Selection of housing, one of the necessities of human life, has a great influence on life for a long time. However, since it requires a wide range of information gathering and consideration before decision, state-of-the-art recommendation algorithms such as collaborative filtering do not work well. In this presentation, after reviewing issues specific to the real estate field, I cited examples of "application of crowdsourcing to social media (Twitter timelines)" and "application of deep learning to property images" as an effort by our research group. Finally I discuss what kind of AI technology is applicable in the real estate field.
Mining User Experience through Crowdsourcing: A Property Search Behavior Corp...Yoji Kiyota
This article describes how to build a property search behavior corpus derived from microblogging timelines, in which tweets related to property search are annotated. We applied microtask-based crowdsourcing to tweet data, and build a corpus which consists of timelines of specific users which are annotated with property search stages (e.g. gathering of property information, and property preview). As a result, property search processes by tens of people were annotated. This corpus is intended to use for redesigning property information services, and marketing information services for potential users.
20. 主な文献フォーマット
• IEEEスタイル(工学)
– F. I. Andersson, R. Blakytny and A. K. Clarke,
"Cyanobacterial ClpC/HSP100 protein displays intrinsic
chaperone activity," J. Biol. Chem., vol. 281, pp. 5468-
5475. Mar. 3, 2006.
• APAスタイル(学際分野)
– Andersson, F. I., Blakytny, R., & Clarke, A. K. (2006).
Cyanobacterial ClpC/HSP100 protein displays intrinsic
chaperone activity. J. Biol. Chem. 281(9), 5468-5475.
• NLMスタイル(生医学)、ACSスタイル(化学)、
MLAスタイル(人文・社会科学)
• SIST02スタイル
26. MendeleyのWordプラグインを
実際に試してみた
Andersson, Fredrik I., Blakytny, Robert, Clarke,
Adrian K. Cyanobacterial ClpC/HSP100 protein
displays intrinsic chaperone activity. The Journal
of biological chemistry. 2006, vol. 281, no. 9, p.
5468-75.
著者間区切りは「,」ではなく「;」
28. BibTeXのスタイルファイルを
実際に試してみた
Fredrik I, Andersson; Robert, Blakytny; Adrian K,
Clarke. Cyanobacterial ClpC/HSP100 protein
displays intrinsic chaperone activity. The Journal
of biological chemistry, 2006, Vol. 281, No. 9, p.
5468–75.
一応できているっぽい
(ただし、現状articleしか対応していない)