106,094 research outputs found

    Navigating the Living Waters of the Gospel of John: On Wading With Children and Swimming With Elephants

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    The Fourth Gospel has been called a stream in which a child can wade and an elephant can swim. John has long been used as a primer for newcomers to faith, and it continues to be a favorite devotional reading for young and old alike. On the other hand, John continues to be an ongoing storm center among the finest of Bible scholars and theologians. John\u27s content, complete with its theological tensions, evoked three centuries of debate in the early church, and it continues to produce great torrents of diverse scholarly opinion on a great number of issues into the twenty-first century. The question I want to explore is Why? What is it that renders John so reader friendly on one hand, and so theologically puzzling on the other? Put otherwise, how does one navigate the living waters of the Gospel of John

    Crisis Communication Patterns in Social Media during Hurricane Sandy

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    Hurricane Sandy was one of the deadliest and costliest of hurricanes over the past few decades. Many states experienced significant power outage, however many people used social media to communicate while having limited or no access to traditional information sources. In this study, we explored the evolution of various communication patterns using machine learning techniques and determined user concerns that emerged over the course of Hurricane Sandy. The original data included ~52M tweets coming from ~13M users between October 14, 2012 and November 12, 2012. We run topic model on ~763K tweets from top 4,029 most frequent users who tweeted about Sandy at least 100 times. We identified 250 well-defined communication patterns based on perplexity. Conversations of most frequent and relevant users indicate the evolution of numerous storm-phase (warning, response, and recovery) specific topics. People were also concerned about storm location and time, media coverage, and activities of political leaders and celebrities. We also present each relevant keyword that contributed to one particular pattern of user concerns. Such keywords would be particularly meaningful in targeted information spreading and effective crisis communication in similar major disasters. Each of these words can also be helpful for efficient hash-tagging to reach target audience as needed via social media. The pattern recognition approach of this study can be used in identifying real time user needs in future crises

    On the Role of Social Identity and Cohesion in Characterizing Online Social Communities

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    Two prevailing theories for explaining social group or community structure are cohesion and identity. The social cohesion approach posits that social groups arise out of an aggregation of individuals that have mutual interpersonal attraction as they share common characteristics. These characteristics can range from common interests to kinship ties and from social values to ethnic backgrounds. In contrast, the social identity approach posits that an individual is likely to join a group based on an intrinsic self-evaluation at a cognitive or perceptual level. In other words group members typically share an awareness of a common category membership. In this work we seek to understand the role of these two contrasting theories in explaining the behavior and stability of social communities in Twitter. A specific focal point of our work is to understand the role of these theories in disparate contexts ranging from disaster response to socio-political activism. We extract social identity and social cohesion features-of-interest for large scale datasets of five real-world events and examine the effectiveness of such features in capturing behavioral characteristics and the stability of groups. We also propose a novel measure of social group sustainability based on the divergence in group discussion. Our main findings are: 1) Sharing of social identities (especially physical location) among group members has a positive impact on group sustainability, 2) Structural cohesion (represented by high group density and low average shortest path length) is a strong indicator of group sustainability, and 3) Event characteristics play a role in shaping group sustainability, as social groups in transient events behave differently from groups in events that last longer

    The Enduring Challenge: Self Determination and Ethnic Conflict in the 21st Century

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    Explores the ways in which ethnic conflicts have had a major impact on international security and U.S. foreign policy since the end of the Cold War, and looks at the role of international organizations and NGOs in addressing self-determination challenges
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