Towards Dynamic Evolutionary Analysis of ProgrammableWeb for API-Mashup Ecosystem

IF 2 3区 计算机科学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer Supported Cooperative Work-The Journal of Collaborative Computing Pub Date : 2023-05-24 DOI:10.1109/CSCWD57460.2023.10152769
Yang Wang, Jiayan Xiang, Hangyu Cheng, Wanjun Chen, Yong Xiao, Guosheng Kang
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Abstract

With the wide adoption of Web APIs released on Internet, users tend to reuse them for business requirements or software development. Mashup is a useful technology for composing Web APIs into a new and value-added application. With the increasing number of Web APIs and Mashups, the API-Mashup ecosystem has emerged based on the invocation relationship between Mashups and Web APIs. In this paper, we take ProgrammableWeb, a typical API-Mashup ecosystem, as an example to investigate its dynamic evolutionary analysis. Although there have been some works on the API-Mashup ecosystem, they mainly focus on static analysis, i.e., the static characteristics of the API- Mashup ecosystem on a fixed time point. This paper conducts a comprehensive study on the dynamic evolutionary analysis of the API-Mashup ecosystem with a long time range from 2005 to 2021. First, we conduct a dynamic statistical analysis based on the API-Mashup ecosystem dataset. Next, we construct two cooperation networks, one between Web APIs, and the other between their categories. And the general characteristics of the two cooperation networks are presented. Finally, we investigate the derived cooperation networks from four perspectives: dynamic characteristics, degree distribution, betweenness centrality, and assortative mixing. Meanwhile, the corresponding insights are uncovered. Our work provides a foundation for visualization and understanding of the API-Mashup ecosystem from the timeline.
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面向API-Mashup生态系统的可编程web动态演化分析
随着Internet上发布的Web api的广泛采用,用户倾向于将它们用于业务需求或软件开发。Mashup是一种有用的技术,可将Web api组合成新的增值应用程序。随着Web api和mashup数量的增加,API-Mashup生态系统基于mashup和Web api之间的调用关系而出现。本文以典型的API-Mashup生态系统ProgrammableWeb为例,研究其动态演化分析。虽然已经有一些关于API-Mashup生态系统的工作,但它们主要集中在静态分析上,即API-Mashup生态系统在固定时间点上的静态特征。本文对API-Mashup生态系统进行了全面的动态演化分析,时间跨度为2005年至2021年。首先,基于API-Mashup生态系统数据集进行动态统计分析。接下来,我们构建了两个协作网络,一个是Web api之间的协作网络,另一个是它们的类别之间的协作网络。并介绍了两种合作网络的一般特点。最后,我们从动态特征、程度分布、中间中心性和分类混合四个角度对衍生合作网络进行了研究。同时,也揭示了相应的见解。我们的工作为从时间轴上可视化和理解API-Mashup生态系统提供了基础。
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来源期刊
Computer Supported Cooperative Work-The Journal of Collaborative Computing
Computer Supported Cooperative Work-The Journal of Collaborative Computing COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
6.40
自引率
4.20%
发文量
31
审稿时长
>12 weeks
期刊介绍: Computer Supported Cooperative Work (CSCW): The Journal of Collaborative Computing and Work Practices is devoted to innovative research in computer-supported cooperative work (CSCW). It provides an interdisciplinary and international forum for the debate and exchange of ideas concerning theoretical, practical, technical, and social issues in CSCW. The CSCW Journal arose in response to the growing interest in the design, implementation and use of technical systems (including computing, information, and communications technologies) which support people working cooperatively, and its scope remains to encompass the multifarious aspects of research within CSCW and related areas. The CSCW Journal focuses on research oriented towards the development of collaborative computing technologies on the basis of studies of actual cooperative work practices (where ‘work’ is used in the wider sense). That is, it welcomes in particular submissions that (a) report on findings from ethnographic or similar kinds of in-depth fieldwork of work practices with a view to their technological implications, (b) report on empirical evaluations of the use of extant or novel technical solutions under real-world conditions, and/or (c) develop technical or conceptual frameworks for practice-oriented computing research based on previous fieldwork and evaluations.
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