IEICE TRANSACTIONS on Information
Mining Knowledge on Relationships between Objects from the Web
Summary :
How do global warming and agriculture influence each other? It is possible to answer the question by searching knowledge about the relationship between global warming and agriculture. As exemplified by this question, strong demands exist for searching relationships between objects. Mining knowledge about relationships on Wikipedia has been studied. However, it is desired to search more diverse knowledge about relationships on the Web. By utilizing the objects constituting relationships mined from Wikipedia, we propose a new method to search images with surrounding text that include knowledge about relationships on the Web. Experimental results show that our method is effective and applicable in searching knowledge about relationships. We also construct a relationship search system named “Enishi” based on the proposed new method. Enishi supplies a wealth of diverse knowledge including images with surrounding text to help users to understand relationships deeply, by complementarily utilizing knowledge from Wikipedia and the Web.
- Publication
- IEICE TRANSACTIONS on Information Vol.E97-D No.1 pp.77-88
- Publication Date
- 2014/01/01
- Publicized
- Online ISSN
- 1745-1361
- DOI
- 10.1587/transinf.E97.D.77
- Type of Manuscript
- PAPER
- Category
- Artificial Intelligence, Data Mining
Authors
Xinpeng ZHANG
Kyoto University
Yasuhito ASANO
Kyoto University
Masatoshi YOSHIKAWA
Kyoto University
Keyword
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Xinpeng ZHANG, Yasuhito ASANO, Masatoshi YOSHIKAWA, "Mining Knowledge on Relationships between Objects from the Web" in IEICE TRANSACTIONS on Information,
vol. E97-D, no. 1, pp. 77-88, January 2014, doi: 10.1587/transinf.E97.D.77.
Abstract: How do global warming and agriculture influence each other? It is possible to answer the question by searching knowledge about the relationship between global warming and agriculture. As exemplified by this question, strong demands exist for searching relationships between objects. Mining knowledge about relationships on Wikipedia has been studied. However, it is desired to search more diverse knowledge about relationships on the Web. By utilizing the objects constituting relationships mined from Wikipedia, we propose a new method to search images with surrounding text that include knowledge about relationships on the Web. Experimental results show that our method is effective and applicable in searching knowledge about relationships. We also construct a relationship search system named “Enishi” based on the proposed new method. Enishi supplies a wealth of diverse knowledge including images with surrounding text to help users to understand relationships deeply, by complementarily utilizing knowledge from Wikipedia and the Web.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.E97.D.77/_p
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@ARTICLE{e97-d_1_77,
author={Xinpeng ZHANG, Yasuhito ASANO, Masatoshi YOSHIKAWA, },
journal={IEICE TRANSACTIONS on Information},
title={Mining Knowledge on Relationships between Objects from the Web},
year={2014},
volume={E97-D},
number={1},
pages={77-88},
abstract={How do global warming and agriculture influence each other? It is possible to answer the question by searching knowledge about the relationship between global warming and agriculture. As exemplified by this question, strong demands exist for searching relationships between objects. Mining knowledge about relationships on Wikipedia has been studied. However, it is desired to search more diverse knowledge about relationships on the Web. By utilizing the objects constituting relationships mined from Wikipedia, we propose a new method to search images with surrounding text that include knowledge about relationships on the Web. Experimental results show that our method is effective and applicable in searching knowledge about relationships. We also construct a relationship search system named “Enishi” based on the proposed new method. Enishi supplies a wealth of diverse knowledge including images with surrounding text to help users to understand relationships deeply, by complementarily utilizing knowledge from Wikipedia and the Web.},
keywords={},
doi={10.1587/transinf.E97.D.77},
ISSN={1745-1361},
month={January},}
Copy
TY - JOUR
TI - Mining Knowledge on Relationships between Objects from the Web
T2 - IEICE TRANSACTIONS on Information
SP - 77
EP - 88
AU - Xinpeng ZHANG
AU - Yasuhito ASANO
AU - Masatoshi YOSHIKAWA
PY - 2014
DO - 10.1587/transinf.E97.D.77
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E97-D
IS - 1
JA - IEICE TRANSACTIONS on Information
Y1 - January 2014
AB - How do global warming and agriculture influence each other? It is possible to answer the question by searching knowledge about the relationship between global warming and agriculture. As exemplified by this question, strong demands exist for searching relationships between objects. Mining knowledge about relationships on Wikipedia has been studied. However, it is desired to search more diverse knowledge about relationships on the Web. By utilizing the objects constituting relationships mined from Wikipedia, we propose a new method to search images with surrounding text that include knowledge about relationships on the Web. Experimental results show that our method is effective and applicable in searching knowledge about relationships. We also construct a relationship search system named “Enishi” based on the proposed new method. Enishi supplies a wealth of diverse knowledge including images with surrounding text to help users to understand relationships deeply, by complementarily utilizing knowledge from Wikipedia and the Web.
ER -
English
