How to predict Estimated Time for Arrival given only trajectory data and time?
$begingroup$
I have data of latitude, longitude and timestamp. I am trying to build a graph based on pincodes (in India) (equivalent to zipcode). Based on this graph and trajectory data that I have, I want to predict ETA given source, destination and time for dispatch.
I am very new to this field, So I dont know how to handle and make structures using this data.
I have already gone through this question
Learning time of arrival (ETA) from historical location data of vehicle but it is not very clear to me. Any kind of help/suggestions is appreciated.
Thanks in advance.
Edit : Pincodes are equivalent to zipcodes.
Graph : Nodes of the graph will be pincode boundaries and if these pincodes share boundary then there will be edge between them.
Trajectory : It is the data collected from GPS when vehicle is travelling on the road. Data is in format (Latitude, Longitude, TimeStamp, vehicleId)
predictive-modeling graphs linear-regression geospatial
edited Apr 13 '17 at 12:50
Community♦
1
asked Feb 9 '16 at 11:22
user825828user825828
4414
$endgroup$
add a comment |
$begingroup$
I have data of latitude, longitude and timestamp. I am trying to build a graph based on pincodes (in India) (equivalent to zipcode). Based on this graph and trajectory data that I have, I want to predict ETA given source, destination and time for dispatch.
I am very new to this field, So I dont know how to handle and make structures using this data.
I have already gone through this question
Learning time of arrival (ETA) from historical location data of vehicle but it is not very clear to me. Any kind of help/suggestions is appreciated.
Thanks in advance.
Edit : Pincodes are equivalent to zipcodes.
Graph : Nodes of the graph will be pincode boundaries and if these pincodes share boundary then there will be edge between them.
Trajectory : It is the data collected from GPS when vehicle is travelling on the road. Data is in format (Latitude, Longitude, TimeStamp, vehicleId)
predictive-modeling graphs linear-regression geospatial
edited Apr 13 '17 at 12:50
Community♦
1
asked Feb 9 '16 at 11:22
user825828user825828
4414
$endgroup$
$begingroup$
I think you should clarify what pincodes means, what graph and trajectory mean in this context. I'm not sure what the problem is
$endgroup$
– Sean Owen
Feb 9 '16 at 19:16
$begingroup$
Hi Sean, I have edited the question with details you asked for. I am new to the forum so kindly tell me if something more is expected in question details, so you and other users can help me out. Thanks.
$endgroup$
– user825828
Feb 10 '16 at 21:45
add a comment |
$begingroup$
I have data of latitude, longitude and timestamp. I am trying to build a graph based on pincodes (in India) (equivalent to zipcode). Based on this graph and trajectory data that I have, I want to predict ETA given source, destination and time for dispatch.
I am very new to this field, So I dont know how to handle and make structures using this data.
I have already gone through this question
Learning time of arrival (ETA) from historical location data of vehicle but it is not very clear to me. Any kind of help/suggestions is appreciated.
Thanks in advance.
Edit : Pincodes are equivalent to zipcodes.
Graph : Nodes of the graph will be pincode boundaries and if these pincodes share boundary then there will be edge between them.
Trajectory : It is the data collected from GPS when vehicle is travelling on the road. Data is in format (Latitude, Longitude, TimeStamp, vehicleId)
predictive-modeling graphs linear-regression geospatial
edited Apr 13 '17 at 12:50
Community♦
1
asked Feb 9 '16 at 11:22
user825828user825828
4414
$endgroup$
I have data of latitude, longitude and timestamp. I am trying to build a graph based on pincodes (in India) (equivalent to zipcode). Based on this graph and trajectory data that I have, I want to predict ETA given source, destination and time for dispatch.
I am very new to this field, So I dont know how to handle and make structures using this data.
I have already gone through this question
Learning time of arrival (ETA) from historical location data of vehicle but it is not very clear to me. Any kind of help/suggestions is appreciated.
Thanks in advance.
Edit : Pincodes are equivalent to zipcodes.
Graph : Nodes of the graph will be pincode boundaries and if these pincodes share boundary then there will be edge between them.
Trajectory : It is the data collected from GPS when vehicle is travelling on the road. Data is in format (Latitude, Longitude, TimeStamp, vehicleId)
predictive-modeling graphs linear-regression geospatial
predictive-modeling graphs linear-regression geospatial
edited Apr 13 '17 at 12:50
Community♦
1
asked Feb 9 '16 at 11:22
user825828user825828
4414
edited Apr 13 '17 at 12:50
Community♦
1
asked Feb 9 '16 at 11:22
user825828user825828
4414
edited Apr 13 '17 at 12:50
Community♦
1
edited Apr 13 '17 at 12:50
Community♦
1
edited Apr 13 '17 at 12:50
Community♦
1
1
asked Feb 9 '16 at 11:22
user825828user825828
4414
asked Feb 9 '16 at 11:22
user825828user825828
4414
asked Feb 9 '16 at 11:22
user825828user825828
4414
4414
$begingroup$
I think you should clarify what pincodes means, what graph and trajectory mean in this context. I'm not sure what the problem is
$endgroup$
– Sean Owen
Feb 9 '16 at 19:16
$begingroup$
Hi Sean, I have edited the question with details you asked for. I am new to the forum so kindly tell me if something more is expected in question details, so you and other users can help me out. Thanks.
$endgroup$
– user825828
Feb 10 '16 at 21:45
add a comment |
$begingroup$
I think you should clarify what pincodes means, what graph and trajectory mean in this context. I'm not sure what the problem is
$endgroup$
– Sean Owen
Feb 9 '16 at 19:16
$begingroup$
Hi Sean, I have edited the question with details you asked for. I am new to the forum so kindly tell me if something more is expected in question details, so you and other users can help me out. Thanks.
$endgroup$
– user825828
Feb 10 '16 at 21:45
$begingroup$
I think you should clarify what pincodes means, what graph and trajectory mean in this context. I'm not sure what the problem is
$endgroup$
– Sean Owen
Feb 9 '16 at 19:16
$begingroup$
I think you should clarify what pincodes means, what graph and trajectory mean in this context. I'm not sure what the problem is
$endgroup$
– Sean Owen
Feb 9 '16 at 19:16
$begingroup$
Hi Sean, I have edited the question with details you asked for. I am new to the forum so kindly tell me if something more is expected in question details, so you and other users can help me out. Thanks.
$endgroup$
– user825828
Feb 10 '16 at 21:45
$begingroup$
Hi Sean, I have edited the question with details you asked for. I am new to the forum so kindly tell me if something more is expected in question details, so you and other users can help me out. Thanks.
$endgroup$
– user825828
Feb 10 '16 at 21:45
add a comment |
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$begingroup$
I think you should clarify what pincodes means, what graph and trajectory mean in this context. I'm not sure what the problem is
$endgroup$
– Sean Owen
Feb 9 '16 at 19:16
$begingroup$
Hi Sean, I have edited the question with details you asked for. I am new to the forum so kindly tell me if something more is expected in question details, so you and other users can help me out. Thanks.
$endgroup$
– user825828
Feb 10 '16 at 21:45