A Seq2Seq learning approach for modeling semantic trajectories and predicting the next location-Reference-Cited by-同舟云学术

A Seq2Seq learning approach for modeling semantic trajectories and predicting the next location

Published:2018-11-06 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
language:
Short-container-title:

Author:

Karatzoglou Antonios¹,Jablonski Adrian²,Beigl Michael³

Affiliation:

1. Corporate Sector Research and Advance Engineering, Germany

2. Karlsruhe Institute of Technology. Germany

3. Karlsruhe Institute of Technology, TECO, Germany

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3274895.3274983

Reference19 articles.

1. D. Ashbrook and T. Starner. 2003. Using GPS to learn significant locations and predict movement across multiple users. PUC 7 5 (2003). 10.1007/s00779-003-0240-0 D. Ashbrook and T. Starner. 2003. Using GPS to learn significant locations and predict movement across multiple users. PUC 7 5 (2003). 10.1007/s00779-003-0240-0

2. D. Bahdanau K. Cho and Y. Bengio. 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint (2014). D. Bahdanau K. Cho and Y. Bengio. 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint (2014).

3. N. Eagle and A. Pentland. 2006. Reality mining: sensing complex social systems. Personal and ubiquitous computing 10 4 (2006). 10.1007/s00779-005-0046-3 N. Eagle and A. Pentland. 2006. Reality mining: sensing complex social systems. Personal and ubiquitous computing 10 4 (2006). 10.1007/s00779-005-0046-3

Cited by 46 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Container Rehandling Probability Prediction Model Based on Seq2Seq Network;IEEE Transactions on Reliability;2024-09

2. Multi Attention Generative Adversarial Network for Pedestrian Trajectory Prediction Based on Spatial Gridding;Automotive Innovation;2024-07-22

3. One Method for Predicting Satellite Communication Terminal Service Demands Based on Artificial Intelligence Algorithms;Applied Sciences;2024-07-10

4. Let's Speak Trajectories: A Vision to Use NLP Models for Trajectory Analysis Tasks;ACM Transactions on Spatial Algorithms and Systems;2024-06-30

5. Indoor mobility data encoding with TSTM-in: A topological-semantic trajectory model;Computers, Environment and Urban Systems;2024-06