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# SANA-Project | ||
# SANA-Project | ||
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The SANA project's goal is to create a Islamic-specific database for research purposes. My contribution to this goal is to create a model that would predict category based on Abstract and Title. | ||
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In order to accomplish this, I have currently divided the work with taking removig no punctuation and removing punctuation to see the overall noise difference it creates. | ||
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Next Steps: | ||
1) Create a dictionary or import a list of arabic names for grouping. Ex: Mohammed and Mohamad --> Mohammad | ||
2) Include removing some punctuation vs others | ||
3) Write machine learning classifiers as a pipeline |