Management of unspecified semi-structured data in multi-agent environment

Yosi Ben-Asher, Shlomo Berkovsky, Yaniv Eytani

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionpeer-review

1 Citation (Scopus)

Abstract

Amounts of available heterogeneous semi-structured data grow rapidly on the Web and other data repositories. This raises the need to provide simple and universal ways to access this data. To provide such an interface, we propose to exploit the notion of "unspecified ontologies", describing the data objects as a list of attributes and their respective values. In order to facilitate an efficient management of the unspecified data objects we use a multi-agent channeled multicast communication platform. The data objects are stored distributively, such that each attribute is assigned a designated channel. This allows performing efficient searches by parallel querying of the relevant channels only, and aggregating the partial results. Moreover, the multi-agent platform facilitates advanced data management through extracting metadata from the data objects. We implemented a prototype system and experimented with a corpus of real-life E-Commerce advertisements. Our results demonstrate scalability of the proposed approach and the accuracy of the extracted meta-data.
Original languageEnglish
Title of host publicationProceedings of the 2006 ACM symposium on Applied computing, SAC '06
Place of PublicationNew York
PublisherAssociation for Computing Machinery (ACM)
Pages101-105
Number of pages5
ISBN (Electronic)1595931082
DOIs
Publication statusPublished - 2006
Externally publishedYes
Event2006 ACM Symposium on Applied Computing, SAC 2006 - Dijon, France
Duration: 23 Apr 200627 Apr 2006

Conference

Conference2006 ACM Symposium on Applied Computing, SAC 2006
CountryFrance
CityDijon
Period23/04/0627/04/06

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