Algorithm Monitoring Report(1.22.-1.26.)
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Transcript of Algorithm Monitoring Report(1.22.-1.26.)
Basic Introduction
Operation&Optimization1)Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense or another) to each other than to those in other groups (clusters). 2)Weighting Keyword Metrics (e.g. volcanoes, earthquakes, terrorist attacks)Adjusting Category Weights(e.g. emergencies: politics, war, social)Schedule for Google Trends (after Spring Festival)
Stats
Badcases1)Delayede.g. First discovered time was 01:20, but at 02:20 we finally calculate the news as headline. Delayed about 50 minutes, and then the number of death had risen to 18 people.
2)Gape.g. We have the source, however the headlines don’t include the one belowed
Top 10 in Google Trends, but we don’t have this kind of international source like independent.ie
3)Non-Headlines in google spreadsheet
Conclusion(Advices on How to Produce Engaging Headlines)1)Top 10 Headlines Everyday in advancee.g.BSF camel contingent marches on Google doodle on R-Day
Ashok Chakra for Uttarakhand soldier who killed 10 terrorists in 11 days
Army dog squad makes a comeback after 26 years@R-Day parade
Unclaimed bag sparks bomb scare at Pathankot railway station
15 killed in twin bombings in Syria
Investors have lost Rs 7.9 lakh crore in wealth since January 1
Over 1500 women plan to storm Shani Shingnapur temple today
US Treasury official calls Russia's Vladimir Putin corrupt
Australia Day: 15 photos that will have you dreaming of a trip Down Under
Ind vs Aus 1st T20 Live Scores
2)Only calculate >0.7 Newsy_Score as headlines, and dimension of algorithm is too simple
3)Continuously updated headlines required4)Found Duplicates5)Too many Ads6)Non-Headlines reportedNot directly related with India
Ads
Regional News
Delayed
7)Keep monitoring longer
ProgressReported, but not resolved yet.Definitely I’ll follow up