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For hashtag ranking, we propose the Hashtag Frequency-Inverse Hashtag Ubiquity (HF-IHU) ranking scheme, which is a variation of the well-known TF-IDF, that considers hashtag relevancy, as well as data sparseness which is one of the key challenges in analyzing microblog data.
Many prominent examples come from biomedical diagnostics where absolute quantification can have direct clinical relevancy, as is evident for monitoring viral load and residual disease.
All these suggest that the system or similar products may potentially be useful tools to improve search efficiency and relevancy as well.
"Becoming a parent has an equivalent impact on your 'music relevancy' as ageing about four years," wrote Kalia.
KRAJESKI: Or if in thirty years it will have lost all relevancy, as the resurgence of rhyme will render the argument meaningless.
Nowadays, Google class relevancy as a complex combination of what people want to see; and where, when and how they want to find it.
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This solves a huge relevancy problem as far as ads on user-generated content are concerned.
If a keyword is used repeatedly in your Web site, the site would probably get a higher relevancy rating as well.
Right now the stealthy ContextLogic is working on using machine learning and NLP to leverage information context in order to increase relevancy of advertising as well as content.
This matchup between the multi-talented MacDonald and Maia, one of MMA's top Brazilian Jiu Jitsu practitioners, is a battle for relevancy at 170 pounds, as both welterweights head into UFC 170 after losing split decisions in their previous outings.
And with that additional relevancy, especially as advertisers are able to more quickly push users closer to the point that they buy something, may come more advertisers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com