Protecting marginalized communities by mitigating discrimination in toxic language detection

Author(s):  
Farshid Faal ◽  
Ketra Schmitt ◽  
Jia Yuan Yu
2015 ◽  
Author(s):  
Pidong Wang ◽  
Nikhil Bojja ◽  
Shivasankari Kannan

2009 ◽  
Vol 7 ◽  
pp. 7-14
Author(s):  
Dhyanendra Bahadur Rai

The present paper is an attempt to portray the livelihood patterns of two marginalized communities such as Majhi and Kumal of Kumaltar village in the Arun valley, eastern Nepal. Data were collected from all 28 households of both communities. The findings show that agriculture and livestock now are the main occupations for their living. Prior to these, ferrying, fishing and pottering were their traditional occupations when they moved to Kumaltar in several years ago. As the production from agriculture and livestock is inadequate, other activities such as mobile trading of merchandise goods and local goods, pig and poultry farming, bamboo and ropes making, and local grains based country alcohol making have been adopted by them as alternative strategies for sustaining their livelihood. In addition, recently, the youths of these communities have migrated to different parts within the country, as well as in foreign countries for employment for better living in the village.The Geographical Journal of Nepal, Vol. 7, 2009: 7-14


Author(s):  
Reynaldo Morales Cardenas

This paper examines the functioning of and underlying assumptions about digital media in collaborative curriculum design processes in public science and environmental education, and community-designed action research learning programs. The article discusses teaching practices in US rural Northeast Wisconsin among Native Youth learning processes, from the complementation and articulation of formal and informal education to meaningful engagement and participation in science. The focus on the transformative use of digital media in science community education is intended to serve two interrelated purposes: First, it helps to address cultural-historical relations around the production of knowledge and relevant curriculums and pedagogies for rural tribal youth. Second, it intersects with the opportunities for the transferability of activity systems and action research centered around the production of mediational artifacts designed for the collective negotiation between First Nations Tribal communities and western modeled schools, institutions, workplaces, and societal roles. The transferability of this model envisions the incorporation of local actors and institutions in a deep artifact-based dialogue around epistemologies of self-determination and sustainability for Peoples who are fighting for their survival. These propositions take a new level when the transformative power of digital media shifts representations of power in historically marginalized communities, serving a larger activity of reorganizing ecologies of learning in education for culturally distinctive communities of practice.


2017 ◽  
Author(s):  
Mitchell McLaren ◽  
Luciana Ferrer ◽  
Diego Castan ◽  
Aaron Lawson
Keyword(s):  

Author(s):  
Tim Bartley

Activists have exposed startling forms of labor exploitation and environmental degradation in global industries, leading many large retailers and brands to adopt standards for fairness and sustainability. This book is about the idea that transnational corporations can push these rules through their global supply chains, and in effect, pull factories, forests, and farms out of their local contexts and up to global best practices. For many scholars and practitioners, this kind of private regulation and global standard-setting can provide an alternative to regulation by territorially bound, gridlocked, or incapacitated nation states, potentially improving environments and working conditions around the world and protecting the rights of exploited workers, impoverished farmers, and marginalized communities. But can private, voluntary rules actually create meaningful forms of regulation? Are forests and factories around the world being made into sustainable ecosystems and decent workplaces? Can global norms remake local orders? This book provides striking new answers by comparing the private regulation of land and labor in democratic and authoritarian settings. Case studies of sustainable forestry and fair labor standards in Indonesia and China show not only how transnational standards are implemented “on the ground” but also how they are constrained and reconfigured by domestic governance. Combining rich multi-method analyses, a powerful comparative approach, and a new theory of private regulation, this book reveals the contours and contradictions of transnational governance.


2019 ◽  
Vol 12 (45) ◽  
pp. 01-13
Author(s):  
Usman Naseem ◽  
Shah Khalid Khan ◽  
Farasat, Madiha ◽  
Farasat Ali

2018 ◽  
Vol 13 ◽  
pp. 39
Author(s):  
Ganesh Sharma ◽  
Badri Aryal

<p>This study attempts to characterize a typical Chepang community in Chitwan  district with reference to their economy at household level based on the study conducted in Lothar Village Development Committee. Chepang are considered to be one of the highly marginalized communities in Nepal having traditional subsistence based small economies. Their houses are small with mud floor, stone walls and straw roofs. One third of the Chepang households do not have toilets. They rear small number of mixed livestocks in a house eg. Cattle, buffaloes, poultry, goat and pig. They do not have household amenities like freeze, telephone, television, computer, motorcar and motorbike; but have mobile phones. More than ninty percent of Chepang go to jungle to collect one or the other types of edibles like githavyakur, wild fruits, and chiuri.Ninty five percent of Chepang people do not have bank account, thus rely on their friends and relatives for borrowing in household needs for money. Chi-square test reveals highly significant association between size of landholding and food sufficiency months, level of education and annual income, purpose of taking loan and sources of loan; as well as estimated  annual income and account holding in bank.</p><p><em> </em><strong><em>Economic Literature</em></strong><em>, </em>Vol. XIII August 2016, page 39-45</p>


2021 ◽  
Vol 2 (1) ◽  
Author(s):  
Noé Cécillon ◽  
Vincent Labatut ◽  
Richard Dufour ◽  
Georges Linarès

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