Areas of Interest

Areas of Interest

 

Data Management Systems

* Benchmarking and performance evaluation
* Data exchange and integration
* Database monitoring and tuning
* Data privacy and security
* Data quality, cleaning and lineage
* Data warehousing
* Managing uncertain, imprecise and inconsistent information
* Multilingual data management
* Novel Data Types
* Parallel and distributed databases
* Peer-to-peer data management
* Personalized information systems
* Storage and transaction management

 

Web and Information Retrieval

* Categorization, Clustering, and Filtering
* Document Representation and Content Analysis
* Information Extraction and Summarization
* IR Theory, Platform, Evaluation
* Question Answering and Cross-Language IR
* Web and IR
* Social Network Analysis

 

Data Mining

* Novel data mining algorithms and foundations
* Innovative applications of data mining
* Data mining and KDD systems and frameworks
* Mining data streams and sensor data
* Mining multi-media, graph, spatio-temporal and semi-structured data
* Security, privacy, and adversarial data mining
* High performance and parallel/distributed data mining
* Mining tera-/peta-scale data
* Visual data mining and data visualization