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Authors: Marina Litvak and Leon Matz

Affiliation: Shamoon College of Engineering, Israel

ISBN: 978-989-8565-75-4

Keyword(s): Topic Sensitive Page Rank, Query-based Ranking, Comments Retrieval.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Information Extraction ; Interactive and Online Data Mining ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Mining Text and Semi-Structured Data ; Soft Computing ; Symbolic Systems ; Web Mining

Abstract: Various news sites exist today where internet audience can read the most recent news and see what other people think about. Most sites do not organize comments well and do not filter irrelevant content. Due to this limitation, readers who are interested to know other people’s opinion regarding any specific topic, have to manually follow relevant comments, reading and filtering a lot of irrelevant text. In this work, we introduce a new approach for retrieving and ranking the relevant comments for a given paragraph of news article and vice versa. We use Topic-Sensitive PageRank for ranking comments/paragraphs relevant for a user-specified paragraph/comment. The browser extension implementing our approach (called SmartNews) for Yahoo! News is publicly available.

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Paper citation in several formats:
Litvak, M. and Matz, L. (2013). SmartNews: Bringing Order into Comments Chaos.In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing - Volume 1: KDIR, (IC3K 2013) ISBN 978-989-8565-75-4, pages 191-196. DOI: 10.5220/0004618301910196

@conference{kdir13,
author={Marina Litvak. and Leon Matz.},
title={SmartNews: Bringing Order into Comments Chaos},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing - Volume 1: KDIR, (IC3K 2013)},
year={2013},
pages={191-196},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004618301910196},
isbn={978-989-8565-75-4},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing - Volume 1: KDIR, (IC3K 2013)
TI - SmartNews: Bringing Order into Comments Chaos
SN - 978-989-8565-75-4
AU - Litvak, M.
AU - Matz, L.
PY - 2013
SP - 191
EP - 196
DO - 10.5220/0004618301910196

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