Improving Case Management via Statistical Text Mining in a Foster Care Organization

Machine learning in mental health: a scoping review of methods and applications

“…Three themes were identified in the research and clinical administration category: (i) improving resource allocation methods [e.g. via patient risk status (Castillo et al ., 2014; Wang et al ., 2017)]; (ii) improving research methodologies [e.g. data sharing (Dluhoš et al ., 2017; Zhu et al ., 2017), participant selection (Geraci et al ., 2017), and analysis (Guan et al ., 2015; Squarcina et al ., 2015 a ; Khondoker et al ., 2016; Dipnall et al ., 2016 a )]; and, (iii) extracting mental health symptoms from existing sources (e.g.…”

Contemporary Review on Technologies and Methods for Converting Unstructured Data to Structured Data

“…The ingestion forms commonly hand the data off to the segments that oversee stockpiling, so it can be dependably persevered to plate. While this appears like it would be a basic operation, the volume of approaching data [15], the prerequisites for accessibility, and the appropriated figuring layer make more perplexing stockpiling frameworks vital. This ordinarily implies utilizing a conveyed document framework for crude data stockpiling.…”

“…The thought or idea to manufacture the creating forms so as to deal with the expanding 'volumes' and 'speed' of learning almost looks attainable. Be that as it may, from a strategy perfection reason we are particularly inquisitive [15] about the 'assortment', as this identifies with two data class; organized data learning and unstructured data. The web data extraction administrations are utilized to remove both of this data writes to be connected for business and innovation purposes.…”

“…Organized data is moderately uncomplicated and simple to use, Utilizing organized data is simple with its methodological improvements and as they live in databases inside the classification of lines and sections. It's grouped into relations or classes construct for the most part upon shared attributes [15]. The data is generally apportioned properties (data depictions) related with the classifications inside each bunch to help with requesting and legitimately gathering [7].…”

“…This progression is fundamental to allow for etymology looking against catchphrases or settings. Unstructured learning is being utilized as a part of an exceedingly gigantic approach for web-based social networking organizations expecting to see their business sectors and clients in extra profundity [15]. This presents indistinguishable chances to a few of our organizations to help see not exclusively its clients higher, however operations inside.…”