Northwestern University

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Filtering by: Keyword topic modeling Keyword text analytics Resource type Masters Thesis

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Financial Services Landscape Discovery with Machine Learning: Augmenting a Financial Markets Ontology Using Structural Topic Modeling

Description:

With a glut of competing priorities, the financial industry faces major challenges in extracting timely, relevant, and specifically-focused information from text. Without clear-cut business cases, making the investment in text analysis methods does not justify the return on investment. Furthermore, the business landscape continues to become increasingly complex, and at...

Keyword:

knowledge graphs, LDA, ontologies, topic modeling, text analytics, and machine learning

Subject:

Data Science

Creator:

Troy Danka

Owner:

Scholarly Digital Publishing

Date Uploaded:

11/21/2019

Date Modified:

12/17/2019

Date Created:

2019

Resource Type:

Masters Thesis