@inproceedings{fd56766c75404f7b96f85b0db675ee9c,
title = "Taxihailer: A situation-specific taxi pick-up points recommendation system",
abstract = "This demonstration presents TaxiHailer, a situation-specific recommendation system for passengers who are eager to find a taxi. Given a query with departure point, destination and time, it recommends pick-up points within a specified distance and ranked by potential waiting time. Unlike existing works, we consider three sets of features to build regression models, as well as Poisson process models for road segment clusters. We evaluate and choose the most proper models for each cluster under different situations. Also, TaxiHailer gives destination-aware recommendations for pick-up points with driving directions. We evaluate our recommendation results based on real GPS datasets.",
keywords = "Location-based service, recommendation system, taxi",
author = "Leyi Song and Chengyu Wang and Xiaoyi Duan and Bing Xiao and Xiao Liu and Rong Zhang and Xiaofeng He and Xueqing Gong",
year = "2014",
doi = "10.1007/978-3-319-05813-9\_36",
language = "英语",
isbn = "9783319058122",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
number = "PART 2",
pages = "523--526",
booktitle = "Database Systems for Advanced Applications - 19th International Conference, DASFAA 2014, Proceedings",
address = "德国",
edition = "PART 2",
note = "19th International Conference on Database Systems for Advanced Applications, DASFAA 2014 ; Conference date: 21-04-2014 Through 24-04-2014",
}