T-Finder: A Recommender System for Finding Passengers and Vacant Taxis
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1,290 citations
Cites background from "T-Finder: A Recommender System for ..."
...2, where Yuan et al. [2012a] inferred the functional regions in a city using road network data, points of interest, and human mobility learned from a large number of taxi trips....
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1,289 citations
Cites background or methods from "T-Finder: A Recommender System for ..."
...On the other hand, in some applications, for example, estimating the travel time of a path [Wang et al. 2014] and driving direction suggestion [Yuan et al. 2013a], such stay points should be removed from a trajectory during the preprocessing....
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...The noise filtering method, which has been used in T-Drive [Yuan et al. 2010a, 2011a, 2013a] and GeoLife [Zheng et al. 2009a; Zheng et al. 2010] projects, first calculates the travel speed of each point in a trajectory based on the time interval and distance between a point and its successor (we…...
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..., ∆tn−1 → sn , therefore facilitating a diversity of applications, such as travel recommendations [152] [154], destination prediction [116], taxi recommendation [127][129], and gas consumption estimation[132][133]....
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...For example, in a task of travel speed estimation, we should remove the stay points (from a taxi’s trajectory) where a taxi was parked to wait for passengers [Yuan et al. 2013b]....
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...…s2 t2→, . . . , tn−1→ sn, therefore facilitating a diversity of applications, such as travel recommendations [Zheng and Xie 2011b; Zheng et al. 2011c], destination prediction [Ye et al. 2009], taxi recommendation [Yuan et al. 2011b, 2013b], and gas consumption estimation [Zhang et al. 2013, 2015]....
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650 citations
Cites background from "T-Finder: A Recommender System for ..."
...Service/activity recommendation T-Finder [Yuan et al. 2013] (GPS from taxis)...
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...For example, T-Finder [Yuan et al. 2013] was a recommending system that could guide taxi drivers to the places where passengers could more easily be picked up....
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488 citations
Cites background from "T-Finder: A Recommender System for ..."
...INTRODUCTION Real-time estimation of the travel time of a path, which is represented by a sequence of connected road segments, is of great importance for traffic monitoring [1], finding driving directions [20], ridesharing [13] and taxi dispatching [22]....
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487 citations
References
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16,118 citations
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6,033 citations
"T-Finder: A Recommender System for ..." refers background in this paper
...The arrival of the vacant taxis on a given road segment can be modeled using a nonhomogeneous Poisson process [13] (which is a Poisson process with a time-dependent arriving rate function) with arriving rate μ(t)....
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4,020 citations
Additional excerpts
...As depicted in Fig....
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758 citations
Additional excerpts
...Then, we feed the knowledge into a probabilistic model that estimates the profit of the candidate locations for a particular driver based on where and when the driver requests the recommendation....
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752 citations
"T-Finder: A Recommender System for ..." refers background in this paper
...This section details the process for detecting parked status from a nonoccupied trip and accordingly finding out the parking places in the urban area of a city based on a collection of taxi trajectories....
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