In the simple case, if any single question will have one single answer; you'll have a bipartite graph i think.

- You will have two classes of nodes : questions and answers and relationships

It is so simple to do it using cypher, I suppose the questions and answers have IDs which will make easy searching nodes by their IDs.

The following is a simple example of using cypher to insert questions and answers :

CREATE (Q:Question { Q_ID: '00001', Q_text: 'bla bla bla.' })

CREATE (Q:Question { Q_ID: '00002', Q_text: 'bla bla bla.' })

CREATE (A:Answer { A_ID: '00001', A_text: 'bla bla bla.' })

CREATE (A:Answer { A_ID: '00002', A_text: 'bla bla bla.' })

***** to insert a relationship you will use this :

MATCH (q1:Question),(a1:Answer)

WHERE q1.Q_ID= '00001' AND a1.A_ID = '00001'

CREATE (a1)-[r:answers_to]->(q1)

RETURN type(r)

I hope that the syntax is clear to you.

Good luck.

Dear Prashanth Kolaneru,

Look the link, maybe helpful.

https://medium.com/octavian-ai/clevr-graph-a-dataset-for-graph-based-reasoning-5e4e64f28ffb

https://pdfs.semanticscholar.org/f511/7084ca43e888fb3e17ab0f0e684cced0f8fd.pdf

Regards, Shafagat

In addition, to a simple graph model, You can perform some Natural Language Processing (NLP) tasks for some semantic analysis. Have a look at the following link

https://medium.com/neo4j/using-nlp-in-neo4j-ac40bc92196f