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公开(公告)号:US10200814B1
公开(公告)日:2019-02-05
申请号:US15960797
申请日:2018-04-24
申请人: Mingjin Zhang , Naphtali Rishe , Weitong Liu , Jahkell Lazarre
发明人: Mingjin Zhang , Naphtali Rishe , Weitong Liu , Jahkell Lazarre , Tao Li
摘要: Methods and apparatuses for providing a k-nearest neighbor for location based services are provided. A method can include querying a database to detect a plurality of interest points within a predetermined distance of the user device using a kNN algorithm, organizing the interest points within a Voronoi tree, and continuously return a position specific result of relevant interest points.
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2.
公开(公告)号:US10210272B1
公开(公告)日:2019-02-19
申请号:US15822667
申请日:2017-11-27
申请人: Mingjin Zhang , Naphtali Rishe , Jahkell Lazarre
发明人: Mingjin Zhang , Naphtali Rishe , Jahkell Lazarre , Tao Li
IPC分类号: G06F17/30
摘要: Systems and methods for performing a mobile window query are provided. A method can include transmitting a mobile window query, determining which interest point falls within a query window, defining a potential safe region, refining the safe region utilizing the surrounding interest points, and returning the interest points and safe region to a user.
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公开(公告)号:US10346477B1
公开(公告)日:2019-07-09
申请号:US15945255
申请日:2018-04-04
申请人: Mingjin Zhang , Naphtali Rishe , Jahkell Lazarre , Jing Tong
发明人: Mingjin Zhang , Naphtali Rishe , Jahkell Lazarre , Tao Li
IPC分类号: G06F16/901 , G06F16/9038 , G06N20/00
摘要: Systems and methods for performing a mobile range query are provided. A system can include a first computer readable medium configured to iteratively transmit a mobile range query, as well as a second computer readable medium configured to: receive a mobile range query; compute a range query result; build two min-heaps that contain in-border interest points and out-border intersect points respectively; construct an initial candidate safe region by popping top elements in the two min-heaps while they are not empty; computing the intersections of the domain region of the top elements and the candidate safe region and redefining the candidate safe region using the intersections; and return the mobile range query results to the first medium.
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公开(公告)号:US10095724B1
公开(公告)日:2018-10-09
申请号:US15672884
申请日:2017-08-09
申请人: Mingjin Zhang , Naphtali Rishe , Weitong Liu , Tao Li
发明人: Mingjin Zhang , Naphtali Rishe , Weitong Liu , Tao Li
摘要: Methods for progressive continuous range query (PCRQ) are provided. A method can include using branch-and-bound to index interest points with a tree-index and generating a nearest enter split-point for a root node in the tree-index and adding to min-heap. Next, whether min-heap has more elements and whether a next split-point in min-heap is closer than a destination can be determined. Whether a query point has reached a split-point can be investigated followed by retrieving an entry that has generated the split-point. The split-point can be then be removed from min-heap.
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