评估机器人技术的社会期望情绪

Cristian Mejía, Y. Kajikawa
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引用次数: 8

摘要

近年来,服务和工业机器人市场一直在快速增长,预计将继续以同样的方式发展。然而,尽管有这些积极的预测,一些特定的机器人技术并没有找到一条通往社会的平坦之路。在本文中,我们通过对1976年至2015年的论文和新闻文章进行全面分析来调查社会与机器人之间的关系,目的是阐明社会对机器人研究和发展的情绪和关注的作用。我们可以确定三个膨胀的社会关注高峰,对应于工业机器人(1978-1990);服务机器人的第一波(1999-2006)和第二波(2010-2015)。然后,将情感分析技术应用于新闻语料库,发现消极或积极期望的模式,最后将这些期望与论文引文网络中的具体技术联系起来。这项研究指向了技术社会影响的文献计量指标的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessing the Sentiment of Social Expectations of Robotic Technologies
Robotics market, both for service and industry, has been rapidly growing in the recent years and it is expected to continue in the same way. However, despite the positive forecast, some specific robotic technologies have not found a smooth path to society. In this paper, we investigate the relation between society and robotics by conducting a comprehensive analysis of papers and news articles from 1976 to 2015 with the purpose of elucidating the role of society's sentiment and attention towards robotics research and development. We could identify three peaks of inflated social attention, corresponding to industrial robots (1978-1990); and, a first (1999-2006), and second wave (2010-2015) of service robotics. Then, the sentiment analysis technique is applied on the corpus of news to discover patterns of negative or positive expectations, to finally link these expectations to specific technologies in the citation network of papers. This study points towards the development of a bibliometric indicator of social impact of technology.
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