Text Analysis

I have some written material that I need to organize. The material is in separate documents. I would like some (easy, non-complicated) automated method that could parse the documents into some sensible format. Initially, I need a table of contents for a writing project I'm involved in. Can a table of contents be generated from separate documents? Is there a way to cluster/classify the text? Neural Network text analysis seems like overkill. Mind Mapping also seems like a lot of work. Maybe MS Word? I can merge the documents into one document if that would help. Any ideas appreciated and points awarded for workable solutions. Thanks.
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Paul SauvéRetiredCommented:
yes, merging different documents can be merged into MS Word and, with minimal formatting (and knowledge of MS Word), you should be able to generate a table of contents.
mzimermanAuthor Commented:
I'm aware that a TOC can be generated by Word. I need to be able to group the whole set of documents in some type of automated process in clusters. I need something that can classify the topics in the individual papers. By frequency and relevance perhaps.
Serena HsiMarketing ConsultantCommented:
There are a few studies on Frequency Analysis for research papers; though I don't believe the intent was to use it as a reference index.

That said, here is a walk-through on how to generate a single index from multiple documents:
Paul SauvéRetiredCommented:
i think that you are trying to automate the human process of analyzing abstract ideas.

the best i can suggest is that you use a tool called Wordcount developed by Joe Winograd, which is discussed here: https://www.experts-exchange.com/questions/29005206/Need-to-merge-25-Word-Docs-into-one.html#a42024834

this way you will be able to see the number of occurrences of each word in your document (works only in MS Word) which may help you in your analysis.

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mzimermanAuthor Commented:
I'll try to work with these.
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