Research paper on gender discrimination

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Gender is the range of characteristics pertaining to, and differentiating between, femininity and masculinity. Depending on the context, these characteristics may include biological sex , sex-based social structures i. Some societies have specific genders besides "man" and "woman", such as the hijras of South Asia ; these are often referred to as third genders and fourth genders , etc. Sexologist John Money introduced the terminological distinction between biological sex and gender as a role in Before his work, it was uncommon to use the word gender to refer to anything but grammatical categories. Today, the distinction is followed in some contexts, especially the social sciences [5] [6] and documents written by the World Health Organization WHO.
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Discrimination Research Paper Topic for Students

Machine learning algorithms are picking up deeply ingrained race and gender prejudices concealed within the patterns of language use, scientists say. An artificial intelligence tool that has revolutionised the ability of computers to interpret everyday language has been shown to exhibit striking gender and racial biases. The findings raise the spectre of existing social inequalities and prejudices being reinforced in new and unpredictable ways as an increasing number of decisions affecting our everyday lives are ceded to automatons. In the past few years, the ability of programs such as Google Translate to interpret language has improved dramatically. These gains have been thanks to new machine learning techniques and the availability of vast amounts of online text data, on which the algorithms can be trained. However, as machines are getting closer to acquiring human-like language abilities, they are also absorbing the deeply ingrained biases concealed within the patterns of language use, the latest research reveals. But Bryson warned that AI has the potential to reinforce existing biases because, unlike humans, algorithms may be unequipped to consciously counteract learned biases.
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Discrimination Research Papers

Gender discrimination today happens to be a great hindrance to optimal performance at the work place. This could be looked at from various perspectives more so on innovativeness and the quality of work. For developed countries for example where the economy is driven by service based industries the impact is high. While talking about the gender discrimination, both sexes are considered although on discrimination the female are mainly on the receiving end. This paper looks women as the main victims of gender discrimination.
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Discrimination is the act of making unjustified distinctions between human beings based on the groups, classes, or other categories to which they are perceived to belong. Discriminatory traditions, policies, ideas, practices and laws exist in many countries and institutions in all parts of the world, including territories where discrimination is generally looked down upon. In some places, attempts such as quotas have been used to benefit those who are believed to be current or past victims of discrimination. These attempts have often been met with controversy, and have sometimes been called reverse discrimination.

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