Low-resourced Languages and Online Knowledge Repositories: A Need-Finding Study
Nigatu, Hellina Hailu, Canny, John, Chasins, Sarah E.
–arXiv.org Artificial Intelligence
Online Knowledge Repositories (OKRs) like Wikipedia offer communities a way to share and preserve information about themselves and their ways of living. However, for communities with low-resourced languages -- including most African communities -- the quality and volume of content available are often inadequate. One reason for this lack of adequate content could be that many OKRs embody Western ways of knowledge preservation and sharing, requiring many low-resourced language communities to adapt to new interactions. To understand the challenges faced by low-resourced language contributors on the popular OKR Wikipedia, we conducted (1) a thematic analysis of Wikipedia forum discussions and (2) a contextual inquiry study with 14 novice contributors. We focused on three Ethiopian languages: Afan Oromo, Amharic, and Tigrinya. Our analysis revealed several recurring themes; for example, contributors struggle to find resources to corroborate their articles in low-resourced languages, and language technology support, like translation systems and spellcheck, result in several errors that waste contributors' time. We hope our study will support designers in making online knowledge repositories accessible to low-resourced language speakers.
arXiv.org Artificial Intelligence
May-26-2024
- Country:
- Africa
- Ethiopia > Addis Ababa
- Addis Ababa (0.04)
- Kenya
- Nairobi City County > Nairobi (0.04)
- Nairobi Province (0.04)
- Mozambique > Maputo City
- Maputo (0.04)
- Namibia (0.04)
- Sub-Saharan Africa (0.04)
- Zimbabwe > Harare
- Harare (0.04)
- Ethiopia > Addis Ababa
- Asia
- Bangladesh (0.04)
- China (0.04)
- Japan > Honshū
- Chūbu > Toyama Prefecture
- Toyama (0.04)
- Kantō > Kanagawa Prefecture
- Yokohama (0.04)
- Chūbu > Toyama Prefecture
- Singapore > Central Region
- Singapore (0.04)
- South Korea > Seoul
- Seoul (0.04)
- Europe
- Germany > Berlin (0.04)
- Spain > Catalonia
- Barcelona Province > Barcelona (0.04)
- United Kingdom
- England > Cambridgeshire
- Cambridge (0.04)
- Scotland > City of Glasgow
- Glasgow (0.04)
- England > Cambridgeshire
- North America
- Canada
- British Columbia > Metro Vancouver Regional District
- Vancouver (0.04)
- Quebec > Montreal (0.04)
- British Columbia > Metro Vancouver Regional District
- Dominican Republic (0.04)
- United States
- Georgia > Fulton County
- Atlanta (0.04)
- Hawaii > Honolulu County
- Honolulu (0.04)
- Illinois > Cook County
- Chicago (0.04)
- Louisiana > Orleans Parish
- New Orleans (0.04)
- New Hampshire > Rockingham County
- Portsmouth (0.04)
- New York > New York County
- New York City (0.05)
- Virginia (0.04)
- Georgia > Fulton County
- Canada
- South America
- Africa
- Genre:
- Questionnaire & Opinion Survey (0.92)
- Research Report > New Finding (0.68)
- Industry:
- Education > Educational Setting (0.46)
- Government (0.67)
- Health & Medicine (1.00)
- Information Technology (0.92)
- Technology: