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FinancialNews&Data-IEEE-BigData 2020 : The 4th IEEE International Workshop on Big Data for Financial News and Data

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Link: https://intelligentfinance.github.io/IEEE2020-BigData-Workshop/date.html
 
When Dec 10, 2020 - Dec 13, 2020
Where Online
Submission Deadline Oct 11, 2020
Notification Due Nov 8, 2020
Final Version Due Nov 25, 2020
Categories    financial content   NLP   machine learning   AI
 

Call For Papers

It is widely recognized that news, as well as social media and other types of data, play a key role in financial markets. With the rapid growth of financial data sources and volume, nowadays, few fields generate as many data as the financial industry. Big data is fueling a transformation of finance and the world of business in yet unpredictable ways. This poses many challenges to us. For example, we need to fuse different kinds of data, from quite distinct sources, and with different degrees of reliability. We also need to transform unstructured data into structured intelligence to enable high end analytics. In this process, many issues need to be addressed by applying big data, machine learning and NLP technologies, such as automatic data collection, entity extraction, classification, clustering, search, filtering, sentiment analysis, event novelty detection, news relevance/significance identification, modeling and aggregation. To make informed decision making, ideally, these modules and information also need to be connected to financial analytics models for trading, investment management, asset pricing and risk control.

Deep learning and cognitive computing have shown to be promising; we are also interested in their applications in financial domain.

The goal of this workshop is to bring together researchers and industry practitioners working on big data mining and financial related data to share their ideas and best practices. It will feature paper presentations and invited talks or panel discussion on topics and research directions on big data for financial industry. Papers about original and ongoing research and those that describe systems and practices are welcome.

We invite work on all aspects of financial news and data analysis. This includes (but is not limited to) the following topics:

Financial data collection, entity extraction, relation extraction, classification, clustering, novelty detection, event detection, filtering, aggregation, etc.
Social media data analysis
News event impact and market sentiment
Sentiment analysis, opinion mining
Stock/market prediction
News and social data in algorithm trading; quantitative news trading
Question answering system in financial domain
Cognitive computing in finance
Deep learning for financial data
Semantics, knowledge base and ontology
System design and architecture of financial data workflow
Big data in finance: challenge, practice and technologies

The Workshop will be co-located with 2020 IEEE International Conference on Big Data (IEEE Big Data 2020) http://bigdataieee.org/BigData2020/
December 10-13, 2020
IEEE BigData 2020 and the Workshop will now be an online event, due to COVID-19.

The workshop site:
https://intelligentfinance.github.io/IEEE2020-BigData-Workshop/index.html


All papers accepted will be included in the conference proceedings published by the IEEE Computer Society Press.


Please submit a full paper (up to 10 page IEEE 2-column format) or short paper (up to 4 page IEEE 2-column format) through the online submission system.

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