KnowHealth: A Knowledge Graph based Question-Answer Platform for Elderly People

Li, Chunshan and Hang, Shaoshi and Chu, Dianhui and Zheng, Hongzhen and Hu, Xin (2019) KnowHealth: A Knowledge Graph based Question-Answer Platform for Elderly People. In: Mobimedia 2019, 29-30 Oct 2019, Wehai, China.

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Abstract

Nowadays, population aging has become a prominent problem all over the world, which brings new challenge to manage multi-type and multi-relation health data from elderly. Existing approaches store those complex data in traditional relational database, which lack support of relation retrieval and is hard to answer elderly's semantic query. In this paper, we design and implement a knowledge graph based question-answer platform (KnowHealth) to manage those health data, which can help the elderly know their health condition better, Specifically, we propose an ontology definition which can describes the entities and relations in aged disease domain. Based on the ontology, we crawl and extract health related information from different input sources. Then, entities and relation extraction methods can be used to construct a knowledge graph. Finally, we completed a historical behavior driven question-answering platform to serve query for elderly. By analyzing and extending intention of questions, answer can be retrieved and reasoned more accurately.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: knowledge graph aged diseases information management knowledge extraction question answering platform
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
QA75 Electronic computers. Computer science
Depositing User: EAI Editor I.
Date Deposited: 10 Sep 2020 15:07
Last Modified: 10 Sep 2020 15:07
URI: https://eprints.eudl.eu/id/eprint/213

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