Name: GeoPath-Clustering
Owner: NASA JPL MEMEX
Owner: NASA JPL MEMEX
Description: To cluster geo paths that travel very similar paths
Created: 2016-08-15 17:29:10.0
Updated: 2018-02-25 22:56:11.0
Pushed: 2017-11-08 19:55:05.0
Homepage: null
Size: 11038
Language: HTML
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Memex Route Clustering project is trying to provide tools and technologies to be able explore some Memex data as route format. Routes is defined as moving object through time into different geo-location. One of main goal of this project is to develop an algorithm to be able to cluster routes that are traveling same path which helps us to not only understand more about the data but also find some anomalies.
Using text input (phone numbers, emails, names, ad text) and other facets of the data (eg, time, location) search for relevant routes and clusters of routes that match the entered criteria ( over a time range ?) https://oodt.jpl.nasa.gov/wiki/display/MEMEX/Use+case+1%3A+Search+for+Routes+by+ad+data
As a user, I should be able to search for ads that appear in multiple locations within the same time range. https://oodt.jpl.nasa.gov/wiki/display/MEMEX/Use+case+2%3A+Identify+Concurrent+Ads
As a user, I should be able to enter a route and expect to see similar routes. https://oodt.jpl.nasa.gov/wiki/display/MEMEX/Use+case+3%3A+Search+for+Routes+by+Traffic+Pattern
Given a specific city, present information about the routes that enter and exit through the city ( over a time range ?) https://oodt.jpl.nasa.gov/wiki/display/MEMEX/Use+case+4%3A+City+Report
Currently use case number 1 has not been implemented
We used Apache Solr to index ads data point and segments as two separate core, you can find the shcema format for each in https://oodt.jpl.nasa.gov/wiki/display/MEMEX/Dataset+and+Schema
To run this application Solr is need. Data need to be extracted from lattice_hdfs and converted to json following the schema and indexed to Solr. You can change config.txt for Solr and Flask port and more.
Flask, requests and ConfigParser can be installed through 'pip install'
Memex Route Clustering project is trying to provide tools and technologies to be able explore some Memex data as route format. Routes is defined as moving object through time into different geo-location. One of main goal of this project is to develop an algorithm to be able to cluster routes that are traveling same path which helps us to not only understand more about the data but also find some anomalies.
Using text input (phone numbers, emails, names, ad text) and other facets of the data (eg, time, location) search for relevant routes and clusters of routes that match the entered criteria ( over a time range ?) https://oodt.jpl.nasa.gov/wiki/display/MEMEX/Use+case+1%3A+Search+for+Routes+by+ad+data
As a user, I should be able to search for ads that appear in multiple locations within the same time range. https://oodt.jpl.nasa.gov/wiki/display/MEMEX/Use+case+2%3A+Identify+Concurrent+Ads
As a user, I should be able to enter a route and expect to see similar routes. https://oodt.jpl.nasa.gov/wiki/display/MEMEX/Use+case+3%3A+Search+for+Routes+by+Traffic+Pattern
Given a specific city, present information about the routes that enter and exit through the city ( over a time range ?) https://oodt.jpl.nasa.gov/wiki/display/MEMEX/Use+case+4%3A+City+Report
Currently use case number 1 has not been implemented
We used Apache Solr to index ads data point and segments as two separate core, you can find the shcema format for each in https://oodt.jpl.nasa.gov/wiki/display/MEMEX/Dataset+and+Schema
To run this application Solr is need. Data need to be extracted from lattice_hdfs and converted to json following the schema and indexed to Solr. You can change config.txt for Solr and Flask port and more.
Flask, requests and ConfigParser can be installed through 'pip install'