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Data for Good, What Is It Good For?: Challenges, Opportunities, and Data Innovation in Service of Refugees 数据有益，它有益于什么？：难民服务面临的挑战、机遇与数据创新
Harvard data science review Pub Date : 2022-01-27 DOI: 10.1162/99608f92.a6dbaef3
N. Smith, M. Idris, Friederike Schüür, Rita Ko
{"title":"Data for Good, What Is It Good For?: Challenges, Opportunities, and Data Innovation in Service of Refugees","authors":"N. Smith, M. Idris, Friederike Schüür, Rita Ko","doi":"10.1162/99608f92.a6dbaef3","DOIUrl":"https://doi.org/10.1162/99608f92.a6dbaef3","url":null,"abstract":"With 82.4 million forcibly displaced people, we need new approaches to the global refugee crisis. The Hive, the innovation lab at USA for UNHCR, uses data, machine learning (ML), and other emerging technologies to improve lives for refugees in coordination and collaboration with UNHCR (United Nations High Commissioner for Refugees), known as the UN Refugee Agency. We outline five challenges in successfully leveraging data and emerging technologies in the humanitarian space that tend to be overlooked and share the Hive’s approach and evolution to tackling these challenges. From assembling the right team and finding the right partners to inclusive and impactful data innovation, the Hive has worked to apply industry techniques to the nonprofit sector since 2015. We hope that our insights can help guide data innovation efforts at other organizations in the humanitarian space.","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49113954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The How Matters: Simulation-Based Assessment of the Potential Contributions of Lateral Flow Device Tests for Keeping Schools Open and COVID-Safe in England 如何重要:基于模拟的评估横向流动装置测试对保持英国学校开放和covid - 19安全的潜在贡献
Harvard data science review Pub Date : 2022-01-27 DOI: 10.1162/99608f92.5a0c7aaf
K. Kunzmann, Camilla Lingjærde, Sheila Bird, Sylvia Richardson
{"title":"The How Matters: Simulation-Based Assessment of the Potential Contributions of Lateral Flow Device Tests for Keeping Schools Open and COVID-Safe in England","authors":"K. Kunzmann, Camilla Lingjærde, Sheila Bird, Sylvia Richardson","doi":"10.1162/99608f92.5a0c7aaf","DOIUrl":"https://doi.org/10.1162/99608f92.5a0c7aaf","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45303499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
The Role of FOMO in Digital Transformation FOMO在数字化转型中的作用
Harvard data science review Pub Date : 2022-01-27 DOI: 10.1162/99608f92.2f71a69e
Benedict Dooley
{"title":"The Role of FOMO in Digital Transformation","authors":"Benedict Dooley","doi":"10.1162/99608f92.2f71a69e","DOIUrl":"https://doi.org/10.1162/99608f92.2f71a69e","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46592674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rethinking Engagement: Challenging the Financial Model of Social Media Platforms 重新思考参与:挑战社交媒体平台的财务模式
Harvard data science review Pub Date : 2022-01-27 DOI: 10.1162/99608f92.f09b190b
Thomas Casey
{"title":"Rethinking Engagement: Challenging the Financial Model of Social Media Platforms","authors":"Thomas Casey","doi":"10.1162/99608f92.f09b190b","DOIUrl":"https://doi.org/10.1162/99608f92.f09b190b","url":null,"abstract":"Editor’s Note: Social media has long been accused of contributing to mental health issues, but this call to action cuts to the heart of the matter: engagement with the platform has become the most important metric, and the algorithms that best produce results tap into negative bias of the users. Thomas Casey makes the case for a financial model that would be more beneficial to users of these platforms and society overall.","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45583790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Finding Love on a First Data: Matching Algorithms in Online Dating 在第一次数据上寻找爱情：在线约会中的匹配算法
Harvard data science review Pub Date : 2022-01-27 DOI: 10.1162/99608f92.1b5c3b7b
L. Sharabi
{"title":"Finding Love on a First Data: Matching Algorithms in Online Dating","authors":"L. Sharabi","doi":"10.1162/99608f92.1b5c3b7b","DOIUrl":"https://doi.org/10.1162/99608f92.1b5c3b7b","url":null,"abstract":"Column Editor’s Note: Dating apps and online matchmaking are now a commonplace way for couples to meet and relationships to form. As human communications expert Liesel Sharabi explains, the algorithms underlying the matchmaking have evolved enormously in complexity over recent years, and our relationship with online dating apps have become a long-term prospect.","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46277253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
The Future of AI in Business: Chewbacca, Chatbots, and Why I Won’t Win at Ms. Pac Man 人工智能在商业中的未来:楚巴卡，聊天机器人，以及为什么我在吃豆女士比赛中赢不了
Harvard data science review Pub Date : 2022-01-27 DOI: 10.1162/99608f92.162a0e48
Raiford Smith
{"title":"The Future of AI in Business: Chewbacca, Chatbots, and Why I Won’t Win at Ms. Pac Man","authors":"Raiford Smith","doi":"10.1162/99608f92.162a0e48","DOIUrl":"https://doi.org/10.1162/99608f92.162a0e48","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47640151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Misinformation about COVID-19 and Venezuelan Migration: Trends in Twitter Conversation during a Pandemic 关于COVID-19和委内瑞拉移民的错误信息:大流行期间推特对话的趋势
Harvard data science review Pub Date : 2022-01-27 DOI: 10.1162/99608f92.a4d9a7c7
K. Donato, L. Singh, A. Arab, Elizabeth Jacobs, Douglas Post
{"title":"Misinformation about COVID-19 and Venezuelan Migration: Trends in Twitter Conversation during a Pandemic","authors":"K. Donato, L. Singh, A. Arab, Elizabeth Jacobs, Douglas Post","doi":"10.1162/99608f92.a4d9a7c7","DOIUrl":"https://doi.org/10.1162/99608f92.a4d9a7c7","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42568079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Inspiring Quantum Data Analysts 鼓舞人心的量子数据分析师
Harvard data science review Pub Date : 2022-01-27 DOI: 10.1162/99608f92.68b503ea
Y. Weinstein
{"title":"Inspiring Quantum Data Analysts","authors":"Y. Weinstein","doi":"10.1162/99608f92.68b503ea","DOIUrl":"https://doi.org/10.1162/99608f92.68b503ea","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42148573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Conversation with António Vitorino 与António Vitorino的对话
Harvard data science review Pub Date : 2022-01-27 DOI: 10.1162/99608f92.c8708890
António Vitorino, Xiaolin Meng
{"title":"A Conversation with António Vitorino","authors":"António Vitorino, Xiaolin Meng","doi":"10.1162/99608f92.c8708890","DOIUrl":"https://doi.org/10.1162/99608f92.c8708890","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49152445","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assume a Quantum Dataset 假设一个量子数据集
Harvard data science review Pub Date : 2022-01-27 DOI: 10.1162/99608f92.69c5328d
M. Kieferová, Y. Sanders
{"title":"Assume a Quantum Dataset","authors":"M. Kieferová, Y. Sanders","doi":"10.1162/99608f92.69c5328d","DOIUrl":"https://doi.org/10.1162/99608f92.69c5328d","url":null,"abstract":". Data-processing algorithms often require that the data is prepared in appropriate structures that are readily accessible or can be prepared on demand. Quantum computers derive their power from storing and manipulating quantum superpositions and could potentially speed up data science tasks. However, they often require input in the form of a quantum state that encodes a nonquantum data set. Here we describe some of the challenges of encoding nonquantum data for use by quantum computers","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48933433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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