Name
Title | ||
|---|---|---|
SmartShadow-K: an practical knowledge network for joint context inference in everyday life |
Abstract | ||
|---|---|---|
Smart environments require to percept conditions of people. Current context-aware systems mainly model limited user situations, which constrains their coverage and effect in real world usage. This paper proposes an encyclopedic knowledge network to enable practical context inference in our daily life by: 1) expressing essential semantics of contextual concepts and relations into a well-informed relational network, and 2) exploiting relational semantics to infer various contexts simultaneously. The performance of the approach is validated in real challenging problems and compared with inference of human being. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1145/2370216.2370337 | UbiComp |
Keywords | Field | DocType |
everyday life,real challenging problem,relational semantics,essential semantics,daily life,real world usage,current context-aware system,encyclopedic knowledge network,contextual concept,practical context inference,joint context inference,well-informed relational network,practical knowledge network | Everyday life,Smart environment,Kripke semantics,Inference,Computer science,Context awareness,Human–computer interaction,Semantics,Percept | Conference |
Citations | PageRank | References |
1 | 0.35 | 6 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Li Zhang | 1 | 141 | 20.37 |
| Gang Pan | 2 | 1501 | 123.57 |
| Zhaohui Wu | 3 | 3121 | 246.32 |
| Shijian Li | 4 | 1155 | 69.34 |
| Cho-li Wang | 5 | 1064 | 105.15 |