Republic of, 31/01/08. https://doi.org/10.1145/1352793.1352799

Adaptive community-based multimedia data retrieval in a distributed environment. / Chen, Wei; Chen, Jing; Li, Qing.
Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008. 2008. p. 20-24.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

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AU - Chen, Wei

AU - Chen, Jing

AU - Li, Qing

PY - 2008

Y1 - 2008

N2 - The ever increasing demand of large scale multimedia applications has made the development of effective multimedia database systems an important direction of research. Distributed architecture is widely used in this setting due to the large volume of data involved. This introduces a new challenge to adaptive multimedia data retrieval. Several issues have to be considered such as how trust can be propagated in an autonomous environment, and how to aggregate the results from individual databases and work out an overall ranking. In this paper, we propose a multimedia data retrieval method in a heterogeneous distributed database system. An agent reputation model that is based on social network analysis methods is employed for handling trust in the heterogeneous environment. An adaptive data retrieval method is utilized for an automated querying process based on the reputation model. Sub-group analysis is conducted for better support of collaborative ranking and community-based search. Experiment results show good performance of the proposed method. © 2008 ACM.

AB - The ever increasing demand of large scale multimedia applications has made the development of effective multimedia database systems an important direction of research. Distributed architecture is widely used in this setting due to the large volume of data involved. This introduces a new challenge to adaptive multimedia data retrieval. Several issues have to be considered such as how trust can be propagated in an autonomous environment, and how to aggregate the results from individual databases and work out an overall ranking. In this paper, we propose a multimedia data retrieval method in a heterogeneous distributed database system. An agent reputation model that is based on social network analysis methods is employed for handling trust in the heterogeneous environment. An adaptive data retrieval method is utilized for an automated querying process based on the reputation model. Sub-group analysis is conducted for better support of collaborative ranking and community-based search. Experiment results show good performance of the proposed method. © 2008 ACM.

KW - distributed system

KW - information retrieval

KW - multimedia database

KW - reputation system

KW - social search

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DO - 10.1145/1352793.1352799

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9781595939937

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EP - 24

BT - Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008

T2 - 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008

Y2 - 31 January 2008 through 1 February 2008

ER -

Adaptive community-based multimedia data retrieval in a distributed environment

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