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Authors: Xian Li 1 ; Weiyi Meng 1 and Clement Yu 2

Affiliations: 1 Binghamton University, United States ; 2 University of Illinois at Chicago, United States

Keyword(s): Web Text Mining, Truth Finding.

Abstract: When people are not sure about certain facts, they tend to use theWeb to find the answers. Two problems make finding correct answers from the Web challenging. First, the Web contains a significant amount of untruthful information. Second, currently there is a lack of systems/tools that can verify the truthfulness or untruthfulness of a random fact statement and also provide alternative answers. In this paper, we propose a method that aims to determine whether a given statement is truthful and to identify alternative truthful statements that are highly relevant to the given statement. Existing solutions consider only statements with a single expected correct answer. In this paper, we focus on statements that may have multiple relevant alternative answers. We first present a straightforward extension to the previous method to solve such type of statements and show that such a simple extension is inadequate. We then present solutions to two types of such statements. Our evaluation indic ates that our proposed solutions are very effective. (More)

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Paper citation in several formats:
Li, X. ; Meng, W. and Yu, C. (2016). Verification of Fact Statements with Multiple Truthful Alternatives. In Proceedings of the 12th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST; ISBN 978-989-758-186-1; ISSN 2184-3252, SciTePress, pages 87-97. DOI: 10.5220/0005781800870097

@conference{webist16,
author={Xian Li and Weiyi Meng and Clement Yu},
title={Verification of Fact Statements with Multiple Truthful Alternatives},
booktitle={Proceedings of the 12th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST},
year={2016},
pages={87-97},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005781800870097},
isbn={978-989-758-186-1},
issn={2184-3252},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST
TI - Verification of Fact Statements with Multiple Truthful Alternatives
SN - 978-989-758-186-1
IS - 2184-3252
AU - Li, X.
AU - Meng, W.
AU - Yu, C.
PY - 2016
SP - 87
EP - 97
DO - 10.5220/0005781800870097
PB - SciTePress

- Science and Technology Publications, Lda.
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