This shows you the differences between two versions of the page.
Both sides previous revision Previous revision Next revision | Previous revision | ||
en:projects-1a [2017/05/01 05:28] ylab |
en:projects-1a [2021/03/10 09:19] (current) ylab |
||
---|---|---|---|
Line 1: | Line 1: | ||
- | ====== Research Topics | + | ====== Research Topics ====== |
===== Data Science: Fundamental Studies and Social Deployment ===== | ===== Data Science: Fundamental Studies and Social Deployment ===== | ||
- | Contemporary society relies heavily upon the massive amount of information connected each other by Internet. Social progress will depend upon the establishment and continuous revision of technologies to enable the rapid and accurate transmission of data, and technologies to allow quick search of massive volume of data to retrieve required information in a timely manner. For this reason, we will conduct fundamental research on database, information retrieval, | + | Contemporary society relies heavily upon the massive amount of information connected |
- | - **Web Information Systems** | ||
- | * Recommending historical knowledge for understanding and prediction of current events | ||
- | * Annotating time series for explaining their shapes | ||
- | * Estimation of information validity and interestingness | ||
- | * Image and Voice Retrieval by Impression | ||
- | * Search Session Management over Time and Space | ||
- **Data Market** | - **Data Market** | ||
- | * [[https:// | + | * [[https:// |
* Data Valuation | * Data Valuation | ||
+ | * Privacy Protection | ||
+ | - **Information Retrieval and Natural Language Processing** | ||
+ | * Recommender Systems | ||
+ | * User-Generated Contents | ||
+ | * Digital Libraries | ||
+ | - **Data Mining and Multimedia Inforamtion Systems** | ||
+ | *[[https:// | ||
+ | *[[https:// | ||
+ | *[[https:// | ||
- **Scientific/ | - **Scientific/ | ||
* [[https:// | * [[https:// | ||
- | * Supporting Scholarly Surveys | + | * Data Cleaning |
- | - **Geographical/ | + | - **Privacy-Preserving Machine Learning** |
- | * Similarity Search for Trajectories with Dynamic Features | + | * Federated Learning |
- | * [[https:// | + | * Differentially Private Machine Learning |
- | - **Data Mining** | + | - **Autonomous Distributed Information System** |
- | * Data Mining | + | |
- | * Medical Big Data: The analysis of large amount of electronic medical data, and its application to health management and creation of evidence-based medical knowledge. | + | |
- | - **Deep Knowledge Mining** | + | |
- | * [[project: | + | |
- | - **Integrated Utilization of Knowledge Bases and Search Engines** | + | |
- | * Retrieval of Quantitatie Data | + | |
- | | + | |
===== Past Research Topics ===== | ===== Past Research Topics ===== | ||
+ | * [[https:// | ||
+ | * Extracting and recommending history-related knowledge | ||
+ | * Question answering in document archives | ||
+ | * Search models for document archives | ||
* [[https:// | * [[https:// | ||
+ | * [[project: | ||
* [[project: | * [[project: | ||
* [[project: | * [[project: |