Dmitry Paranyushkin
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Articles
Votes on activity by Dmitry Paranyushkin-
How to Develop Ideas with Networks
At its core InfraNodus is a tool that helps discover patterns, hidden connections and gaps in data. You can use it both during the process of writing and ideation — as a live visual feedback tool —...
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Search and Find Relevant Parts of Text using a Network Graph
You can use text network graph to find an excerpt inside the text, which is relevant for your research. In order to do that: Open a graph. For example, the graph of Obama’s inauguration speech in...
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Node Influence Measures
Node influence measures are used to rank the nodes in a network graph based on how influential they are in the whole network. The most common node influence measures used are: Node Degree shows h...
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In Your Own Language: Lemmatization and Stopwords Removal
InfraNodus text network analysis tool, by default, will automatically identify the language in your text and 1. Lemmatize the Words 2. Remove Stopwords Currently, we support English, French, Ger...
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Text Classification and Taxonomy using Topic Categories
InfraNodus can be used to classify texts and to identify the topics that they belong to. This can be helpful for summarization, overview, text classification, or developing a taxonomy for a corpus ...
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Identifying Content Gaps in a Discourse
Content gaps are the parts of the discourse that could be connected but are not (yet). Making connections between those parts will generate insight and potentially interesting ideas. The rationale ...
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🎥 Explore a Topic using GPT-4 AI and Text Data Network Visualization
Using InfraNodus, you can explore any topic using a combination of GPT-3 AI and a powerful data visualization approach based on text network analysis. The advantage of using InfraNodus to learn abo...
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🎥 Develop Ideas using GPT-4 AI and Text Visualization
Using InfraNodus, you can develop ideas using a combination of GPT-3 AI and text network visualization. The advantage of using InfraNodus is that you don't have the AI writing for you, but, in...
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Conversational Chatbot based on Text Network Analysis and GPT-4 AI
InfraNodus has a built-in text network structure analysis system that measures how biased or diverse the discourse structure is. This approach is used for a conversational chat bot built on the bas...
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Narrative Influence Propagation Dynamics
InfraNodus has a network structure measure — alpha score — that can measure narrative influence propagation dynamics. This measure can be important for text classification, understanding the rhythm...