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Predicting human location based on human personality
- Authors
- Kim, S.Y.; Song, H.Y.
- Issue Date
- 2014
- Publisher
- Springer Verlag
- Keywords
- Big Five Factors; Human Mobility Model; Location Prediction; Personal Mobility Model; Personality Factors; Space-Time Analysis
- Citation
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v.8638 LNCS, pp.70 - 81
- Volume
- 8638 LNCS
- Start Page
- 70
- End Page
- 81
- ISSN
- 0302-9743
- Abstract
- It is generally believed that human personality affects human mobility patterns. Human personality factors, especially the Big Five factors, allow for the future location of a person to be probabilistically predicted in combination with personal mobility model. For this purpose, we collected the Big Five factors and positioning data for five volunteer participants. Human positioning data can be modeled under an individual human mobility model. With these personality factors and the human mobility model, a person's near future location can actually be predicted using a back propagation network. © 2014 Springer International Publishing.
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Related Researcher
- Song, Ha Yoon
- Engineering (Department of Computer Engineering)