SweoIG/TaskForces/CommunityProjects/LinkingOpenData/MadridBOF/TOP10
TOP 10 Linked Data Research Issues
put it on http://linkeddata.org/research, send out to public-lod and call for review; identify/approach the 'Professors' in the respective fields.
Research Topics
- Privacy (addressing the problem of increasing data availability about persons)
- Interculturalization (Multilingual datasets)
- Updating LD (Synchronizing Datasets and Links, SPARUL Federated Transactions, History, logs, change sets, temporal tracking)
- Creating LD (Creating and maintaining links, Co-Reference, design methodology for creating linked data, exploring vocabulary creation and usage, using NLP for extracting links)
- Creating links (schema-level mappings, long-term goal: fusion)
- Note: we should revise the previous two points
- Evaluation, metrics, benchmarks
- Trust (measures, data provenance)
- Publish LD (access control, licensing/IPR issues (legal and social implications))
- UI Research (user interface/interaction and usability, visualizing linked data, Ways to search for URIs (not only keyword based), using natural language interfaces)
- Internet of Things (devices, sensors)
- Social Impact (economic values and impact)
- Web scale data management (indexing, crawling)
- Web Architecture
- Note: Old DB work applied schema mapping and data fusion
Other Topics (Tools, Applications, etc.)
- tools to generate linked data, computer aided, default mapping, then refine
- Multimedia (fragments), addressing and describing parts of media items
- community/Web-based schema creation and maintainance