Common Laws Driving the Success in Show Business
المؤلفون المشاركون
Zheng, Jiangbin
Wu, Chong
Feng, Zhenan
Zhang, Houwang
المصدر
Computational Intelligence and Neuroscience
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-10، 10ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-07-10
دولة النشر
مصر
عدد الصفحات
10
التخصصات الرئيسية
الملخص EN
In this paper, we want to find out whether gender bias will affect the success and whether there are some common laws driving the success in show business.
We design an experiment, set the gender and productivity of an actor or actress in a certain period as the independent variables, and introduce deep learning techniques to do the prediction of success, extract the latent features, and understand the data we use.
Three models have been trained: the first one is trained by the data of an actor, the second one is trained by the data of an actress, and the third one is trained by the mixed data.
Three benchmark models are constructed with the same conditions.
The experiment results show that our models are more general and accurate than benchmarks.
An interesting finding is that the models trained by the data of an actor/actress only achieve similar performance on the data of another gender without performance loss.
It shows that the gender bias is weakly related to success.
Through the visualization of the feature maps in the embedding space, we see that prediction models have learned some common laws although they are trained by different data.
Using the above findings, a more general and accurate model to predict the success in show business can be built.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Wu, Chong& Feng, Zhenan& Zheng, Jiangbin& Zhang, Houwang. 2020. Common Laws Driving the Success in Show Business. Computational Intelligence and Neuroscience،Vol. 2020, no. 2020, pp.1-10.
https://search.emarefa.net/detail/BIM-1138887
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Wu, Chong…[et al.]. Common Laws Driving the Success in Show Business. Computational Intelligence and Neuroscience No. 2020 (2020), pp.1-10.
https://search.emarefa.net/detail/BIM-1138887
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Wu, Chong& Feng, Zhenan& Zheng, Jiangbin& Zhang, Houwang. Common Laws Driving the Success in Show Business. Computational Intelligence and Neuroscience. 2020. Vol. 2020, no. 2020, pp.1-10.
https://search.emarefa.net/detail/BIM-1138887
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1138887
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر