I am interested to do research on trajectory data mining for my PhD research. I am continuously reading papers on trajectory data mining and have read many research papers, but I could not find any contribution for my research problem.
I want to know what approach should I follow, so that I can find new contribution for my research?
Dear Asif,
For trajectory data mining, please read the paper by
Zheng, Y. (2015). Trajectory data mining: an overview. ACM Transactions on Intelligent Systems and Technology (TIST), 6(3), 29.
You may also read other important source of it, such as:
Bogorny, V., Kuijpers, B., & Alvares, L. O. (2009). ST‐DMQL: a semantic trajectory data mining query language. International Journal of Geographical Information Science, 23(10), 1245-1276.
Chen, L., Lv, M., Ye, Q., Chen, G., & Woodward, J. (2011). A personal route prediction system based on trajectory data mining. Information Sciences, 181(7), 1264-1284.
Giannotti, F., Nanni, M., Pinelli, F., & Pedreschi, D. (2007, August). Trajectory pattern mining. In Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining (pp. 330-339). ACM.
Bogorny, V., Avancini, H., de Paula, B. C., Kuplich, C. R., & Alvares, L. O. (2011). Weka‐STPM: a Software Architecture and Prototype for Semantic Trajectory Data Mining and Visualization. Transactions in GIS, 15(2), 227-248.
Thanks,
Sobhan
Dear Asif,
For trajectory data mining, please read the paper by
Zheng, Y. (2015). Trajectory data mining: an overview. ACM Transactions on Intelligent Systems and Technology (TIST), 6(3), 29.
You may also read other important source of it, such as:
Bogorny, V., Kuijpers, B., & Alvares, L. O. (2009). ST‐DMQL: a semantic trajectory data mining query language. International Journal of Geographical Information Science, 23(10), 1245-1276.
Chen, L., Lv, M., Ye, Q., Chen, G., & Woodward, J. (2011). A personal route prediction system based on trajectory data mining. Information Sciences, 181(7), 1264-1284.
Giannotti, F., Nanni, M., Pinelli, F., & Pedreschi, D. (2007, August). Trajectory pattern mining. In Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining (pp. 330-339). ACM.
Bogorny, V., Avancini, H., de Paula, B. C., Kuplich, C. R., & Alvares, L. O. (2011). Weka‐STPM: a Software Architecture and Prototype for Semantic Trajectory Data Mining and Visualization. Transactions in GIS, 15(2), 227-248.
Thanks,
Sobhan
Congratulations. I think this blog might be helpful for your future to get some light of new scopes.
https://www.microsoft.com/en-us/research/publication/trajectory-data-mining-an-overview/
Thanks
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