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Mining Collaboration Patterns between APIs for Mashup Creation in Web of Things

Mingdong Tang, Yanmin Xia, Bing Tang, Yongmei Zhou, Buqing Cao, Rong Hu
2019 IEEE Access  
The goal of the approach is to disclose what kinds of Web APIs are frequently combined together in mashup creation and what kinds of API combination are popular.  ...  With the WoT, smart devices can use Web APIs to make their data or functionalities accessible by software.  ...  The collaboration patterns are mined to reveal what kinds of Web APIs are frequently combined in mashup creation and what functionalities of Web APIs are popular in mashup creation.  ... 
doi:10.1109/access.2019.2894297 fatcat:c64q3euq75fgzpdqfqnqa46m5u

Mining social tags to predict mashup patterns

Khaled Goarany, Gregory Kulczycki, M. Brian Blake
2010 Proceedings of the 2nd international workshop on Search and mining user-generated contents - SMUC '10  
The proposed approach applies association rule mining techniques to discover relationships between APIs and mashups based on their annotated tags.  ...  The importance of the mined relationships is advocated as a valuable source for recommending mashup candidates while mitigating common problems in recommender systems.  ...  [15] , referring to mashups aggregating data from APIs offering similar functionality.  ... 
doi:10.1145/1871985.1871998 dblp:conf/cikm/GoaranyKB10 fatcat:wjgdsdsvfvbuxggc6ivb2npmo4

HyOASAM: A Hybrid Open API Selection Approach for Mashup Development

Bo Jiang, Pengxiang Liu, Ye Wang, Yezhi Chen
2020 Mathematical Problems in Engineering  
Next, the similarity calculation is performed on two sets of data. The open API recommendation approach first uses MIM to store open APIs, Mashups, and the invoking relationship between them.  ...  At present, Mashup development has attracted much attention in the field of software engineering. It is the focus of this article to use existing open APIs to meet the needs of Mashup developers.  ...  LY19F020003) and the National Natural Science Foundation of China (Grant no. 61672459).  ... 
doi:10.1155/2020/4984375 fatcat:nd5zbvummrbfzmov6mrlbgll54

Mashup-Oriented API Recommendation via Random Walk on Knowledge Graph

Xin Wang, Hao Wu, Ching-Hsien Hsu
2019 IEEE Access  
In recent years, the Web API ecosystem has accumulated a wealth of knowledge that can be used to enhance the recommendation models, and however, current concerns in this regard still remain.  ...  To cope with this issue, we present a graph-based algorithmic framework for the task of mashup-oriented API recommendation.  ...  mashup creation.  ... 
doi:10.1109/access.2018.2890156 fatcat:p3yz7245kfhehdhpvceixq75eq

Data Correction and Evolution Analysis of the ProgrammableWeb Service Ecosystem [article]

Mingyi Liu and Zhiying Tu and Yeqi Zhu and Xiaofei Xu and Zhongjie Wang and Quan Z. Sheng
2021 arXiv   pre-print
Then, we propose a novel method to correct the relevant evolution analysis data by estimating the life cycle of application programming interfaces (APIs) and mashups.  ...  However, the existing studies have ignored the quality issues of the ProgrammableWeb dataset and the issue of service obsolescence.  ...  Acknowledgment The research in this paper is partially supported by the National Key Research and Development Program of China (No 2018YFB1402500) and the National Science Foundation of China (61772155  ... 
arXiv:2108.09417v1 fatcat:ydwmglgv6vabpfjmkzzss5zvc4

Multi-Relational Graph Convolution Network for Service Recommendation in Mashup Development

Wei Gao, Jian Wu
2022 Applied Sciences  
Specifically, we first construct a multi-relational mashup-service graph with three types of relations, namely composition relation, functional relation, and tagging relation.  ...  To speed up the mashup development process, recommending suitable services for developers is a vital problem.  ...  The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.  ... 
doi:10.3390/app12020924 fatcat:j7ogpx4xhfe3tam3twxd7o34gi

A Deep Neural Network With Multiplex Interactions for Cold-Start Service Recommendation

Yutao Ma, Xiao Geng, Jian Wang
2020 IEEE transactions on engineering management  
In this article, we utilize the powerful representation learning abilities provided by deep learning to extract hidden structures and features from various types of interactions between mashups and services  ...  In particular, since a new mashup to develop contains no component services, it is a new "user" to a service recommender system.  ...  The method recommends services using TF-IDFbased cosine similarities between content information of services and a mashup. 2) Aggregating Functionality, Use history, and Popularity of APIs (AFUP) [11]  ... 
doi:10.1109/tem.2019.2961376 fatcat:yxavc7dyqrdjdgzdbejcr3vttm

SaaS application mashup based on High Speed Message Processing

2022 KSII Transactions on Internet and Information Systems  
and access the results of a rich service-utilization experience, using the SaaS mashup function.  ...  The proposed SaaS mashup service platform consists of a SaaS aggregation framework and a log data binding framework.  ...  Acknowledgement This research was supported by the Startup Foundation for Introducing Talent of NUIST under Grant No.2019r032, The National Natural Science Foundation of China under grant Numbers 62102190  ... 
doi:10.3837/tiis.2022.05.003 fatcat:7vx62l3jjbe4ppqpqgdihmchjm

Enabling End User Development through Mashups: Requirements, Abstractions and Innovation Toolkits [chapter]

Cinzia Cappiello, Florian Daniel, Maristella Matera, Matteo Picozzi, Michael Weiss
2011 Lecture Notes in Computer Science  
In particular, an emerging practice is the development of web mashups, i.e., applications based on the composition of contents and functions that are accessible via the Web.  ...  DashMash offers an intelligible, easy-to-use composition paradigm that enables even inexperienced users to compose own mashups.  ...  context), as well as an extension of the recommendations mechanisms based on the emergence of composition patterns from the community's mashups [21] .  ... 
doi:10.1007/978-3-642-21530-8_3 fatcat:jioeowepxbcm7jubx2mhslm2aa

End-user creation of social apps by utilizing web-based social components and visual app composition

Juwel Rana, Sarwar Morshed, Kåre Synnes
2013 Proceedings of the 22nd International Conference on World Wide Web - WWW '13 Companion  
A wide range of social components based on the framework have been deployed in the SatinII Editor, including components that utilize aggregated social graphs to automatically create groups or recommending  ...  The environment provides a systematic way of designing, developing and deploying personalized apps and enables end-users to develop their own apps without requiring prior knowledge of programming.  ...  Agency for Economic and Regional Growth, the County Administrative Board of Norrbotten, Norrbotten County Council, and the City of Luleå.  ... 
doi:10.1145/2487788.2488150 dblp:conf/www/RanaMS13 fatcat:53mve5dytfaepnrzd3mzhrtqei

DySR: A Dynamic Representation Learning and Aligning based Model for Service Bundle Recommendation [article]

Mingyi Liu and Zhiying Tu and Xiaofei Xu and Zhongjie Wang
2021 arXiv   pre-print
There have been many service bundle recommendation studies and achieved remarkable results. However, there is still plenty of room for improvement in the performance of these methods.  ...  An increasing number and diversity of services are available, which result in significant challenges to effective reuse service during requirement satisfaction.  ...  ACKNOWLEDGMENT The research in this paper is partially supported by the National Key Research and Development Program of China (No 2018YFB1402500) and the National Science Foundation of China (61772155  ... 
arXiv:2108.03360v1 fatcat:eqyriajrfnecvjvhjmldms2xna

How do Web-Active End-User Programmers Forage? [chapter]

Sandeep Kaur Kuttal, Abim Sedhain, Benjamin Riethmeier
2021 Coding Theory - Recent Advances, New Perspectives and Applications [Working Title]  
Web-active end-user programmers spend substantial time and cognitive effort seeking information while debugging web mashups, which are platforms for creating web applications by combining data and functionality  ...  The programmers completed two debugging tasks using the Yahoo! Pipes web mashup environment. On analyzing the data, we identified three types of cues: clear, fuzzy, and elusive.  ...  Mashups are popular because of their dynamic content creation and ability to build and share applications through publicly hosted repositories [45] .  ... 
doi:10.5772/intechopen.97765 fatcat:ughibgo4rja5xdljlcvlsx6hfi

Market Overview of Enterprise Mashup Tools [chapter]

Volker Hoyer, Marco Fischer
2008 Lecture Notes in Computer Science  
In this paper, we introduce a classification of Mashup tools and evaluate selected tools of the different clusters according to the perspectives general information, functionality and usability.  ...  By empowering actual business end-users to create and adapt individual enterprise applications, Enterprise Mashups implicate a shift concerning a collaborative software development and consumption process  ...  This paper has been created closely to research activities during the EU-funded project FAST (INFSO-ICT-216048) [26] .  ... 
doi:10.1007/978-3-540-89652-4_62 fatcat:sbryq5vmjbbrvjbnwt6qfp6if4

VERTIGO: Find, Enjoy and Share Media Trails across Physical and Social Contexts [chapter]

Luca Galli, Renata Guarneri, Jukka Huhtamaki
2010 Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering  
On the grounds of media sharing in social networks, visualisation mash-ups and early hypertext idea of associative "trails", the opportunity for a new system to explore and enjoy connections among mainly  ...  A novel system called VERTIGO is to be crafted to tackle the current limitations in media consumption across different contexts.  ...  Entropy, Almende, Tampere University of Technology, Fraunhofer FOKUS, IBBT, Aristotle University of Thessaloniki, Budapest University of Technology and Economics, Fondazione Ugo Bordoni, Lancaster University  ... 
doi:10.1007/978-3-642-11532-5_8 fatcat:oeavs36uebgv3aimhhp34kqnia

Integrating open services for building educational environments

I. Claros, R. Cobos, E. Guerra, J. de Lara, A. Pescador, J. Sanchez-Cuadrado
2013 2013 IEEE Global Engineering Education Conference (EDUCON)  
The goal of this work is to show how such open services can be used for the support of on-line educational systems.  ...  At the same time, there is a growing trend to open the services that the companies offer on the web with open APIs and in the form of REST services, facilitating their integration in customized applications  ...  ACKNOWLEDGMENTS This research was partly funded by the Spanish National Plan of R+D, project number TIN2011-24139; and by the Autonomous Community of Madrid, e-Madrid project, number S2009/TIC-1650.  ... 
doi:10.1109/educon.2013.6530253 dblp:conf/educon/GomezCGLPC13 fatcat:fz4km7txcrcfhpm3zdbxz4weli
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