Next Place Prediction

Author:

Schreckenberger Christian1,Beckmann Simon1,Bartelt Christian1

Affiliation:

1. Institute for Enterprise Systems, University of Mannheim, Mannheim, Germany

Funder

German Ministry of Economics

Publisher

ACM

Reference49 articles.

1. Hamidu Abdel-Fatao Jiuyong Li and Jixue Liu. 2015. STMM: Semantic and Temporal-Aware Markov Chain Model for Mobility Prediction. In Data Science Chengqi Zhang Wei Huang Yong Shi Philip S. Yu Yangyong Zhu Yingjie Tian Peng Zhang and Jing He (Eds.). Vol. 9208. Springer International Publishing Cham 103--111. 10.1007/978-3-319-24474-7_15 Hamidu Abdel-Fatao Jiuyong Li and Jixue Liu. 2015. STMM: Semantic and Temporal-Aware Markov Chain Model for Mobility Prediction. In Data Science Chengqi Zhang Wei Huang Yong Shi Philip S. Yu Yangyong Zhu Yingjie Tian Peng Zhang and Jing He (Eds.). Vol. 9208. Springer International Publishing Cham 103--111. 10.1007/978-3-319-24474-7_15

2. Yasunori Akagi Takuya Nishimura Takeshi Kurashima and Hiroyuki Toda. 2018. A Fast and Accurate Method for Estimating People Flow from Spatio-temporal Population Data.. In IJCAI. 3293--3300. Yasunori Akagi Takuya Nishimura Takeshi Kurashima and Hiroyuki Toda. 2018. A Fast and Accurate Method for Estimating People Flow from Spatio-temporal Population Data.. In IJCAI. 3293--3300.

3. A. Al-Molegi M. Jabreel and B. Ghaleb. 2016. STF-RNN: Space Time Features-based Recurrent Neural Network for predicting people next location. In 2016 IEEE Symposium Series on Computational Intelligence (SSCI). 1--7. A. Al-Molegi M. Jabreel and B. Ghaleb. 2016. STF-RNN: Space Time Features-based Recurrent Neural Network for predicting people next location. In 2016 IEEE Symposium Series on Computational Intelligence (SSCI). 1--7.

4. Learning and user adaptation in location forecasting

5. Using GPS to learn significant locations and predict movement across multiple users

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