Categorized text components were then condensed node by node a second time into shorter sentences [ 48].
Those could be turned into labeled datasets to train algorithms to categorize text they've never seen before.
Social.Water is a software package, written in Python, that collects, parses, and categorizes text messages sent to a dedicated phone number, updates a simple database, and posts both graphical results and the database on the Web.
Together they were able to tackle the challenges of breaking down text into small enough pieces to categorize text with algorithms that are 1) generic enough to be applicable across a wide variety of content categories, and 2) able to adapt themselves to new categories on-the-fly.
Namely, our goal is to demonstrate the ability to categorize text along certain critical dimensions of interest.
Thematic analysis, a process of categorizing text and identifying associations between categories, was used to analyze the transcripts (Boyatzis 1998).
Written as a nonlinear and unapologetically jargon-laced medley of diary entries, e-mail exchanges, and complex physics equations (his French publisher categorized the text as a novel), "Birth of a Theorem: A Mathematical Adventure" is less about math than about mathematicians — how they live, how they work, and how they talk to one another.
The web contains much latent knowledge, especially when that knowledge is expressed as unstructured and poorly categorized full-text content.
Both the first and this fourth researcher separately categorized all text statements that were attributable to one of the three types.
