Text-Visualizing Neural Network Model: Understanding Online Financial Textual Data

Author:

Ito Tomoki,Sakaji Hiroki,Tsubouchi Kota,Izumi Kiyoshi,Yamashita Tatsuo

Publisher

Springer International Publishing

Reference16 articles.

1. Ravi, K., Ravi, V.: A survey on opinion mining and sentiment analysis: tasks, approaches and applications. Knowl.-Based Syst. 89(C), 14–46 (2015)

2. Hechtlinger, Y.: Interpretation of prediction models using the input gradient. In: NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems (2016)

3. Bach, S., Binder, A., Montavon, G., Klauschen, F., Muller, K.R., Samek, W.: On pixel-wise explanations for nonlinear classifier decisions by layer-wise relevance propagation. PLoS ONE 10(7), 1–46 (2015)

4. Mikolov, T., Chen, K., Sutskever, I., Corrado, G., Dean, J.: Distributed representations of words and phrases and their compositionality. In: NIPS 2013, pp. 3111–3119 (2013)

5. Hornik, K., Feinerer, I., Kober, M., Buchta, C.: Spherical k-means clustering. J. Stat. Softw. 50(10), 1–22 (2012)

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. SSCDV: Social media document embedding with sentiment and topics for financial market forecasting;Expert Systems with Applications;2024-07

2. Information Value of Japanese Financial Results Briefings Using Text Mining;Transactions of the Japanese Society for Artificial Intelligence;2024-07-01

3. Forecasting Stock Price Trends by Analyzing Economic Reports With Analyst Profiles;Frontiers in Artificial Intelligence;2022-06-07

4. Sentiment Dictionary for Business Cycle Analysis and its Applications;Journal of Natural Language Processing;2022

5. Market Trend Analysis Using Polarity Index Generated from Analyst Reports;2021 IEEE International Conference on Big Data (Big Data);2021-12-15

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3