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X
Wellock, Georgie
34  Ergebnisse:
Personensuche X
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1

Topic prediction for tobacco control based on COP9 tweets u..:

Elmitwalli, Sherif ; Mehegan, John ; Wellock, Georgie...
PLOS ONE.  19 (2024)  2 - p. e0298298 , 2024
Link: https://doi.org/10.1371/..
 
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2

Retweets vs average sentiment score:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.t007.  , 2024
Link: https://doi.org/10.1371/..
 
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3

Sentiment scores using the fine-tuned Bi-LSTM:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.g006.  , 2024
Link: https://doi.org/10.1371/..
 
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4

The model accuracy for the Bi-LSTM classifier:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.t005.  , 2024
Link: https://doi.org/10.1371/..
 
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5

Performance of both trained Bi-LSTM based on IMDB and fine-..:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.t006.  , 2024
Link: https://doi.org/10.1371/..
 
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6

Applied correlation metric:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.t001.  , 2024
Link: https://doi.org/10.1371/..
 
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7

Fig 1 -:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.g001.  , 2024
Link: https://doi.org/10.1371/..
 
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8

The top 10 words for each topic cluster:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.t002.  , 2024
Link: https://doi.org/10.1371/..
 
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9

The Bi-LSTM architecture used in the sentiment analysis ste:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.g005.  , 2024
Link: https://doi.org/10.1371/..
 
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10

Word clouds for the identified six topics:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.g003.  , 2024
Link: https://doi.org/10.1371/..
 
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11

Retweets vs average sentiment score:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.t007.  , 2024
Link: https://doi.org/10.1371/..
 
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12

Fig 7 -:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.g007.  , 2024
Link: https://doi.org/10.1371/..
 
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13

The macro average performance of topic prediction for the a..:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.t004.  , 2024
Link: https://doi.org/10.1371/..
 
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14

The number of tweets per topic:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.t003.  , 2024
Link: https://doi.org/10.1371/..
 
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15

The macro average performance of topic prediction for the a..:

Sherif Elmitwalli ; John Mehegan ; Georgie Wellock..
doi:10.1371/journal.pone.0298298.t004.  , 2024
Link: https://doi.org/10.1371/..
 
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