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11.
《Information processing & management》2022,59(4):102956
Several approaches focus on how to automatically capture the latent features from original diffusion data and predict the future scale of cascades utilizing a black box framework. However, they ignore the penetrating insight into the underlying mechanism that how each participant is involved in the cascade. In this work, we bridge the gap between prediction and understanding of information diffusion by incorporating deep learning techniques and social psychology. To characterize individual participation driven by both subjective and objective impetus and integrate it into the macro-level cascade, we propose an end-to-end model, named PFDID, which is designed based on the field dynamics theory of psychology, including the intrinsic cognition field and the extrinsic environment field. We represent these two field dynamics respectively with the pairwise semantic relation between the message itself and corresponding comment and the forwarder’s micro-community activity embedding to provide educated explanations for forwarding behaviour. Afterwards, the cross infusion mechanism is designed to calculate the mutual influence of inhomogeneous field dynamics inside users and cross influence of homogeneous field dynamics among individuals, whose output is fed into the diffusion network aggregation layer for the cascade size prediction. Extensive experiments on two typical social networks, Sina Weibo and Twitter, manifest that the proposed PFDID outperforms state-of-the-art approaches. Our model achieves excellent prediction results, with MSLE = 1.856 on Sina Weibo and MSLE = 1.962 on Twitter, providing 6.54% and 10.53% relative performance gains, respectively. Furthermore, the interpretability is also discussed based on detailed visualization. We observe that the psychological impetus behind social behaviour varies mainly following two patterns with the spread of information, including gradual change and joint influence. Additionally, the indirect dependencies have also been verified. 相似文献
12.
Kristina M. Hash Jay Poole Melissa Floyd Crystal Dea Moore Anissa T. Rogers Leslie E. Tower 《Journal of Teaching in Social Work》2017,37(2):156-170
The BSW Experiential Learning (BEL) Program aims to infuse intergenerational content into the curriculum and recruit students to the field of social work by implementing face-to-face learning opportunities with older adults. This article discusses and compares the experiences of 4 diverse BEL projects that implemented gero-experiential learning activities into 1 or more of the BSW curriculum areas: introduction/social work practice, social welfare policy, human behavior in the social environment, social work research, and field practicum. “Three keys to success” are offered as ways in which gero-experiential activities may be successfully implemented by other programs. 相似文献
13.
Information-sharing in public organizations: A literature review of interpersonal, intra-organizational and inter-organizational success factors 总被引:1,自引:0,他引:1
Tung-Mou YangAuthor Vitae Terrence A. MaxwellAuthor Vitae 《Government Information Quarterly》2011,28(2):164-175
Information sharing is considered an important approach to increasing organizational efficiency and performance. With advances in information and communication technology, sharing information across organizations has become more feasible. In the public sector, government agencies are also aware of the importance of information sharing for addressing policy issues such as anti-terrorism and public health. However, information sharing can be a complex task. Identifying factors that influence information sharing is critical. In the literature, research in information sharing focuses on the interpersonal, intra-organizational, and inter-organizational levels. This paper reviews the current information-sharing research, discusses the factors affecting information sharing at the three levels, and provides summative frameworks. These frameworks provide a means to discover future research opportunities, and a systematic way for practitioners to identify key factors involved in successful information sharing. 相似文献
14.
近年来,随着改革开放步伐的加快,对外交往日益频繁,国与国之间的交流也越来越广泛,特别是社会信息化提高,国际互联网的开通使更多的人足不出户便涉及到跨文化交际。为了提升国人应用英语进行跨文化交际的能力,研究跨文化交际中的故障问题,对于中学英语教学有着重大的实际意义。 相似文献
15.
为了揭示中国奥运会冠军选材和跨项选材的成功经验,采用文献资料法、面谈和问卷调查法、数理统计法等,对我国251位奥运会冠军的选材特征进行了研究,获得以下结论:奥运会冠军的选材年龄渐趋低龄化,中国17.5%的夏季奥运会冠军是跨项选材的结果;竞技能力相近,制胜因素类似,动作结构相似的项目才有可能实现跨项选材;跳水项目45.5%的奥运会冠军初选练习项目为体操;篮球与排球,摔跤与柔道,田径投掷项目与要求突出力量水平的柔道等项目也存在跨项选材;夏奥会和冬奥会项目之间目前还没有出现跨项选材培养的奥运会冠军,冬奥会项目冠军之间也没有出现跨项选材;跨项选材的前提是在初选项目有较好的符合专项需要的体能和技术基础;跨项选材运动员终选项目年龄略大,但未错过终选项目竞技能力发展的敏感期;跨项选材是培养优秀运动员的路径之一。 相似文献
16.
姜世波 《科学.经济.社会》2012,30(1):121-126,132
国际灾害援助规范虽然不是新近才有的事物,但近些年来重大灾害频发,国际援助规模的扩大和媒体对灾害反应的关注使国际救灾中的协作、灾民的生存状态问题凸显出来.国际社会开始为解决这些问题建立法律机制作出努力,并取得了诸多成果,昭示着一个国际救灾法部门的产生.关于该部门的调整对象,国际法文件对“灾害”往往采用广义定义的方法以便利国际援助的扩大;救灾规范也涵盖到灾前准备和灾后恢复重建阶段.国际救灾法已经形成了一个包括诸多公约、决议和声明、谅解备忘录、行动守则、指南和标准等在内的法律框架,虽然这些规范还缺乏综合性、融贯性.国际救灾法的发展也促进了对这一法律部门研究的兴起. 相似文献
17.
18.
Melanie Oppenheimer 《档案与原稿》2020,48(2):171-185
ABSTRACT In 2014, as part of their centenary celebrations, the Australian Red Cross initiated a project in which it transferred archives to various national, state and territory institutions across Australia including the University of Melbourne Archives and the State Library of New South Wales. The transfer of this voluminous (but not complete) collection built on earlier transfers of archives to the State Library of South Australia and the Australian War Memorial. This paper charts the origins of the plan to donate the records to public repositories. It interrogates the societal provenance of those collections, recognising that the pluralising of records is an historical process, in which the agency of archivists, historians and administrators must be understood. An investigation of Red Cross records in Australia exposes that process in its contingency, inertia and, ultimately, enthusiasm. The paper also reveals the challenges faced by voluntary organisations in preserving their records, and how historians and archivists both can benefit from assisting such organisations. Finally, this paper argues that the ‘Gift to the Nation’ project, with its national and international significance, reflects a shift in our understanding of the First World War to a transnational paradigm that recognises the important role of voluntary organisations. 相似文献
19.
Andreas Veglis 《Publishing Research Quarterly》2008,24(2):111-123
This paper attempts a direct comparison of the available alternative channels that can be employed in a cross media publishing
scheme. More precisely it examines the content, the publishing speed, and the rhythm of the publishing channels. Interesting
conclusions are drawn concerning the characteristics of each channel. A new publishing channel is proposed in order to allow
newspapers to directly compete with radio and TV channels. 相似文献
20.
目的:探讨经尿道电切术及2.5%5-氟尿嘧啶治疗尿道内尖锐湿疣的疗效及安全性。方法:对尿道内尖锐湿疣进行经尿道电切术加5-氟尿嘧啶局部灌注治疗。结果:治疗15例,治愈13例,尿道内复发2例。结论:经尿道电切术加2.5%氟尿嘧啶局部灌注治疗尿道内尖锐湿疣是一种安全有效的治疗方法。 相似文献