Multi-label classification is an important machine learning task wherein one assigns a subset of candidate labels to an object. In this paper, we propose a new multi-label classification method based on Conditional Bernoulli Mixtures. Our proposed method has several attractive properties: it captures label dependencies;...
In the years of 1840 to 1996 the government was taking the natives children’s from their own people and sending them to schools, a school that they treat the kids bad and miserable there was a little girl called Lyna Hart she was only 4years...
The documentary, “13th” by Ava Duvernay presented an incredible documentary in which she went in-depth displaying the prison house scheme in the United States and how it played a big part in racial inequality. Duvernay uses various sociological theoretical perspectives, particularly structural functionalism. The communities...
Recently, I have watched a documentary about whether polygamy can be a solution for single parenthood, and singles in general, or not. So, it caught my attention and made me curious to know more. For me, one thing was certain: in all societies, polygamy is...
We Were Children opens with a scene set on a rural Manitoba, around 1958, with a mother calling her little girl in from the steed corral. The four-year-old, Lyna, is grinning, but there are tears in her mother's eyes as she anticipates the arrival of...
The development narrative in the documentary, Second Nature (1996), can be seen as story with a beginning, middle and end as defined by Roe (1994). Narratives frame the dynamics of a system and then discuss how they evolve to produce a set of outcomes (Leach,...
Speaking of dolphins, most people’s first thought will be of the performing dolphins in various aquariums. They jump out of the water with a smile to make various performances. However, behind this beauty hides a lot of blood and cruelty. The documentary film The Cove...
The Earth is forever changing and so are the people of the world with it. The topic of global warming has evolved from a scientific issue to a political issue. Global warming is defined as a gradual increase in the overall temperature of the earth's...
The porn industry is full of different emotions. A 2015 documentary, Hot Girls Wanted directed by Jill Bauer and Ronna Gradus tells us about the women who have been in the industry for ten years, the emotions that porn stars go through, and the inside...
Racial inequalities have plagued social culture and has shaped United State history since its creation. The Merriam Webster dictionary defines race as a “category of humankind that shares certain distinctive physical traits”. In other words, race is not innate, it is a non-biological concept based...
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A documentary film or documentary is a non-fictional motion picture that shapes and interprets factual material for purposes of education or entertainment. Documentaries have been made in one form or another in nearly every country and have contributed significantly to the development of realism in films.
The Act of Killing, The Central Park Five, Kurt Cobain: Montage of Heck, I Am Not Your Negro, Sound and Fury, Dear Zachary: A Letter to a Son About His Father, Paris is Burning, March of the Penguins, Pina etc.
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