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Can Storytelling Help Reduce the Suffering of Homelessness?

Date
2024 年 12 月 24 日
Reading Time
2.3mins
Category

Listen & Read

Homelessness is a pressing issue that affects individuals and communities worldwide. While various approaches and technological solutions have been implemented to address homelessness, the importance of understanding stakeholders' perspectives, including frontline workers and unhoused individuals, cannot be overstated. Recent research has explored the use of AI-powered decision support systems (ADS) in homeless services to prioritize housing resources, shedding light on the valuable insights that stakeholders can offer in system design and implementation.

Stakeholder Perspectives on AI in Homeless Services

A study conducted by Tzu-Sheng Kuo and a team of researchers delved into the perspectives of frontline workers, service providers, and unhoused individuals regarding the use of ADS in homeless services. By utilizing a modified comicboarding method, feedback was gathered on various aspects of the AI system, including its objective, model design, data selection, and deployment. Surprisingly, the study revealed that stakeholders, even without AI expertise, provided valuable and specific feedback that informed the system's design and implementation.

Importance of Stakeholder Engagement

The research findings underscored the significance of engaging stakeholders throughout the AI development lifecycle. Notably, frontline workers and unhoused individuals offered unique perspectives that contributed to a more holistic understanding of the system's impact on homelessness. By actively involving these key stakeholders, AI developers can tailor solutions that better reflect the needs and concerns of those directly affected by homelessness.

Storytelling and Empathy in Addressing Homelessness

Storytelling has long been recognized as a powerful tool for fostering empathy and understanding. By sharing personal narratives and lived experiences, individuals experiencing homelessness can humanize their struggles, challenging stereotypes and misconceptions. Through storytelling, the voices of the marginalized are elevated, prompting broader public awareness and support for initiatives aimed at reducing homelessness.

Leveraging Technology for Social Impact

In a parallel study, researchers explored the potential of Augmented Reality (AR) in shifting biased narratives and promoting spatial justice. By offering multi-dimensional perspectives, AR can challenge single stories and create a more inclusive representation of marginalized communities. The study's focus on a youth gun violence prevention project demonstrated how AR can facilitate narrative change and advocate for social equity.

Harnessing Data Insights for Social Good

Additionally, research has investigated the use of social media signals, specifically geotagged tweets related to homelessness, as a proxy for estimating homelessness levels. While this approach offers real-time data insights and potential cost savings, it also highlights practical limitations in solely relying on social media data for measuring homelessness. The correlation between tweet counts and per capita homelessness underscores the complex interplay between online discourse and real-world social issues.

In conclusion, the intersection of technology, stakeholder engagement, and storytelling presents promising avenues for addressing the challenges of homelessness. By incorporating diverse perspectives, leveraging innovative solutions, and promoting empathy through narratives, we can collectively work towards reducing the suffering associated with homelessness and fostering a more compassionate society.

無家者是一個影響全球個人和社區的迫切問題。雖然已經實施了各種方法和技術解決方案來解決無家者問題,但無法過度強調理解利益相關者的觀點的重要性,包括一線工作人員和居無定所的個人在內。最近的研究探索了在無家者服務中使用人工智能決策支持系統(ADS)來優先考慮住房資源,這一點揭示了利益相關者在系統設計和實施中可以提供寶貴見解的重要性。

利益相關者對無家者服務中人工智能的看法

郭子聖及其團隊進行的研究深入探討了一線工作者、服務提供者和無家者對在無家者服務中使用ADS的看法。通過利用修改後的漫畫板方法,收集了有關AI系統的各個方面的反饋,包括其目標、模型設計、數據選擇和部署。令人驚訝的是,該研究顯示,即使沒有人工智能專業知識,利益相關者也提供了有價值的具體反饋,這些反饋影響了系統的設計和實施。

利益相關者參與的重要性

研究結果強調了在整個AI開發生命周期中吸引利益相關者的重要性。值得注意的是,一線工作者和無家者提供了有助於更全面地了解系統對無家者影響的獨特觀點。通過積極吸引這些關鍵利益相關者,AI開發人員可以量身定做解決方案,更好地反映直接受無家者問題影響者的需求和關注。

講故事和同情心面對無家者問題

長期以來,講故事一直被認為是促進同情心和理解的有力工具。通過分享個人敘事和生活經歷,經歷無家者生活的人可以使他們的鬥爭變得更加人性化,挑戰刻板印象和誤解。通過講故事,邊緣人的聲音得到了提升,引起了更廣泛的公眾意識和支持,以促進減少無家者的倡議。

利用科技產生社會影響

在一項平行研究中,研究人員探討了擴增實境(AR)在改變偏見敘事和促進空間正義的潛力。通過提供多維度的觀點,AR可以挑戰單一故事,創建對邊緣社區更具包容性的代表性。該研究聚焦於青少年槍支暴力預防項目,展示了AR如何促進敘事變革並倡導社會公平。

以數據洞察促進社會福祉

此外,研究調查了社交媒體信號的使用,特別是與無家者相關的地理標記推文,作為估算無家者水平的代理。雖然這一方法提供了實時數據洞察和潛在的成本節省,但也突出了僅依賴社交媒體數據來衡量無家者問題的實際局限性。推文數量與人均無家者之間的相關性突顯了在線話語與現實社會問題之間的復雜相互作用。

總之,科技、利益相關者參與和講故事的交集為解決無家者問題提供了有希望的途徑。通過整合多元觀點,利用創新解決方案,並通過敘事促進同情心,我們可以共同努力減少與無家者相關的痛苦,並促進更有同情心的社會。

Vocabulary

homelessness

中文

無家者問題

perspectives

中文

觀點

stakeholders

中文

利益相關者

narratives

中文

敘事

empowerment

中文

授權

Comprehension

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The study utilized a modified comicboarding method to gather feedback on various aspects of the AI system.
Storytelling is considered a powerful tool for fostering empathy and understanding by sharing personal narratives and humanizing the struggles of individuals experiencing homelessness.
AR has the potential to challenge single stories and create a more inclusive representation of marginalized communities.
The research highlighted the practical limitations in solely relying on social media data for measuring homelessness, emphasizing the complex interplay between online discourse and real-world social issues.