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StreamQuilt: A Timeline-Aware Integration of Heterogeneous Web Streams

Authors:
Riho Nakano
Shuichi Kurabayashi

Keywords: StreamQuilt: A Timeline-Aware Integration of Heterogeneous Web Streams

Abstract:
This paper proposes a timeline-aware integration system for web streams, such as micro-blogs and real-time information. This system, called StreamQuilt, analyzes implicit and temporal context-dependent relationship among heterogeneous media streams on the web. Our concept is to capture features from a media stream according to its temporal status and relationships to other streams. This system assigns different features to the stream at the different time. This system provides a synchronized streams association mechanism generate a new stream by evaluating the implicit relevance between heterogeneous streams along a timeline. This mechanism utilizes a sequence of data filters to be applied to different filters to streams. Each filter removes contextual ambiguity and various noises from media streams. This approach is advantageous in providing new information by detecting implicit relationships, such as cause-effect relationship and provider-consumer relationship, among web streams. Our system is applicable to mobile advertisement, participatory entertainment systems, and sentiment analysis of social networking services.

Pages: 181 to 186

Copyright: Copyright (c) IARIA, 2013

Publication date: June 23, 2013

Published in: conference

ISSN: 2308-3972

ISBN: 978-1-61208-280-6

Location: Rome, Italy

Dates: from June 23, 2013 to June 28, 2013