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Interlinking Large-scale Library Data with Authority Records 大规模图书馆数据与权威记录的互连
Pub Date : 1900-01-01 DOI: 10.3389/fdigh.2017.00005
Felix Bensmann, Benjamin Zapilko, Philipp Mayr
In the area of Linked Open Data (LOD) meaningful and high-performance interlinking of different datasets has become an ongoing challenge. Necessary tasks are supported by established standards and software, e.g. for the transformation, storage, interlinking and publication of data. Our use case Swissbib is a well-known provider for bibliographic data in Switzerland representing various libraries and library networks. In this article, a case study is presented from the project linked.swissbib.ch which focuses on the preparation and publication of the Swissbib data by means of LOD. Data available in Marc21 XML is extracted from the Swissbib system and transformed into an RDF/XML representation. From the approx. 21 million monolithic records the author information is extracted and interlinked with authority files from the Virtual International Authority File (VIAF) and DBpedia. The links are used to extract additional data from the counterpart corpora. Afterwards, data is pushed into an Elasticsearch index to make the data accessible for other components. As a demonstrator, a search portal is developed which presents the additional data and the generated links to users. In addition to that, a REST interface is developed in order to enable also access by other applications. A main obstacle in this project is the amount of data and the necessity of day-to-day (partial) updates. In the current situation the data in Swissbib and in the external corpora are too large to be processed by established linking tools. The arising memory footprint prevents the correct functioning of these tools. Also triple stores are unhandy by revealing a massive overhead for import and update operations. Hence, we have developed procedures for extracting and shaping the data into a more suitable form, e.g. data is reduced to the necessary properties and blocked. For this purpose, we used sorted N-Triples as an intermediate data format. This method proved to be very promising as our preliminary results show. Our approach could establish 30,773 links to DBpedia and 20,714 links to VIAF and both link sets show high precision values and could be generated in reasonable expenditures of time.
在关联开放数据(LOD)领域,有意义和高性能的不同数据集互连已成为一个持续的挑战。必要的任务由已建立的标准和软件支持,例如数据的转换、存储、互连和发布。我们的用例Swissbib是一个著名的瑞士书目数据提供商,它代表了各种图书馆和图书馆网络。在这篇文章中,一个案例研究是由项目链接。Swissbib .ch提出的,该项目侧重于利用LOD方法编制和发布Swissbib数据。Marc21 XML中可用的数据是从Swissbib系统中提取出来的,并转换为RDF/XML表示。从近似。从虚拟国际权威文件(VIAF)和DBpedia中提取作者信息,并将其与权威文件相互链接。这些链接用于从对应的语料库中提取额外的数据。然后,数据被推送到Elasticsearch索引中,以便其他组件可以访问这些数据。作为演示,开发了一个搜索门户,它向用户展示了额外的数据和生成的链接。除此之外,还开发了一个REST接口,以便其他应用程序也可以访问。这个项目的一个主要障碍是数据量和每天(部分)更新的必要性。在目前的情况下,Swissbib和外部语料库中的数据太大,无法通过现有的链接工具进行处理。不断增加的内存占用妨碍了这些工具的正确运行。另外,三重存储也很不方便,因为它为导入和更新操作带来了大量开销。因此,我们开发了提取数据并将其塑造成更合适的形式的过程,例如,将数据简化为必要的属性并阻塞。为此,我们使用排序的N-Triples作为中间数据格式。我们的初步结果表明,这种方法非常有前途。我们的方法可以建立到DBpedia的30,773个链接和到VIAF的20,714个链接,这两个链接集都显示出很高的精度值,并且可以在合理的时间内生成。
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引用次数: 7
The Challenge of Data in Digital Musicology 数字音乐学中数据的挑战
Pub Date : 1900-01-01 DOI: 10.3389/fdigh.2015.00004
L. Pugin
Most of our work in the humanities is increasingly driven by digital technology. Musicology is no exception and the field is undergoing the same revolution as all disciplines in the humanities. There are at least two key areas in which digital technology is transforming research: access and scale. Technology, and the internet in particular, has radically changed how we can access data, but also how we can make research results accessible to others. Correlatively, the scope of projects can be broadened to a completely new extent. What does this mean for musicology? Scholars in musicology base their work on a wide range of materials. Since most of the music that forms our heritage in Western culture has been preserved in a text-based form, this is by far, the most widely used type of material for musicological studies. Handwritten and printed sources constitute the core data, but historical studies also rely on various types of textual and archival material, be they letter writings, libretti, or inventories of diverse kind. These are essential for understanding the socio-economic context in which the music sources were written or produced and for better understanding of specific aspects, such as performance practice of the time. Performance practice study itself may also be based on sound recordings when focusing on relatively recent history, as it is often the case for studies in ethno-musicology or in folk-songs (Cook, 2010). Obtaining access to the sources has always been a struggle for musicologists. Only a few years ago, studying a particular source meant first locating the relevant sources using printed bibliographies, writing to the holding library, and then waiting for a microfilm to be prepared and sent out. The process could take months and be unpredictably expensive, with no guarantee of success. Such an obstacle seriously reduced the breadth of research musicologists could reasonably envisage, with a consequent inclination toward close-reading approaches on a restricted set of sources. With the coming of the digital world, the situation changed. Many resources are now available online, including the bibliographic finding aids, which makes locating sources significantly easier. Collections are being digitized and made accessible online, which greatly facilitates access to them for musicologists. This is also the case for secondary sources. Some projects are composer-specific, such as the Digital Archive of the Beethoven-Haus, others are repertoire-oriented, such as the digital image archive for medieval manuscripts (DIAMM) or based on a particular library collection, such as the Julliard Manuscript Collection, to cite only three examples. In the archives, digital cameras are often allowed and can be used to capture sources quickly. It is now straightforward for scholars to store thousands of images on their personal computer, in the cloud, or even share them on community websites, although this in its turn raises new copyright concerns.W
我们在人文学科的大部分工作越来越多地受到数字技术的推动。音乐学也不例外,这个领域正经历着与所有人文学科同样的革命。数字技术正在改变研究的至少两个关键领域:获取途径和规模。科技,尤其是互联网,已经从根本上改变了我们获取数据的方式,也改变了我们让他人获得研究成果的方式。相应的,项目的范围可以扩大到一个全新的程度。这对音乐学意味着什么?音乐学学者的工作是建立在广泛的材料基础上的。由于构成我们西方文化遗产的大多数音乐都以文本形式保存下来,这是迄今为止音乐学研究中使用最广泛的材料类型。手写和印刷材料构成了核心数据,但历史研究也依赖于各种类型的文本和档案材料,无论是书信、手稿还是各种各样的清单。这些对于理解音乐来源写作或制作的社会经济背景以及更好地理解特定方面(例如当时的表演实践)至关重要。当关注相对较近的历史时,表演实践研究本身也可能基于录音,就像民族音乐学或民歌研究中经常出现的情况一样(Cook, 2010)。对音乐学家来说,获取资料一直是一个难题。就在几年前,研究一个特定的资料来源意味着首先要用印刷的参考书目找到相关的资料来源,给馆藏图书馆写信,然后等待准备好缩微胶卷并发出去。这个过程可能需要几个月的时间,而且成本高得难以预测,而且无法保证成功。这样的障碍严重减少了音乐学家可以合理设想的研究广度,因此倾向于对一组有限的来源进行仔细阅读。随着数字世界的到来,情况发生了变化。许多资源现在都可以在网上找到,包括书目查找辅助工具,这使得查找资源变得非常容易。收藏正在被数字化,并可以在网上访问,这极大地方便了音乐学家访问它们。二手资料也是如此。一些项目是针对作曲家的,比如贝多芬之家的数字档案,另一些则是面向曲目的,比如中世纪手稿的数字图像档案(DIAMM),或者基于特定的图书馆收藏,比如茱莉亚手稿收藏,这里只举三个例子。在档案中,数码相机经常被允许使用,可以用来快速捕捉资料来源。现在,学者们可以直接将数千张图片存储在他们的个人电脑、云端,甚至在社区网站上分享,尽管这反过来又引发了新的版权问题。还有什么问题需要解决?音乐学的数字访问仍然压倒性地与图像联系在一起。几个重要的数字音乐学研究项目,如OCVE和Edirom项目,主要关注文献学问题,在广泛依赖数字图像资源方面非常成功(Bradley和Vetch, 2007;Bohl et al., 2011)。然而,数字音乐学项目,解决范围广泛的其他问题,如音乐分析或音乐搜索,需要访问音乐本身的数字形式,被称为基于内容的资源。音乐学从来没有落后于其他学科在这些领域的计算方法实验,相当
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引用次数: 20
Social Touch in Human–Computer Interaction 人机交互中的社交接触
Pub Date : 1900-01-01 DOI: 10.3389/fdigh.2015.00002
J. V. Erp, A. Toet
Touch is our primary non-verbal communication channel for conveying intimate emotions and as such essential for our physical and emotional wellbeing. In our digital age, human social interaction is often mediated. However, even though there is increasing evidence that mediated touch affords affective communication, current communication systems (such as videoconferencing) still do not support communication through the sense of touch. As a result, mediated communication does not provide the intense affective experience of co-located communication. The need for ICT mediated or generated touch as an intuitive way of social communication is even further emphasized by the growing interest in the use of touch-enabled agents and robots for healthcare, teaching, and telepresence applications. Here, we review the important role of social touch in our daily life and the available evidence that affective touch can be mediated reliably between humans and between humans and digital agents. We base our observations on evidence from psychology, computer science, sociology, and neuroscience with focus on the first two. Our review shows that mediated affective touch can modulate physiological responses, increase trust and affection, help to establish bonds between humans and avatars or robots, and initiate pro-social behavior. We argue that ICT mediated or generated social touch can (a) intensify the perceived social presence of remote communication partners and (b) enable computer systems to more effectively convey affective information. However, this research field on the crossroads of ICT and psychology is still embryonic and we identify several topics that can help to mature the field in the following areas: establishing an overarching theoretical framework, employing better research methodologies, developing basic social touch building blocks, and solving specific ICT challenges.
触摸是我们传达亲密情感的主要非语言交流渠道,对我们的身心健康至关重要。在我们的数字时代,人类的社会互动往往是中介的。然而,尽管有越来越多的证据表明,介导的触摸可以提供情感交流,但目前的交流系统(如视频会议)仍然不支持通过触觉进行交流。因此,中介沟通不能提供同地沟通的强烈情感体验。在医疗保健、教学和远程呈现应用中使用支持触摸的代理和机器人的兴趣日益增长,进一步强调了对ICT介导或生成的触摸作为一种直观的社会沟通方式的需求。在这里,我们回顾了社交触摸在我们日常生活中的重要作用,以及情感触摸可以在人与人之间以及人与数字代理之间可靠地调解的现有证据。我们的观察基于心理学、计算机科学、社会学和神经科学的证据,重点关注前两个方面。我们的研究表明,介导的情感触摸可以调节生理反应,增加信任和情感,帮助建立人类与虚拟形象或机器人之间的联系,并引发亲社会行为。我们认为,信息通信技术介导或产生的社会接触可以(a)加强远程通信伙伴的感知社会存在,(b)使计算机系统更有效地传达情感信息。然而,信息通信技术与心理学交叉的研究领域仍处于萌芽阶段,我们确定了几个可以帮助该领域在以下领域成熟的主题:建立一个总体理论框架,采用更好的研究方法,开发基本的社会接触构建模块,以及解决具体的信息通信技术挑战。
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引用次数: 140
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