Name
Abstract | ||
|---|---|---|
•We present a novel annotation scheme representing relative levels of children’s engagement with a fine time resolution (each 5 s).•We present temporal dynamics of children’s engagement and relations between engagement and non-verbal features.•We present a robust feature extraction of non-verbal cues, turn-taking and body movement, which deals with a naturalistic group-play setting.•We present a novel ranking algorithm that integrates ranking characteristics and temporal dynamics in a seamless way, which yielded the best performance in our experiments.
|
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.csl.2017.12.005 | Computer Speech & Language |
Keywords | Field | DocType |
Engagement,Play,Children conversation,Non-verbal,Multi-modal | Social robot,Big Five personality traits,Ranking,Computer science,Support vector machine,Nonverbal communication,Ordinal regression,Artificial intelligence,Social change,Discriminative model,Machine learning | Journal |
Volume | Issue | ISSN |
50 | C | 0885-2308 |
Citations | PageRank | References |
1 | 0.36 | 30 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jae-Bok Kim | 1 | 30 | 4.43 |
| Khiet P. Truong | 2 | 302 | 32.64 |
| Vanessa Evers | 3 | 836 | 80.72 |