Define a Scheme /Data model to integrate multiple Data source for our Business case in Neo4Js
Dears
We have business use case where we are getting data from different data sources -Relation DB , NoSQL, File feed-(CSV ,JSON) and we need to aggregate all data and needs to present to a Graph Model and we need to apply some business rule to figure out the rating /Ranking for the entity.The data is related to Pharamcy . Can you please guide me how we can define a scheme in Neo4Js? Are we able to define a generic scheme so that it will take care of any new data set ?
Any help or direction would be highly appreciated .
neo4j nosql ontology
edited Nov 12 '18 at 23:31
Alex Knauth
4,5771822
asked Nov 12 '18 at 17:36
DILEEP DAS KIZHAKKEPALAKATHDILEEP DAS KIZHAKKEPALAKATH
1
add a comment |
Dears
We have business use case where we are getting data from different data sources -Relation DB , NoSQL, File feed-(CSV ,JSON) and we need to aggregate all data and needs to present to a Graph Model and we need to apply some business rule to figure out the rating /Ranking for the entity.The data is related to Pharamcy . Can you please guide me how we can define a scheme in Neo4Js? Are we able to define a generic scheme so that it will take care of any new data set ?
Any help or direction would be highly appreciated .
neo4j nosql ontology
edited Nov 12 '18 at 23:31
Alex Knauth
4,5771822
asked Nov 12 '18 at 17:36
DILEEP DAS KIZHAKKEPALAKATHDILEEP DAS KIZHAKKEPALAKATH
1
Traditionally, RDF graphs are considered more suitable than LPG graphs for heterogeneous data integration tasks...
– Stanislav Kralin
Nov 13 '18 at 7:43
Thanks Kralin. I did research based on your suggestion .I was trying to use AllegroGraph ,do you have any recommendation RDF Graph? I am completely new to RDF graphs .We need to rank pharmacy based on certain parameter as well
– DILEEP DAS KIZHAKKEPALAKATH
Nov 13 '18 at 20:12
add a comment |
Dears
We have business use case where we are getting data from different data sources -Relation DB , NoSQL, File feed-(CSV ,JSON) and we need to aggregate all data and needs to present to a Graph Model and we need to apply some business rule to figure out the rating /Ranking for the entity.The data is related to Pharamcy . Can you please guide me how we can define a scheme in Neo4Js? Are we able to define a generic scheme so that it will take care of any new data set ?
Any help or direction would be highly appreciated .
neo4j nosql ontology
edited Nov 12 '18 at 23:31
Alex Knauth
4,5771822
asked Nov 12 '18 at 17:36
DILEEP DAS KIZHAKKEPALAKATHDILEEP DAS KIZHAKKEPALAKATH
1
Dears
We have business use case where we are getting data from different data sources -Relation DB , NoSQL, File feed-(CSV ,JSON) and we need to aggregate all data and needs to present to a Graph Model and we need to apply some business rule to figure out the rating /Ranking for the entity.The data is related to Pharamcy . Can you please guide me how we can define a scheme in Neo4Js? Are we able to define a generic scheme so that it will take care of any new data set ?
Any help or direction would be highly appreciated .
neo4j nosql ontology
neo4j nosql ontology
edited Nov 12 '18 at 23:31
Alex Knauth
4,5771822
asked Nov 12 '18 at 17:36
DILEEP DAS KIZHAKKEPALAKATHDILEEP DAS KIZHAKKEPALAKATH
1
edited Nov 12 '18 at 23:31
Alex Knauth
4,5771822
asked Nov 12 '18 at 17:36
DILEEP DAS KIZHAKKEPALAKATHDILEEP DAS KIZHAKKEPALAKATH
1
edited Nov 12 '18 at 23:31
Alex Knauth
4,5771822
edited Nov 12 '18 at 23:31
Alex Knauth
4,5771822
edited Nov 12 '18 at 23:31
Alex Knauth
4,5771822
4,5771822
asked Nov 12 '18 at 17:36
DILEEP DAS KIZHAKKEPALAKATHDILEEP DAS KIZHAKKEPALAKATH
1
asked Nov 12 '18 at 17:36
DILEEP DAS KIZHAKKEPALAKATHDILEEP DAS KIZHAKKEPALAKATH
1
asked Nov 12 '18 at 17:36
DILEEP DAS KIZHAKKEPALAKATHDILEEP DAS KIZHAKKEPALAKATH
1
1
Traditionally, RDF graphs are considered more suitable than LPG graphs for heterogeneous data integration tasks...
– Stanislav Kralin
Nov 13 '18 at 7:43
Thanks Kralin. I did research based on your suggestion .I was trying to use AllegroGraph ,do you have any recommendation RDF Graph? I am completely new to RDF graphs .We need to rank pharmacy based on certain parameter as well
– DILEEP DAS KIZHAKKEPALAKATH
Nov 13 '18 at 20:12
add a comment |
Traditionally, RDF graphs are considered more suitable than LPG graphs for heterogeneous data integration tasks...
– Stanislav Kralin
Nov 13 '18 at 7:43
Thanks Kralin. I did research based on your suggestion .I was trying to use AllegroGraph ,do you have any recommendation RDF Graph? I am completely new to RDF graphs .We need to rank pharmacy based on certain parameter as well
– DILEEP DAS KIZHAKKEPALAKATH
Nov 13 '18 at 20:12
Traditionally, RDF graphs are considered more suitable than LPG graphs for heterogeneous data integration tasks...
– Stanislav Kralin
Nov 13 '18 at 7:43
Traditionally, RDF graphs are considered more suitable than LPG graphs for heterogeneous data integration tasks...
– Stanislav Kralin
Nov 13 '18 at 7:43
Thanks Kralin. I did research based on your suggestion .I was trying to use AllegroGraph ,do you have any recommendation RDF Graph? I am completely new to RDF graphs .We need to rank pharmacy based on certain parameter as well
– DILEEP DAS KIZHAKKEPALAKATH
Nov 13 '18 at 20:12
Thanks Kralin. I did research based on your suggestion .I was trying to use AllegroGraph ,do you have any recommendation RDF Graph? I am completely new to RDF graphs .We need to rank pharmacy based on certain parameter as well
– DILEEP DAS KIZHAKKEPALAKATH
Nov 13 '18 at 20:12
add a comment |
1 Answer
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votes
Its all depends on the Use case .
If the data from different data sources are logically related then the better approach will be :
- Use RDF Graph storage - Blazegraph / Neptune / StartDog
- Generic Schema can be defined using RDFS
- The different Data sources can be logically linked using Ontology Concepts (OWL)
- In this case we can easily incorporate new data sets as it is related
- Can use inferences for analytics use cases
if the data sets has no logical relation then :
- Still RDF graphs will be better approach as it is flexible and will have wide options
answered Nov 16 '18 at 12:49
Don MathewDon Mathew
7637
Thank you Don, can you give reference for ontology based data integration?
– DILEEP DAS KIZHAKKEPALAKATH
Nov 20 '18 at 1:45
Are you expecting some project reference or Ontology document reference
– Don Mathew
Nov 20 '18 at 2:08
Don, I was trying to see how we can do Ontology mapping against data sources and integrate to target graph (the process or steps involved) project reference would be great.
– DILEEP DAS KIZHAKKEPALAKATH
Nov 21 '18 at 3:11
Below are the two links will help you for the integration: linkeddatatools.com/introducing-rdfs-owl obitko.com/tutorials/ontologies-semantic-web/…
– Don Mathew
Nov 29 '18 at 12:22
add a comment |
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1 Answer
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votes
Its all depends on the Use case .
If the data from different data sources are logically related then the better approach will be :
- Use RDF Graph storage - Blazegraph / Neptune / StartDog
- Generic Schema can be defined using RDFS
- The different Data sources can be logically linked using Ontology Concepts (OWL)
- In this case we can easily incorporate new data sets as it is related
- Can use inferences for analytics use cases
if the data sets has no logical relation then :
- Still RDF graphs will be better approach as it is flexible and will have wide options
answered Nov 16 '18 at 12:49
Don MathewDon Mathew
7637
Thank you Don, can you give reference for ontology based data integration?
– DILEEP DAS KIZHAKKEPALAKATH
Nov 20 '18 at 1:45
Are you expecting some project reference or Ontology document reference
– Don Mathew
Nov 20 '18 at 2:08
Don, I was trying to see how we can do Ontology mapping against data sources and integrate to target graph (the process or steps involved) project reference would be great.
– DILEEP DAS KIZHAKKEPALAKATH
Nov 21 '18 at 3:11
Below are the two links will help you for the integration: linkeddatatools.com/introducing-rdfs-owl obitko.com/tutorials/ontologies-semantic-web/…
– Don Mathew
Nov 29 '18 at 12:22
add a comment |
Its all depends on the Use case .
If the data from different data sources are logically related then the better approach will be :
- Use RDF Graph storage - Blazegraph / Neptune / StartDog
- Generic Schema can be defined using RDFS
- The different Data sources can be logically linked using Ontology Concepts (OWL)
- In this case we can easily incorporate new data sets as it is related
- Can use inferences for analytics use cases
if the data sets has no logical relation then :
- Still RDF graphs will be better approach as it is flexible and will have wide options
answered Nov 16 '18 at 12:49
Don MathewDon Mathew
7637
Thank you Don, can you give reference for ontology based data integration?
– DILEEP DAS KIZHAKKEPALAKATH
Nov 20 '18 at 1:45
Are you expecting some project reference or Ontology document reference
– Don Mathew
Nov 20 '18 at 2:08
Don, I was trying to see how we can do Ontology mapping against data sources and integrate to target graph (the process or steps involved) project reference would be great.
– DILEEP DAS KIZHAKKEPALAKATH
Nov 21 '18 at 3:11
Below are the two links will help you for the integration: linkeddatatools.com/introducing-rdfs-owl obitko.com/tutorials/ontologies-semantic-web/…
– Don Mathew
Nov 29 '18 at 12:22
add a comment |
Its all depends on the Use case .
If the data from different data sources are logically related then the better approach will be :
- Use RDF Graph storage - Blazegraph / Neptune / StartDog
- Generic Schema can be defined using RDFS
- The different Data sources can be logically linked using Ontology Concepts (OWL)
- In this case we can easily incorporate new data sets as it is related
- Can use inferences for analytics use cases
if the data sets has no logical relation then :
- Still RDF graphs will be better approach as it is flexible and will have wide options
answered Nov 16 '18 at 12:49
Don MathewDon Mathew
7637
Its all depends on the Use case .
If the data from different data sources are logically related then the better approach will be :
- Use RDF Graph storage - Blazegraph / Neptune / StartDog
- Generic Schema can be defined using RDFS
- The different Data sources can be logically linked using Ontology Concepts (OWL)
- In this case we can easily incorporate new data sets as it is related
- Can use inferences for analytics use cases
if the data sets has no logical relation then :
- Still RDF graphs will be better approach as it is flexible and will have wide options
answered Nov 16 '18 at 12:49
Don MathewDon Mathew
7637
answered Nov 16 '18 at 12:49
Don MathewDon Mathew
7637
answered Nov 16 '18 at 12:49
Don MathewDon Mathew
7637
answered Nov 16 '18 at 12:49
Don MathewDon Mathew
7637
7637
Thank you Don, can you give reference for ontology based data integration?
– DILEEP DAS KIZHAKKEPALAKATH
Nov 20 '18 at 1:45
Are you expecting some project reference or Ontology document reference
– Don Mathew
Nov 20 '18 at 2:08
Don, I was trying to see how we can do Ontology mapping against data sources and integrate to target graph (the process or steps involved) project reference would be great.
– DILEEP DAS KIZHAKKEPALAKATH
Nov 21 '18 at 3:11
Below are the two links will help you for the integration: linkeddatatools.com/introducing-rdfs-owl obitko.com/tutorials/ontologies-semantic-web/…
– Don Mathew
Nov 29 '18 at 12:22
add a comment |
Thank you Don, can you give reference for ontology based data integration?
– DILEEP DAS KIZHAKKEPALAKATH
Nov 20 '18 at 1:45
Are you expecting some project reference or Ontology document reference
– Don Mathew
Nov 20 '18 at 2:08
Don, I was trying to see how we can do Ontology mapping against data sources and integrate to target graph (the process or steps involved) project reference would be great.
– DILEEP DAS KIZHAKKEPALAKATH
Nov 21 '18 at 3:11
Below are the two links will help you for the integration: linkeddatatools.com/introducing-rdfs-owl obitko.com/tutorials/ontologies-semantic-web/…
– Don Mathew
Nov 29 '18 at 12:22
Thank you Don, can you give reference for ontology based data integration?
– DILEEP DAS KIZHAKKEPALAKATH
Nov 20 '18 at 1:45
Thank you Don, can you give reference for ontology based data integration?
– DILEEP DAS KIZHAKKEPALAKATH
Nov 20 '18 at 1:45
Are you expecting some project reference or Ontology document reference
– Don Mathew
Nov 20 '18 at 2:08
Are you expecting some project reference or Ontology document reference
– Don Mathew
Nov 20 '18 at 2:08
Don, I was trying to see how we can do Ontology mapping against data sources and integrate to target graph (the process or steps involved) project reference would be great.
– DILEEP DAS KIZHAKKEPALAKATH
Nov 21 '18 at 3:11
Don, I was trying to see how we can do Ontology mapping against data sources and integrate to target graph (the process or steps involved) project reference would be great.
– DILEEP DAS KIZHAKKEPALAKATH
Nov 21 '18 at 3:11
Below are the two links will help you for the integration: linkeddatatools.com/introducing-rdfs-owl obitko.com/tutorials/ontologies-semantic-web/…
– Don Mathew
Nov 29 '18 at 12:22
Below are the two links will help you for the integration: linkeddatatools.com/introducing-rdfs-owl obitko.com/tutorials/ontologies-semantic-web/…
– Don Mathew
Nov 29 '18 at 12:22
add a comment |
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Traditionally, RDF graphs are considered more suitable than LPG graphs for heterogeneous data integration tasks...
– Stanislav Kralin
Nov 13 '18 at 7:43
Thanks Kralin. I did research based on your suggestion .I was trying to use AllegroGraph ,do you have any recommendation RDF Graph? I am completely new to RDF graphs .We need to rank pharmacy based on certain parameter as well
– DILEEP DAS KIZHAKKEPALAKATH
Nov 13 '18 at 20:12