政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/111000

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政大機構典藏 > 商學院 > 會計學系 > 期刊論文 > Item 140.119/111000

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/111000

Title:	Using Sentiment Analysis to Explore the Association between News and Housing Prices
Authors:	諶家蘭 Yang, Hsiao-Fang;Seng, Jia-Lang
Contributors:	會計系
Keywords:	Sentiment analysis;Opinion mining;Housing price;News sentiment scoring model
Date:	2017
Issue Date:	2017-07-12 14:13:21 (UTC+8)
Abstract:	In recent years, semi-structured and unstructured data have received substantial attention. Previous studies on sentiment analysis and opinion mining have indicated that media information features sentiment factors that can affect investor decisions. However, few studies have explored the correlation between news sentiment and housing prices; hence, the present study was conducted to investigate this correlation. A method was proposed to collect and filter news information and analyze the correlation between news sentiment and housing prices. The results indicate that news sentiment can serve as a reference for evaluating housing price trends.
Relation:	Lecture Notes in Artificial Intelligence (LNAI) (EI), 170-179
Data Type:	article
DOI 連結:	http://dx.doi.org/10.1007/978-3-319-54430-4_17
DOI:	10.1007/978-3-319-54430-4_17
Appears in Collections:	[會計學系] 期刊論文

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