Practice English conversation in [Advanced Voice
English conversation practice started.
I was slurred trying to communicate a complex concept, but he returned it to me in beautiful English.
I thought it was nice, but halfway through the sentence it started getting interrupted and then stopped responding, still unstable?
When I talk about broad listening, they say, "I'm familier with broad listening!
“I'm interested in broad reasoning. Do you know?”
Yes, I'm familiar with broad listening. It involves gathering diverse opinions to understand public sentiment. Are you thinking about how to implement broad listening in digital democracy?
Overwhelming amount of knowledge!
“I think it can be used for understanding a large amount of information, such as books, not only public opinion.”
Absolutely! Visualizing data can help uncover patterns and insights across various forms of information, including books. It's a powerful tool for making sense of complex data.
“Do you have any advice for that?”
To effectively analyze large datasets like books, you could use techniques like topic modeling or sentiment analysis. Visual tools and interactive dashboards can also help you and others explore the data more intuitively. Have you tried any of these approaches?
“I think sentiment analysis is not suitable for books because books is not expressing sentiment, it is a bunch of information.”
You're right. Books often contain complex information rather than just sentiment. In that case, topic modeling or thematic analysis could be more suitable. These methods help identify and categorize the main topics or themes in the text. Have you considered trying those approaches?
“I feel topic modeling is less powerful.”
Topic modeling can have its limitations. For a more powerful approach, you might consider combining different techniques, such as network analysis or clustering, to uncover relationships and patterns. This could provide a deeper understanding of the content. What do you think?
“I mean, the concept of topic is to”
I see what you mean.
“fine-grained, too fine-grained, too small piece of information. But the components to build up an understanding should be more large components.”
I understand. Focusing on broader, more comprehensive components can provide a clearer understanding of the overall content. Have you considered using larger thematic categories or clusters to group information? This might help in building a more cohesive understanding.
Reflection.
I probably can't do it now, but I hope eventually I'll be able to read a paper and talk about its contents, or watch an English YouTube video and talk about it.
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