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

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 109948/140897 (78%)
Visitors : 46086480 Online Users : 1276

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer

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

Files in This Item:

File	Description	Size	Format
index.html		0Kb	HTML2	758	View/Open

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

Loading...